{"id":999979654,"date":"2026-01-11T15:53:52","date_gmt":"2026-01-11T08:53:52","guid":{"rendered":"https:\/\/bizzi.vn\/?p=999979654"},"modified":"2026-06-07T16:38:28","modified_gmt":"2026-06-07T09:38:28","slug":"ai-first","status":"publish","type":"post","link":"https:\/\/bizzi.vn\/en\/ai-first\/","title":{"rendered":"What is AI-First thinking in Finance and Accounting? How CFOs use AI to control costs, invoices, and cash flow."},"content":{"rendered":"<p><span style=\"font-weight: 400;\">The AI-first mindset places AI at the center of operational thinking, right from the design stage of financial and accounting processes, rather than waiting until &quot;problems arise before using tools to solve them.&quot; In other words, the AI-first mindset is a proactive approach where AI is prioritized for integration into all activities, from decision-making and innovation to communication and problem-solving.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This article by Bizzi will analyze in detail the nature of AI-first thinking as well as the role of AI in modern financial management.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Index<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_la_gi_khi_dat_vao_bai_toan_CFO_kiem_soat_chi_phi_hoa_don_va_dong_tien\" >What does AI First thinking mean when applied to the CFO&#039;s problem of controlling costs, invoices, and cash flow?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_trong_kiem_soat_chi_phi\" >AI-First thinking in cost control.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#AI_First_trong_kiem_soat_hoa_don\" >AI First in invoice control<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#AI_First_trong_quan_tri_dong_tien\" >AI First in Cash Flow Management<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_khac_gi_%E2%80%9Cdung_AI_cho_vui%E2%80%9D\" >How is the AI First mindset different from &quot;using AI for fun&quot;?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Truc_1_Muc_tieu\" >Axis 1: Objectives<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Truc_2_Du_lieu\" >Axis 2: Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Truc_3_Kiem_soat\" >Axis 3: Control<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Truc_4_Van_hanh\" >Axis 4: Operation<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#7_thuoc_tinh_bat_buoc_cua_tu_duy_AI_First_trong_Finance_Ops_la_gi\" >What are the 7 essential attributes of an AI-First mindset in Finance Ops?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Decision-first_%E2%80%93_AI_phuc_vu_quyet_dinh_nao\" >(1) Decision-first \u2013 Which decision does AI serve?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_Data-first_%E2%80%93_master_data_sach_truoc_khi_AI_thong_minh\" >(2) Data-first \u2013 clean master data before intelligent AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_Control-by-design_%E2%80%93_kiem_soat_nhung_trong_workflow\" >(3) Control-by-design \u2013 embedded control in workflow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Automation-ready_%E2%80%93_tang_STP_giam_touchpoint\" >(4) Automation-ready \u2013 increase STP, decrease touchpoint<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#5_Risk-aware_%E2%80%93_uu_tien_phat_hien_rui_ro_truoc_toi_uu\" >(5) Risk-aware \u2013 prioritizing risk detection over optimization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#6_Explainable_%E2%80%93_AI_phai_giai_thich_duoc\" >(6) Explainable \u2013 AI must be explainable<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#7_Human-in-the-loop_%E2%80%93_con_nguoi_xu_ly_ngoai_le_khong_xu_ly_tat_ca\" >(7) Human-in-the-loop \u2013 humans handle exceptions, not all.<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_thay_doi_Procure-to-Pay_the_nao_de_giam_chi_phi_xu_ly_hoa_don\" >How is the AI First mindset changing Procure-to-Pay to reduce bill processing costs?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#PR_PO_%E2%80%93_Kiem_soat_tu_dau_thay_vi_%E2%80%9Cchua_chay%E2%80%9D\" >PR\/PO \u2013 Control from the start instead of &quot;firefighting&quot;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#GR_Goods_Receipt_%E2%80%93_Chuan_hoa_du_lieu_de_san_sang_STP\" >GR (Goods Receipt) \u2013 Data standardization for STP readiness<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Invoice_%E2%80%93_Trai_tim_cua_bai_toan_chi_phi_AP\" >Invoice \u2013 The heart of the AP costing equation.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Approval_%E2%80%93_Tu_duyet_dai_tra_sang_duyet_ngoai_le\" >Approval \u2013 From mass approval to exception approval<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Payment_Posting_%E2%80%93_Tu_dong_nhung_co_kiem_soat\" >Payment &amp; Posting \u2013 Automatic but controlled<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#KPI_van_hanh_cot_loi_trong_P2P_duoi_tu_duy_AI_First\" >Core operational KPIs in P2P under the AI First mindset<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3-way_matching_PO%E2%80%93GR%E2%80%93Invoice_trong_tu_duy_AI_First_dien_ra_ra_sao_de_ngan_thanh_toan_sai\" >How does 3-way matching (PO\u2013GR\u2013Invoice) work in AI First thinking to prevent incorrect payments?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3-way_matching_trong_AI_First_khac_gi_cach_lam_truyen_thong\" >How does 3-way matching in AI First differ from traditional methods?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Cac_loai_3-way_matching_trong_AI_tu_duy_First\" >Types of 3-way matching in First-Intellectual AI<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#31_Exact_Match_khop_tuyet_doi\" >3.1 Exact Match<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#32_Tolerance_Match_khop_trong_nguong_cho_phep\" >3.2 Tolerance Match (matches within acceptable limits)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#33_Partial_Match_khop_mot_phan\" >3.3 Partial Match<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_giup_kiem_soat_chi_phi_theo_ngan_sach_Budget%E2%80%93Actual_theo_thoi_gian_thuc_nhu_the_nao\" >How does AI-First thinking help control budget-actual costs in real time?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Tu_Budget_tinh_%E2%86%92_Budget_%E2%80%9Csong%E2%80%9D_Living_Budget\" >1. From Static Budget \u2192 Living Budget<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_Actual_duoc_cap_nhat_theo_thoi_gian_thuc_Real-time_Actual\" >2. Actual is updated in real time (Real-time Actual)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_AI_phat_hien_lech_ngan_sach_truoc_khi_vuot_Early_Warning\" >3. AI detects budget deviations before exceeding the budget (Early Warning)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Kiem_soat_chi_phi_ngay_tu_khau_duyet_Pre-spend_Control\" >4. Pre-spend control<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#5_Forecast_tu_dong_Budget_khong_con_%E2%80%9Cbi_dong%E2%80%9D\" >5. Automatic Forecast: Budgeting is no longer &quot;passive&quot;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#6_Dashboard_AI_First_nhin_la_hieu_%E2%80%93_khong_can_cho_bao_cao\" >6. Dashboard AI First: Understand at a glance \u2013 no need to wait for reports.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_trong_Accounts_Receivable_cai_thien_DSO_va_dong_tien_theo_co_che_nao\" >How does the AI First mindset in Accounts Receivable improve DSO and cash flow?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Du_bao_rui_ro_cham_tra_theo_tung_khach_hang\" >1. Forecast the risk of late payments by customer.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_Nhac_no_follow-up_tu_dong_dung_%E2%80%9Cthoi_diem_vang%E2%80%9D\" >2. Automated debt reminders and follow-up, at the right &quot;golden time&quot;.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_Uu_tien_thu_tien_theo_tac_dong_dong_tien\" >3. Prioritize collecting payments based on cash flow impact.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Du_bao_dong_tien_thu_vao_Cash_In_Forecast\" >4. Cash In Forecast<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Cach_tinh_ROI_khi_ap_dung_AI_vao_APAR_de_CFO_ra_quyet_dinh_dau_tu\" >How to calculate ROI when applying AI to AP\/AR to help CFOs make investment decisions.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Lam_sao_tich_hop_AI_vao_ERP_hien_tai_SAPOracleMISA%E2%80%A6_ma_khong_gian_doan_van_hanh\" >How can AI be integrated into existing ERP systems (SAP\/Oracle\/MISA, etc.) without disrupting operations?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Nguyen_tac_kien_truc_%E2%80%9CAI_as_a_Layer%E2%80%9D_khong_dung_loi_ERP\" >1. Architectural principle: &quot;AI as a Layer,&quot; avoiding interference with the ERP core.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_Tich_hop_qua_API_Connector_tieu_chuan\" >2. Integration via standard API\/Connector<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_Chay_song_song_Parallel_Run_truoc_khi_go-live\" >3. Run a parallel run before going live.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Tich_hop_theo_use-case_nho_khong_%E2%80%9Cbig_bang%E2%80%9D\" >4. Integration based on small use cases, not the &quot;big bang&quot; approach.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#5_Co_che_%E2%80%9CHuman-in-the-loop%E2%80%9D\" >5. The &quot;Human-in-the-loop&quot; mechanism<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#6_Bao_mat_tuan_thu_dieu_CFOIT_quan_tam_nhat\" >6. Security &amp; Compliance (the top concern for CFOs\/IT staff)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Bizzi_ap_dung_mo_hinh_%E2%80%9CAI_as_a_Layer%E2%80%9D_tren_ERP\" >Bizzi applies the &quot;AI as a Layer&quot; model to its ERP system.<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_kiem_soat_rui_ro_hoa_don_va_tuan_thu_thue_tu_dong_theo_co_che_nao\" >How does AI First thinking automate invoice risk control and tax compliance?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Chuan_hoa_doc_hoa_don_tu_dong_Input_Control\" >1. Standardize and automatically read invoices (Input Control)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_Doi_soat_thong_minh_da_chieu_Smart_Matching\" >2. Smart Matching (Multi-dimensional intelligent matching)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_Cham_diem_rui_ro_hoa_don_NCC_Risk_Scoring\" >3. Invoice &amp; Supplier Risk Scoring<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Kiem_soat_tuan_thu_thue_theo_rule_hoc_may\" >4. Tax compliance control based on rules + machine learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#5_Audit_trail_bang_chung_so_hoa\" >5. Audit trail &amp; digitized evidence<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#AI_First_phat_hien_gian_lan_chi_tieu_expense_fraud_tot_hon_phe_duyet_thu_cong_o_diem_nao\" >In what ways is AI First better at detecting expense fraud than manual approval?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#1_Phat_hien_pattern_gian_lan_%E2%80%93_khong_chi_loi_be_mat\" >1. Detecting fraudulent patterns \u2013 not just surface flaws.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-60\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#2_So_sanh_cheo_da_chieu_cross-check\" >2. Cross-check<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-61\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#3_Hoc_tu_qua_khu_ngay_cang_thong_minh\" >3. Learn from the past and become smarter.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-62\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#4_Phat_hien_theo_thoi_gian_thuc_khong_cho_hau_kiem\" >4. Real-time detection, no need for post-verification.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-63\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#5_Nhat_quan_khong_bi_cam_tinh_chi_phoi\" >5. Consistency &amp; Freedom from Emotional Influence<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-64\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Lo_trinh_5_buoc_xay_tu_duy_AI_First_cho_phong_Tai_chinh_%E2%80%93_Ke_toan\" >A 5-Step Roadmap to Building an AI-First Mindset for the Finance and Accounting Department<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-65\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Step_1_Mindset_muc_tieu_theo_KPI_rui_ro_nao_phai_khoa\" >Step 1 Mindset: KPI-based goals, which risks need to be addressed.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-66\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Step_2_Assessment_data_readiness_process_maturity_control_points\" >Step 2 Assessment: data readiness, process maturity, control points<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-67\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Step_3_Strategy_chon_use_case_theo_ROIrui_ro\" >Step 3 Strategy: Choose a use case based on ROI\/risk.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-68\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Step_4_Pilot_6%E2%80%938_tuan_goi_y_do_beforeafter\" >Step 4 Pilot: 6\u20138 weeks (suggested), before\/after measurements.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-69\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Step_5_Scale_mo_rong_theo_luong_va_chuan_hoa_governance\" >Step 5 Scale: Scaling along the flow and normalizing governance<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-70\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#6_rao_can_khien_AI_First_trong_Finance_that_bai_va_cach_thao_go\" >6 barriers that cause AI First in Finance to fail and how to overcome them.<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-71\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_1_master_data_ban\" >Barrier 1: Dirty master data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-72\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_2_quy_trinh_P2P_khong_chuan_hoa\" >Barrier 2: Non-standardized P2P processes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-73\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_3_thieu_audit_trail_va_bang_chung\" >Barrier 3: Lack of audit trail and evidence<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-74\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_4_khong_co_exception_playbook\" >Barrier 4: No exception playbook<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-75\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_5_chong_doi_thay_doi_adoption\" >Barrier 5: Resistance to change (adoption)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-76\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Rao_can_6_tich_hop_ERP_kem\" >Barrier 6: Poor ERP integration<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-77\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Bang_so_sanh_%E2%80%9CAI_First_trong_Finance_Ops%E2%80%9D_vs_%E2%80%9CAI_First_chung_chung%E2%80%9D\" >Comparison table of &quot;AI First in Finance Ops&quot; vs. &quot;AI First in general&quot;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-78\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Cau_hoi_thuong_gap_ve_tu_duy_AI_First_trong_Tai_chinh_%E2%80%93_Ke_toan\" >Frequently Asked Questions about AI-First Thinking in Finance and Accounting<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-79\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tu_duy_AI_First_co_phai_la_mua_mot_phan_mem_AI_ve_dung_khong\" >Does the &quot;AI First&quot; mindset simply mean buying and using AI software?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-80\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Nen_bat_dau_AI_First_tu_AP_hay_AR\" >Should you start AI First with AP or AR?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-81\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#KPI_toi_thieu_de_do_hieu_qua_AI_First_trong_30%E2%80%9360_ngay_la_gi\" >What are the minimum KPIs to measure AI First&#039;s effectiveness over 30\u201360 days?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-82\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#AI_co_the_giup_du_bao_dong_tien_tot_hon_Excel_bang_cach_nao\" >How can AI help predict cash flow better than Excel?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-83\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Lam_sao_tinh_ROI_khi_dung_AI_cho_hoa_don_va_cong_no\" >How do you calculate ROI when using AI for invoices and accounts receivable?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-84\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Tich_hop_AI_vao_ERP_co_lam_gian_doan_van_hanh_khong\" >Will integrating AI into ERP disrupt operations?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-85\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#AI_First_co_lam_tang_rui_ro_thue_neu_AI_trich_xuat_sai_khong\" >Does AI First increase tax risk if the AI extracts incorrect data?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-86\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Bizzi_BotExpenseARM_phu_hop_doanh_nghiep_nao\" >Which businesses are suitable for Bizzi Bot\/Expense\/ARM?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-87\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Khi_nao_nen_scale_AI_First_ra_toan_bo_Finance_Ops\" >When should we scale AI First to the entire Finance Ops system?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-88\" href=\"https:\/\/bizzi.vn\/en\/ai-first\/#Ket_luan\" >Conclude<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_la_gi_khi_dat_vao_bai_toan_CFO_kiem_soat_chi_phi_hoa_don_va_dong_tien\"><\/span><b>What does AI First thinking mean when applied to the CFO&#039;s problem of controlling costs, invoices, and cash flow?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The AI-First mindset in finance is about designing processes and making decisions based on data, controlling and auditing the trail from the outset, to automate the processing of expenses, invoices, and accounts receivable according to measurable KPIs, without increasing tax risks and operational errors.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_trong_kiem_soat_chi_phi\"><\/span><b>AI-First thinking in cost control.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Instead of asking, &quot;Will expenses exceed the target this month?&quot;, an AI-First CFO would ask, &quot;Which expenses are showing signs of exceeding the target in the next 2\u20134 weeks?&quot;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Practical applications:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI automatically categorizes expenses by behavior (not just by account code).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compare current vs. historical costs vs. internal benchmarks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Early warning:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Marketing costs have increased unusually.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">The vendor is old, but the unit price is gradually increasing.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Hidden cost, but low cost due to high frequency of occurrence.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"AI_First_trong_kiem_soat_hoa_don\"><\/span><strong>AI First in invoice control<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">With invoices, the risk doesn&#039;t lie in a single incorrect invoice, but in the recurring pattern of fraud. This is a transition from &quot;post-audit&quot; to &quot;continuous monitoring.&quot;<\/span><\/p>\n<p><b>The AI First mindset helps CFOs:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatic:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Read and understand the contents of the invoice.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Matching invoices \u2013 purchase orders \u2013 contracts<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detect:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">High-risk NCC<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">The invoice shows signs of irregularities (split into smaller parts, repeated patterns, illogical industry practices).<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Warning <\/span><b>before filing taxes<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The CFO doesn&#039;t need to &quot;review every single invoice,&quot; but <\/span><b>See risk table<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_First_trong_quan_tri_dong_tien\"><\/span><strong>AI First in Cash Flow Management<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">CFOs are shifting from &quot;looking at the numbers&quot; to <\/span><b>proactive cash flow management<\/b><span style=\"font-weight: 400;\">If you have the old way of thinking:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Check your account balance today.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Create a cash flow plan using Excel.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">So the AI First mindset would be:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">WHO <\/span><b>Simulating future cash flows<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">If I stick to my current payment schedule, when will I run out of money?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">If payment to supplier A is delayed by 7 days, what will be the impact?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">If payment is delayed from customer B, is a short-term loan necessary?<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI helps CFOs answer: \u201cThis decision <\/span><b>How will cash flow be affected after 30\u201360\u201390 days?<\/b><span style=\"font-weight: 400;\">&quot;<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_khac_gi_%E2%80%9Cdung_AI_cho_vui%E2%80%9D\"><\/span><b>How is the AI First mindset different from &quot;using AI for fun&quot;?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The AI First mindset isn&#039;t about adding AI at the end of the process, but rather redesigning the process so that AI can control, monitor, and detect risks right from the start.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For CFOs, the greatest value of AI lies in:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Single source of truth for financial data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Internal controls are &quot;hard-coded&quot; into the workflow.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reduce risk related to costs, bills, and cash flow \u2013 not just reduce manual labor.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_999979661\" aria-describedby=\"caption-attachment-999979661\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-999979661 size-full\" src=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first.webp\" alt=\"first-time-ai-thinking\" width=\"1024\" height=\"576\" title=\"\" srcset=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first.webp 1024w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-300x169.webp 300w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-768x432.webp 768w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-18x10.webp 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-999979661\" class=\"wp-caption-text\">The AI First mindset isn&#039;t about adding AI at the end of the process, but rather redesigning the process so that AI can control, monitor, and detect risks right from the start.<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Truc_1_Muc_tieu\"><\/span><b>Axis 1: Objectives<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">For the CFO, the question is not... <\/span><i><span style=\"font-weight: 400;\">&quot;How many minutes does AI save accountants from data entry?&quot; <\/span><\/i><span style=\"font-weight: 400;\">\u00a0but <\/span><i><span style=\"font-weight: 400;\">&quot;Can AI help reduce cost and bill risks and improve cash flow?&quot;<\/span><\/i><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Using AI for fun<\/b><\/td>\n<td><b>AI First<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Increase personal productivity (work faster, reduce manual labor)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Optimization <\/span><b>the entire Finance Ops system<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">AI provides personalized support.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI attached <\/span><b>process \u2013 policy \u2013 control<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Local benefits<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Enterprise-level benefits<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"Truc_2_Du_lieu\"><\/span><strong>Axis 2: Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI is only truly valuable when it works on <\/span><b>single source of truth<\/b><span style=\"font-weight: 400;\">, not in the file sent via Zalo.<\/span><\/p>\n<table style=\"width: 94.0663%;\">\n<tbody>\n<tr>\n<td style=\"width: 44.8205%;\"><b>Using AI for fun<\/b><\/td>\n<td style=\"width: 61.5759%;\"><b>AI First<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 44.8205%;\"><span style=\"font-weight: 400;\">Disjointed files: Excel, PDF, email<\/span><\/td>\n<td style=\"width: 61.5759%;\"><b>Single source of truth<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 44.8205%;\"><span style=\"font-weight: 400;\">Static data, manually entered.<\/span><\/td>\n<td style=\"width: 61.5759%;\"><span style=\"font-weight: 400;\">Automated data collection and normalization<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 44.8205%;\"><span style=\"font-weight: 400;\">Untraceable<\/span><\/td>\n<td style=\"width: 61.5759%;\"><span style=\"font-weight: 400;\">Have <\/span><b>data lineage<\/b><span style=\"font-weight: 400;\"> (Knowing where the data comes from \u2192 how to process it \u2192 what decisions to make with it)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">A CFO needs:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">A single data source for expenses \u2013 invoices \u2013 payments<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Any number can be traced back during an audit or inspection.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Truc_3_Kiem_soat\"><\/span><b>Axis 3: Control<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The AI First mindset does not replace control, but <\/span><b>It helps to control automated execution.<\/b><span style=\"font-weight: 400;\">Consistent and independent of human intervention.<\/span><\/p>\n<table style=\"width: 59.2176%;\">\n<tbody>\n<tr>\n<td style=\"width: 34.4671%;\"><b>Using AI for fun<\/b><\/td>\n<td style=\"width: 85.4875%;\"><b>AI First<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 34.4671%;\"><span style=\"font-weight: 400;\">No clear log<\/span><\/td>\n<td style=\"width: 85.4875%;\"><b>Full Audit Trail<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 34.4671%;\"><span style=\"font-weight: 400;\">Difficult to delegate authority<\/span><\/td>\n<td style=\"width: 85.4875%;\"><span style=\"font-weight: 400;\">Follow <\/span><b>SoD (Segregation of Duties)<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 34.4671%;\"><span style=\"font-weight: 400;\">Identify the following risks<\/span><\/td>\n<td style=\"width: 85.4875%;\"><span style=\"font-weight: 400;\">Risk detection <\/span><b>right in stream<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">The CFO needs to address this issue:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Who creates the costs?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Who approves it?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Who&#039;s paying?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Is it possible to have someone &quot;create, approve, and fund&quot; the project all at once?<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Truc_4_Van_hanh\"><\/span><b>Axis 4: Operation<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A CFO doesn&#039;t need everything to be &quot;automated 100%&quot;. A CFO needs:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Preparation \u2192 automatic running<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">An anomaly \u2192 be processed as an exception, ensuring the right person is held accountable and the right evidence is available.<\/li>\n<\/ul>\n<table style=\"width: 55.7452%;\">\n<tbody>\n<tr>\n<td style=\"width: 48.5788%;\"><b>Using AI for fun<\/b><\/td>\n<td style=\"width: 78.2946%;\"><b>AI First<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48.5788%;\">Spontaneous processing<\/td>\n<td style=\"width: 78.2946%;\">Clear workflow routing<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48.5788%;\">There is no standard time.<\/td>\n<td style=\"width: 78.2946%;\">It has SLA<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 48.5788%;\">Random processing error<\/td>\n<td style=\"width: 78.2946%;\">There is an exception queue.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"7_thuoc_tinh_bat_buoc_cua_tu_duy_AI_First_trong_Finance_Ops_la_gi\"><\/span><b>What are the 7 essential attributes of an AI-First mindset in Finance Ops?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A business truly prioritizes AI in finance only when it possesses all seven attributes: decision-first, data-first, control-by-design, automation-ready, risk-aware, explainable, and human-in-the-loop, all of which are measurable by operational and financial KPIs.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Decision-first_%E2%80%93_AI_phuc_vu_quyet_dinh_nao\"><\/span><b>(1) Decision-first \u2013 Which decision does AI serve?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI First doesn&#039;t start with data, it starts with... <\/span><b>decision map<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Example decision:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This cost <\/span><b>Is this the correct policy?<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This invoice <\/span><b>Is there a tax risk?<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This payment <\/span><b>Should we prioritize today?<\/b><\/li>\n<\/ul>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">% decision-making is supported by rule\/AI.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Average approval time (TAT approval)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The percentage of decisions that need to be &quot;reviewed after the period&quot;<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Data-first_%E2%80%93_master_data_sach_truoc_khi_AI_thong_minh\"><\/span><b>(2) Data-first \u2013 clean master data before intelligent AI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI is only good when <\/span><b>master data<\/b><span style=\"font-weight: 400;\"> Good:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Supplier<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Client<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>COA<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cost center<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tax code, payment term<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Do not have <\/span><b>single source of truth<\/b><span style=\"font-weight: 400;\"> \u2192 AI only adds more risk.<\/span><\/p>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">% invoice map correctly with supplier\/COA\/cost center on the first try.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Number of duplicate\/incorrect master data records<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">End-of-period data reconciliation time<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_Control-by-design_%E2%80%93_kiem_soat_nhung_trong_workflow\"><\/span><b>(3) Control-by-design \u2013 embedded control in workflow<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI Thinking First <\/span><b>not accepted<\/b><span style=\"font-weight: 400;\"> For example: &quot;Check again at the end of the month to see if there are any mistakes.&quot;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Instead:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Policy \u2192 <\/span><b>consent matrix<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approval \u2192 workflow routing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Workflow \u2192 Embedded SoD<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Control occurs <\/span><b>before money leaves the business<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">% transaction blocked before payment<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Number of errors detected before vs. after closing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Number of SoD violations<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"4_Automation-ready_%E2%80%93_tang_STP_giam_touchpoint\"><\/span><b>(4) Automation-ready \u2013 increase STP, decrease touchpoint<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI First aims to:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>STP (Straight Through Processing)<\/b><span style=\"font-weight: 400;\"> High<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A bill\/expense goes straight through if there is no risk.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Not automation at all costs, but automation. <\/span><b>what can be standardized<\/b><\/p>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">STP rate (% contactless transactions)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Number of touchpoints \/ transactions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cost per invoice \/ expense<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"5_Risk-aware_%E2%80%93_uu_tien_phat_hien_rui_ro_truoc_toi_uu\"><\/span><b>(5) Risk-aware \u2013 prioritizing risk detection over optimization<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI First <\/span><b>Cost optimization based on risk data is not feasible.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The correct order:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detecting risky invoices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Preventing violations<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Only then can we talk about optimization.<\/span><\/li>\n<\/ol>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rate of early detection of risky invoices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Exception rate<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The value of expenses that are blocked before payment.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"6_Explainable_%E2%80%93_AI_phai_giai_thich_duoc\"><\/span><b>(6) Explainable \u2013 AI must be explainable<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">In Finance:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">&quot;AI says so&quot; is <\/span><b>insufficient<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">You should know: <\/span><i><span style=\"font-weight: 400;\">Why was I warned?<\/span><\/i><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Explainability includes:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reason<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rule \/ pattern<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data trace<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">This is crucial for CFOs, auditors, and tax professionals.<\/span><\/p>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">%&#039;s warning is well-founded.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exception handling time<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Number of cases requiring escalation due to &quot;misunderstanding of warnings&quot;<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"7_Human-in-the-loop_%E2%80%93_con_nguoi_xu_ly_ngoai_le_khong_xu_ly_tat_ca\"><\/span><b>(7) Human-in-the-loop \u2013 humans handle exceptions, not all.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI First doesn&#039;t eliminate humans, but:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Design exception points<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Humans handle what AI is uncertain about.<\/li>\n<\/ul>\n<p>All exceptions:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Added to the exception queue<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Assign the correct responsibility group.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Save evidence \u2192 audit trail<\/li>\n<\/ul>\n<p><b>KPI measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exception processing time<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">% exceptions are handled correctly by the SLA.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI decision override rate<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_thay_doi_Procure-to-Pay_the_nao_de_giam_chi_phi_xu_ly_hoa_don\"><\/span><b>How is the AI First mindset changing Procure-to-Pay to reduce bill processing costs?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The AI-first approach in P2P focuses on &quot;touchless invoices&quot;: automatically receiving invoices, extracting data, performing 3D verification, streamlining approval processes according to policy, and only pushing exceptions to the designated handler, thereby reducing cycle time and cost per invoice.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Standard P2P chain in businesses: <\/span><b>PR\/PO \u2192 GR \u2192 Invoice \u2192 Approval \u2192 Payment \u2192 Posting<\/b><\/p>\n<p>Traditional problem:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Control is concentrated in the final approval.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Manual invoice processing \u2192 multiple touchpoints<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Late detection exceptions \u2192 increased AP costs, delayed payments<\/li>\n<\/ul>\n<p>AI First rephrases the question for each step:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Which steps should be automated (STP \/ touchless)?<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Which step requires maintaining control?<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">How early are the exceptions detected?<\/li>\n<\/ul>\n<p>How did AI First redesign each stage of the P2P market?<\/p>\n<h3><span class=\"ez-toc-section\" id=\"PR_PO_%E2%80%93_Kiem_soat_tu_dau_thay_vi_%E2%80%9Cchua_chay%E2%80%9D\"><\/span><b>PR\/PO \u2013 Control from the start instead of &quot;firefighting&quot;<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>What does AI First do? <\/b><span style=\"font-weight: 400;\">Apply the policy and approval matrix directly at the PR\/PO level:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget according to <\/span><b>cost center<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">NCC according to <\/span><b>master data<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expenditure threshold by role<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"GR_Goods_Receipt_%E2%80%93_Chuan_hoa_du_lieu_de_san_sang_STP\"><\/span><strong>GR (Goods Receipt) \u2013 Data standardization for STP readiness<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI First requires:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GR has a clear data structure.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mapping is possible with Purchase Order &amp; Invoice.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">If GR is &quot;dirty&quot; \u2192 AI cannot run STP in the next step.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Invoice_%E2%80%93_Trai_tim_cua_bai_toan_chi_phi_AP\"><\/span><strong>Invoice \u2013 The heart of the AP costing equation.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This is the place <\/span><b>AI First is completely different from &quot;using AI for fun&quot;.<\/b><span style=\"font-weight: 400;\">. <\/span><b>AI First in Invoice:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatic <\/span><b>Extract \u2013 Normalize \u2013 Compare<\/b><span style=\"font-weight: 400;\">: PO \u2013 GR \u2013 Invoice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pressure <\/span><b>tolerance thresholds<\/b><span style=\"font-weight: 400;\">:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Price discrepancies?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Quantity discrepancy?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Is NCC risky?<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Bill <\/span><b>Those that meet the criteria will be approved for direct STP approval. Conversely, those that do not, <\/b><span style=\"font-weight: 400;\">bill <\/span><b>exception \u2192 go to exception queue<\/b><\/p>\n<p><b>Bizzi Bot:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatically check invoices according to Decree 123.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data matching &amp; risk labeling<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Save the entire audit trail.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Approval_%E2%80%93_Tu_duyet_dai_tra_sang_duyet_ngoai_le\"><\/span><b>Approval \u2013 From mass approval to exception approval<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The AI First mindset shifts from &quot;Browsing all invoices&quot; to &quot;<\/span><b>Only approve invoices with exceptions.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approval focuses on:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Excess tolerance invoice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">NCC risk<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Unusual transactions<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">CFO control <\/span><b>based on risk<\/b><span style=\"font-weight: 400;\">, not by weight<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Payment_Posting_%E2%80%93_Tu_dong_nhung_co_kiem_soat\"><\/span><b>Payment &amp; Posting \u2013 Automatic but controlled<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">STP Invoice: Automatic Payment &amp; Posting<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exceptional invoice: Only runs after the exception is closed.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">No more &quot;closing the books only to discover problems later.&quot;<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"KPI_van_hanh_cot_loi_trong_P2P_duoi_tu_duy_AI_First\"><\/span><b>Core operational KPIs in P2P under the AI First mindset<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cost per invoice<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">(Cost\\ Per\\ Invoice = \\frac{Total\\ AP\\ Operating\\ Cost}{Number\\ of\\ Invoices\\ Processed})<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Touchless rate<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">(Touchless\\ Rate = \\frac{Invoices\\ Processed\\ STP}{Total\\ Invoices})<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cycle time<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">(Cycle\\ Time = Payment\\ Ready\\ Date \u2013 Invoice\\ Receipt\\ Date)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In short, AI First in Procure-to-Pay isn&#039;t about speeding up an old process, but about redesigning P2P to:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fewer invoices require human processing.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The exception was detected early.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Processing costs decrease structurally, not trend-driven.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"3-way_matching_PO%E2%80%93GR%E2%80%93Invoice_trong_tu_duy_AI_First_dien_ra_ra_sao_de_ngan_thanh_toan_sai\"><\/span><b>How does 3-way matching (PO\u2013GR\u2013Invoice) work in AI First thinking to prevent incorrect payments?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">3-way matching is the core control mechanism of AI First in Accounts Payable: matching purchase orders, delivery receipts, and invoices against rules and discrepancy thresholds; discrepancies are pushed to an exception with an audit trail before payment.<\/span><\/p>\n<figure id=\"attachment_999979657\" aria-describedby=\"caption-attachment-999979657\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-999979657\" src=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3.jpg\" alt=\"AI-first mindset 3\" width=\"1200\" height=\"675\" title=\"\" srcset=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3.jpg 1920w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3-300x169.jpg 300w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3-1024x576.jpg 1024w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3-768x432.jpg 768w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3-1536x864.jpg 1536w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-3-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-999979657\" class=\"wp-caption-text\">3-way matching is the core control mechanism of AI First.<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"3-way_matching_trong_AI_First_khac_gi_cach_lam_truyen_thong\"><\/span><b>How does 3-way matching in AI First differ from traditional methods?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><i><span style=\"font-weight: 400;\">The goal is not to &quot;match,&quot; but to <\/span><\/i><b><i>Prevent incorrect payments and reduce cost per invoice.<\/i><\/b><i><span style=\"font-weight: 400;\">.<\/span><\/i><\/p>\n<p><b>Traditional<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AP manually or semi-automatically reconciles PO \u2013 GR \u2013 Invoice.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The discrepancies were only discovered when the accountant &quot;re-checked&quot; the data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Numerous exceptions \u2192 delayed payments \u2192 additional processing fees<\/span><\/li>\n<\/ul>\n<p><b>AI First<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Matching is <\/span><b>rule and policy-based automation<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Order control <\/span><b>right at the point of receipt.<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Push only <\/span><b>genuine exception<\/b><span style=\"font-weight: 400;\"> into exception queue<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Have <\/span><b>audit trail + explainability<\/b><span style=\"font-weight: 400;\"> for each decision<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Cac_loai_3-way_matching_trong_AI_tu_duy_First\"><\/span><strong>Types of 3-way matching in First-Intellectual AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">3-way matching in AI First thinking is not intended to &quot;reduce the workload for accountants&quot;. <\/span><span style=\"font-weight: 400;\">which aims <\/span><b>Prevent incorrect payments, protect cash flow, and reduce AP operating costs.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"31_Exact_Match_khop_tuyet_doi\"><\/span><strong>3.1 Exact Match<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><b><i>Condition<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Unit price = PO<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Quantity = GR<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Correct tax rate &amp; supplier<\/span><\/i><\/li>\n<\/ul>\n<p><b><i>Handle<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Automatic STP (touchless)<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">No human intervention is needed.<\/span><\/i><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Suitable for high standardization costs, large suppliers<\/span><\/i><\/p>\n<h4><span class=\"ez-toc-section\" id=\"32_Tolerance_Match_khop_trong_nguong_cho_phep\"><\/span><strong>3.2 Tolerance Match (matches within acceptable limits)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><i><span style=\"font-weight: 400;\">AI First allows CFOs to set up <\/span><\/i><b><i>tolerance thresholds<\/i><\/b><i><span style=\"font-weight: 400;\"> according to policy.<\/span><\/i><\/p>\n<p><b><i>For example<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Unit price difference \u2264 1%<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Difference amount \u2264 200,000 VND<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Taxes are rounded according to regulations.<\/span><\/i><\/li>\n<\/ul>\n<p><b><i>Handle<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Still allowing STP<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Flag the log for audit trail.<\/span><\/i><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">The exception rate decreased significantly, but... <\/span><\/i><b><i>not out of control<\/i><\/b><i><span style=\"font-weight: 400;\">.<\/span><\/i><\/p>\n<h4><span class=\"ez-toc-section\" id=\"33_Partial_Match_khop_mot_phan\"><\/span><strong>3.3 Partial Match<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><b><i>Situation<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">GR receives in installments.<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Invoices issued in multiple batches.<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">The PO has remaining quantity.<\/span><\/i><\/li>\n<\/ul>\n<p><b><i>AI First Processing<\/i><\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Allow payment based on received portions.<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Follow the rest on the PO.<\/span><\/i><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><i><span style=\"font-weight: 400;\">Prevent payments exceeding the purchase order.<\/span><\/i><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Reduce instances of &quot;pending invoices&quot; due to incomplete order fulfillment.<\/span><\/i><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_giup_kiem_soat_chi_phi_theo_ngan_sach_Budget%E2%80%93Actual_theo_thoi_gian_thuc_nhu_the_nao\"><\/span><b>How does AI-First thinking help control budget-actual costs in real time?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI First transforms budgets into a &quot;guardrail&quot; right at the point of request and approval, instead of waiting for end-of-month reports. The system automatically alerts users to budget overruns, categorizes approvals according to policy, and continuously generates real-time data for the CFO.<\/p>\n<p>AI-First thinking helps control Budget \u2013 Actual in real time by switching from <i>post-audit report<\/i> luxurious <i>monitoring \u2013 forecasting \u2013 early intervention<\/i>This can be understood through the following five layers:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Tu_Budget_tinh_%E2%86%92_Budget_%E2%80%9Csong%E2%80%9D_Living_Budget\"><\/span><strong>1. From Static Budget \u2192 Living Budget<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Traditional<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget created at the beginning of the year\/quarter.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compare Actual after spending.\u00a0<\/span><\/li>\n<\/ul>\n<p><b>AI First<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget is <\/span><b>Attach rules + alert thresholds<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatic allocation based on:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Cost center<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Campaign \/ project<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Vendor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Time (months \u2013 weeks \u2013 days)<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Budget becomes <\/span><b>a monitoring system<\/b><span style=\"font-weight: 400;\">It&#039;s not just about numbers.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Actual_duoc_cap_nhat_theo_thoi_gian_thuc_Real-time_Actual\"><\/span><strong>2. Actual is updated in real time (Real-time Actual)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI First pulls expense data as soon as it&#039;s incurred, instead of waiting for the books to close.<\/p>\n<p><b>Data sources<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The purchase order has been approved.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GR (Goods Receipt)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Electronic invoice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bank payment<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time marketing costs (Ads, KOL booking, e-commerce platforms, etc.)<\/span><\/li>\n<\/ul>\n<p><b>Real-time control formula<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Budget Utilization Rate=Actual+CommittedApproved BudgetBudget\\ Utilization\\ Rate = \\frac{Actual + Committed}{Approved\\ Budget}Budget Utilization Rate=Approved BudgetActual+Committed\u200b<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In there:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Actual<\/b><span style=\"font-weight: 400;\">: spent<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Com decisive<\/b><span style=\"font-weight: 400;\">: Purchase order created but payment not yet made<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The CFO sees it. <\/span><b>future costs<\/b><span style=\"font-weight: 400;\"> not just the past.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_AI_phat_hien_lech_ngan_sach_truoc_khi_vuot_Early_Warning\"><\/span><b>3. AI detects budget deviations before exceeding the budget (Early Warning)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI doesn&#039;t just report &quot;overtaken,&quot; but reports... <\/span><b>&quot;about to overtake&quot;<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>AI models used:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Trend analysis<\/b><span style=\"font-weight: 400;\">: burn rate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Seasonality<\/b><span style=\"font-weight: 400;\">: Costs increase seasonally<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vendor pattern<\/b><span style=\"font-weight: 400;\">NCC often incurs additional costs.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Campaign pattern<\/b><span style=\"font-weight: 400;\">: campaign or team at which stage of the cost<\/span><\/li>\n<\/ul>\n<p><b>For example<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget for June campaign: 500 million VND<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">On the 15th, I burned 65%.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00a0AI warns: <\/span><i><span style=\"font-weight: 400;\">&quot;At the current pace, we&#039;ll surpass 18% by the end of the month.&quot;<\/span><\/i><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Kiem_soat_chi_phi_ngay_tu_khau_duyet_Pre-spend_Control\"><\/span><strong>4. Pre-spend control<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI First doesn&#039;t wait until &quot;the money is spent before comparing.&quot; <\/span><span style=\"font-weight: 400;\">When creating a purchase order (PR\/PO):<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI verification:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Remaining budget<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Burn rate of the cost center<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">History of similar budget overruns.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Spending priority level<\/span><\/li>\n<\/ul>\n<p><b>Decision Engine<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Auto-approve (within safe limits)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Requires higher approval<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Block \/ Suggest adjust amount<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Budget is <\/span><b>Protecting the source of expenditure right from the start.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Forecast_tu_dong_Budget_khong_con_%E2%80%9Cbi_dong%E2%80%9D\"><\/span><strong>5. Automatic Forecast: Budgeting is no longer &quot;passive&quot;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">EAC=Actual+AI Forecast RemainingEAC = Actual + AI\\ Forecast\\ RemainingEAC=Actual+AI Forecast Remaining<\/span><\/p>\n<p><span style=\"font-weight: 400;\">CFO &amp; Brand Manager know:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expected end of month\/quarter:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">How much is missing?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">How much is left?<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Should:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Amputation<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Limb transfer<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Increase the budget appropriately.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Decision making <\/span><b>proactive<\/b><span style=\"font-weight: 400;\">, not firefighting.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Dashboard_AI_First_nhin_la_hieu_%E2%80%93_khong_can_cho_bao_cao\"><\/span><strong>6. Dashboard AI First: Understand at a glance \u2013 no need to wait for reports.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Realtime dashboard<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget vs Actual vs Forecast<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Top cost overrun<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cost center risk<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Campaign burn is unusually fast.<\/span><\/li>\n<\/ul>\n<p><b>Questions that AI can answer<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">&quot;Which item is burning through the budget the fastest?&quot;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">&quot;If we maintain this speed, when will we be able to overtake?&quot;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which vendors typically cause budget deviations?<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_999979655\" aria-describedby=\"caption-attachment-999979655\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-999979655\" src=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1.webp\" alt=\"AI-first mindset 1\" width=\"1200\" height=\"630\" title=\"\" srcset=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1.webp 2400w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-300x157.webp 300w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-1024x537.webp 1024w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-768x403.webp 768w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-1536x806.webp 1536w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-2048x1074.webp 2048w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu-duy-ai-first-1-18x9.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-999979655\" class=\"wp-caption-text\">The AI-First mindset helps control budget and actual costs in real time by shifting from post-audit reporting to monitoring, forecasting, and early intervention.<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_trong_Accounts_Receivable_cai_thien_DSO_va_dong_tien_theo_co_che_nao\"><\/span><b>How does the AI First mindset in Accounts Receivable improve DSO and cash flow?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI-First thinking in AR optimizes debt collection by automatically categorizing risks based on debt age, prioritizing debt lists, triggering debt reminders based on scenarios, and monitoring results using DSO\/aging so that CFOs can see the clear cash impact. Based on 4 core mechanisms:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Du_bao_rui_ro_cham_tra_theo_tung_khach_hang\"><\/span><b>1. Forecast the risk of late payments by customer.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI analysis:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Payment history<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Contract terms<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Repeated late payment behavior<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00a0Use a Payment Risk Score and focus on collecting debts from the right customers at the right time, instead of reminding them indiscriminately.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Nhac_no_follow-up_tu_dong_dung_%E2%80%9Cthoi_diem_vang%E2%80%9D\"><\/span><b>2. Automated debt reminders and follow-up, at the right &quot;golden time&quot;.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI determined:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">When should you remind someone (before the deadline \/ close to the deadline \/ past the deadline)?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Most effective channels (email, Zalo, call)<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Reducing debt collection and reliance on human resources leads to faster cash flow and lower DSO (Demand on Sales).<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Uu_tien_thu_tien_theo_tac_dong_dong_tien\"><\/span><b>3. Prioritize collecting payments based on cash flow impact.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI sorts the debt collection list by:<\/p>\n<ul>\n<li aria-level=\"1\">Amount<\/li>\n<li aria-level=\"1\">Overdue date<\/li>\n<li aria-level=\"1\">Impact on cash flow<\/li>\n<\/ul>\n<p>The AR team focuses on &quot;collecting the most valuable funds first,&quot; improving short-term cash flow.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Du_bao_dong_tien_thu_vao_Cash_In_Forecast\"><\/span><b>4. Cash In Forecast<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI predictions:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">When will the money actually arrive?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Best\/Basic\/Worst Scenarios<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The CFO can proactively:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Spending<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Short term loan<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adjust the sales plan.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Cach_tinh_ROI_khi_ap_dung_AI_vao_APAR_de_CFO_ra_quyet_dinh_dau_tu\"><\/span><strong>How to calculate ROI when applying AI to AP\/AR to help CFOs make investment decisions.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The ROI of AI in Finance is not just about reducing data entry personnel, but also about reducing errors, incorrect payments, tax risks, and improving cash flow. CFOs need a formula that separates operational benefits from working capital benefits.<\/span><\/p>\n<p><b>General ROI formula framework:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">ROI=Financial Benefits\u2212Total AI CostTotal AI CostROI = \\frac{Financial\\ Benefits \u2013 Total\\ AI\\ Cost}{Total\\ AI\\ Cost}ROI=Total AI CostFinancial Benefits\u2212Total AI Cost\u200b<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In there <\/span><b>Financial Benefits<\/b><span style=\"font-weight: 400;\"> They come from the four main groups below.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>ROI from Accounts Payable (AP):\u00a0<\/b><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Reduce invoice processing costs.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">SavingsAP Ops\u200b=(Cost\/InvoiceBefore\u200b\u2212Cost\/InvoiceAfter\u200b)\u00d7#Invoices<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid incorrect and duplicate payments.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">SavingsError\u200b=ValueDuplicate+Overpayment Avoided\u200b<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimize early payment discounts.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">GainEarly Pay=Discount Earned\u2212Opportunity CostGain_{Early\\ Pay} = Discount\\ Earned \u2013 Opportunity\\ CostGainEarly Pay\u200b=Discount Earned\u2212Opportunity Cost<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>\u00a0ROI from Accounts Receivable (AR)<\/b><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Reduce DSO \u2192 free up cash<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Cash Released=Annual Revenue365\u00d7DSO ReducedCash\\ Released = \\frac{Annual\\ Revenue}{365} \\times DSO\\ ReducedCash Released=365Annual Revenue\u200b\u00d7DSO Reduced<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0Reduce bad debt &amp; write off<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">SavingsBad Debt=Reduction Rate\u00d7Total ReceivablesSavings_{Bad\\ Debt} = Reduction\\ Rate \\times Total\\ ReceivablesSavingsBad Debt\u200b=Reduction Rate\u00d7Total Receivables<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Total AI Investment Cost<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Include:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">License \/ Subscription<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implementation<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Training &amp; change management<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Emergency<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Lam_sao_tich_hop_AI_vao_ERP_hien_tai_SAPOracleMISA%E2%80%A6_ma_khong_gian_doan_van_hanh\"><\/span><strong>How can AI be integrated into existing ERP systems (SAP\/Oracle\/MISA, etc.) without disrupting operations?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Integrating AI into ERP systems doesn&#039;t require a complete overhaul if businesses standardize master data, map data fields, implement access control, and conduct audit trails from the design stage. Deploying API connectivity and data synchronization along business workflows helps reduce downtime risks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To <\/span><b>Integrate AI into existing ERP systems (SAP \/ Oracle \/ MISA\u2026) without disrupting operations.<\/b><span style=\"font-weight: 400;\">Right thinking is not about <\/span><i><span style=\"font-weight: 400;\">&quot;Replace ERP&quot;<\/span><\/i><span style=\"font-weight: 400;\"> but <\/span><b>&quot;Wrapping AI around the outside \u2013 plugging it in at the right spot \u2013 running in parallel&quot;<\/b><span style=\"font-weight: 400;\">CFOs and IT professionals typically follow these six principles:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Nguyen_tac_kien_truc_%E2%80%9CAI_as_a_Layer%E2%80%9D_khong_dung_loi_ERP\"><\/span><strong>1. Architectural principle: &quot;AI as a Layer,&quot; avoiding interference with the ERP core.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">ERP = System of Record (standard data)<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">AI = System of Intelligence (analysis \u2013 forecasting \u2013 warning)<\/li>\n<\/ul>\n<p>AI reads, analyzes, and recommends; ERP records and executes. No core modifications, no impact on ERP upgrades.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Tich_hop_qua_API_Connector_tieu_chuan\"><\/span><strong>2. Integration via standard API\/Connector<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Safe method<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use the available API of:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">SAP (BAPI \/ OData)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Oracle (REST API)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">MISA (Accounting and Invoicing API)<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI tool only:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Pull data (invoice, PO, AR\/AP, master data)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Push back <\/span><b>flag \/ recommendation \/ approval status<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_Chay_song_song_Parallel_Run_truoc_khi_go-live\"><\/span><strong>3. Run a parallel run before going live.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Standard procedure<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ERP is still operating as before.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI running <\/span><b>shadow mode<\/b><span style=\"font-weight: 400;\">:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Analysis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Compare the results<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Do not interfere with decisions.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compare discrepancies \u2192 fine-tune the model<\/span><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"4_Tich_hop_theo_use-case_nho_khong_%E2%80%9Cbig_bang%E2%80%9D\"><\/span><strong>4. Integration based on small use cases, not the &quot;big bang&quot; approach.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Prioritize use cases <\/span><b>low risk \u2013 high ROI<\/b><span style=\"font-weight: 400;\">:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AP: bill reading, 3-way matching, duplicate detection<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AR: DSO forecast, customer scoring<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget: Budget overrun warning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expense: detecting abnormal limbs<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"5_Co_che_%E2%80%9CHuman-in-the-loop%E2%80%9D\"><\/span><b>5. The &quot;Human-in-the-loop&quot; mechanism<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">It&#039;s about both adhering to internal controls and building user trust.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">WHO <\/span><b>not automatically make decisions<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Only:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Flag<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Propose<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Priority processing<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The final approver remains in the ERP system.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"6_Bao_mat_tuan_thu_dieu_CFOIT_quan_tam_nhat\"><\/span><b>6. Security &amp; Compliance (the top concern for CFOs\/IT staff)<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u00a0Meets audit, tax, and IT security requirements.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Read-only access<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Assign permissions by role<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Full log (AI audit trail)<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Data storage according to legal standards (10-year invoice validity)<\/li>\n<\/ul>\n<p>Similarly with Bizzi. Bizzi doesn&#039;t replace ERP, but transforms it into &quot;AI-ready&quot;: better control, greater transparency, and uninterrupted operations.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Bizzi_ap_dung_mo_hinh_%E2%80%9CAI_as_a_Layer%E2%80%9D_tren_ERP\"><\/span><strong>Bizzi applies the &quot;AI as a Layer&quot; model to its ERP system.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Step 1 \u2013 Connect, do not replace the core.<\/b><\/p>\n<p><b>No changes to the ERP core will be made, and current operations will not be affected.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bizzi <\/span><b>ERP\/accounting integration<\/b><span style=\"font-weight: 400;\"> (SAP \/ Oracle \/ MISA\u2026) via API<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Get the standard data:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">PO, GR<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">COA, cost center<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ERP is still <\/span><b>single source of truth<\/b><\/li>\n<\/ul>\n<p><b>Step 2 \u2013 AI processing &amp; real-time synchronization<\/b><\/p>\n<p><b>\u00a0Finance tracks expenses and liabilities as soon as they arise, without waiting for the books to close.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bizzi AI:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Reading and standardizing invoices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Reconciliation of PO\u2013GR\u2013Invoice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Detection of discrepancies, duplications, and risks.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Processing status <\/span><b>realtime synchronization<\/b><span style=\"font-weight: 400;\"> Regarding ERP:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Pending \/ Exception \/ Approved<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><b>Step 3 \u2013 Traceability &amp; Compliance<\/b><\/p>\n<p><b>\u00a0Ready for tax audit and inspection.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Note:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Who did what \u2013 when \u2013 why<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Proof of reconciliation and approval<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Document storage according to legal standards (10 years)<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_999979660\" aria-describedby=\"caption-attachment-999979660\" style=\"width: 1000px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-999979660 size-full\" src=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu_duy_ai_first.webp\" alt=\"first-time-ai-thinking\" width=\"1000\" height=\"760\" title=\"\" srcset=\"https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu_duy_ai_first.webp 1000w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu_duy_ai_first-300x228.webp 300w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu_duy_ai_first-768x584.webp 768w, https:\/\/bizzi.vn\/wp-content\/uploads\/2026\/01\/tu_duy_ai_first-16x12.webp 16w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-999979660\" class=\"wp-caption-text\">Bizzi is partnering to transform the AI First mindset into a proactive, transparent financial control system that generates real monetary value.<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_kiem_soat_rui_ro_hoa_don_va_tuan_thu_thue_tu_dong_theo_co_che_nao\"><\/span><b>How does AI First thinking automate invoice risk control and tax compliance?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">In compliance, AI First isn&#039;t about &quot;guessing correctly,&quot; but rather about automatically checking supplier\/invoice data according to rules, detecting risk indicators, storing traceability evidence, and ensuring that documents meet archiving standards, thereby reducing the probability of errors and post-audit processing costs.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Chuan_hoa_doc_hoa_don_tu_dong_Input_Control\"><\/span><strong>1. Standardize and automatically read invoices (Input Control)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Reduce manual data entry errors \u2013 a major source of risk.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI OCR + NLP reading:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tax identification number, invoice number, date of issue<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tax rate, tax amount, total amount<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Seller - Buyer<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Standardize data according to tax format.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Doi_soat_thong_minh_da_chieu_Smart_Matching\"><\/span><strong>2. Smart Matching (Multi-dimensional intelligent matching)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><b>Prevent incorrect payments before they happen.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">3-way matching: <\/span><b>PO \u2013 GR \u2013 Invoice<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tolerance rule according to company policy<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identification:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Duplicate invoice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Incorrect unit price\/quantity<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tax rate differential<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_Cham_diem_rui_ro_hoa_don_NCC_Risk_Scoring\"><\/span><strong>3. Invoice &amp; Supplier Risk Scoring<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI analysis:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">History of misconduct<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Irregular invoicing practices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">NCC is on the risk\/absconding list.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A &quot;beautiful but dangerous&quot; invoice template<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Assign <\/span><b>Invoice Risk Score and<\/b><span style=\"font-weight: 400;\">Prioritize thorough examination of high-risk invoices.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Kiem_soat_tuan_thu_thue_theo_rule_hoc_may\"><\/span><strong>4. Tax compliance control based on rules + machine learning<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Reduce risk <\/span><b>Disallowed payment \u2013 retroactive collection \u2013 penalty<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Check:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">VAT deduction conditions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Deadline for filing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Valid\/legal invoice<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI learns from:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Cases that are exempt from tax<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Results of previous inspections<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"5_Audit_trail_bang_chung_so_hoa\"><\/span><strong>5. Audit trail &amp; digitized evidence<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ready to explain <\/span><b>Tax - Auditing<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Save:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Original data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Reconciliation results<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Decision &amp; Approver<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Full time-based tracing<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"AI_First_phat_hien_gian_lan_chi_tieu_expense_fraud_tot_hon_phe_duyet_thu_cong_o_diem_nao\"><\/span><strong>In what ways is AI First better at detecting expense fraud than manual approval?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Manual approvals often rely on intuition and lack comparative data, making it easy to miss sophisticated fraud. AI First detects anomalies based on behavioral patterns, quotas, duplicate documents, and historical discrepancies, then pushes the correct exception to the appropriate authority.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Phat_hien_pattern_gian_lan_%E2%80%93_khong_chi_loi_be_mat\"><\/span><strong>1. Detection <i>pattern<\/i> Fraud \u2013 not just surface flaws<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sophisticated fraud uncovered, without revealing the perpetrators.<\/span><\/p>\n<p><b>Handmade<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Look at each individual invoice.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clearly pointed out the error (wrong name, wrong amount).<\/span><\/li>\n<\/ul>\n<p><b>AI First<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Look <\/span><b>sequence of behaviors<\/b><span style=\"font-weight: 400;\">:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Splitting bills into smaller amounts to avoid credit limits.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Repeat the &quot;familiar&quot; NCC<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Spending increased unusually over time.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compare with <\/span><b>baseline of normal behavior<\/b><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_So_sanh_cheo_da_chieu_cross-check\"><\/span><strong>2. Cross-check<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">It&#039;s difficult to do multiple things simultaneously in a craft.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI comparison:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Staff \u2194 Department<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expenditure \u2194 Type of work<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Location \u2194 Time \u2194 Work Schedule<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expense \u2194 approved budget<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_Hoc_tu_qua_khu_ngay_cang_thong_minh\"><\/span><strong>3. Learn from the past and become smarter.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI learns from:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Fraud case has been discovered.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Expenditure that was previously disallowed<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Each review round \u2192 <\/span><b>more accurate model<\/b><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"4_Phat_hien_theo_thoi_gian_thuc_khong_cho_hau_kiem\"><\/span><strong>4. Real-time detection, no need for post-verification.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Genuine loss reduction, not just detection for the sake of &quot;making reports look good&quot;.<\/span><\/p>\n<p><b>Handmade<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fraud is usually detected when:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Paid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Payment has been made.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Settlement completed<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><b>AI First<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Warning <\/span><b>immediately upon submitting the expense<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Block the money before it leaves the company.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"5_Nhat_quan_khong_bi_cam_tinh_chi_phoi\"><\/span><strong>5. Consistency &amp; Freedom from Emotional Influence<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">WHO:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Apply the same rules to everyone.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">No regard for rank.<\/span>&nbsp;<\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Handmade:<\/span>&nbsp;\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">It&#039;s easy to overlook &quot;familiar cases&quot;.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Depends on the reviewer.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In short, the AI First mindset doesn&#039;t replace the reviewer, but rather acts as a &quot;radar&quot; to detect fraud before money is withdrawn from the business.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lo_trinh_5_buoc_xay_tu_duy_AI_First_cho_phong_Tai_chinh_%E2%80%93_Ke_toan\"><\/span><strong>A 5-Step Roadmap to Building an AI-First Mindset for the Finance and Accounting Department<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">An effective AI First roadmap begins with the CFO&#039;s commitment, assessing current data and processes, selecting impactful use cases (AP\/Expense\/AR), implementing a KPI-driven pilot, and only then scaling up. Doing it in reverse order often leads to costly projects that yield no results.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_1_Mindset_muc_tieu_theo_KPI_rui_ro_nao_phai_khoa\"><\/span><strong>Step 1 Mindset: KPI-based goals, which risks need to be addressed.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Core Objectives<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It&#039;s not about &quot;making AI for fun,&quot; but rather:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Optimize financial KPIs<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Lock critical financial obstruction<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><b>Key KPIs<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">DSO, DPO<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cost leakage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exception rate (invoice \/ expense)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget variance<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Audit recordings<\/span><\/li>\n<\/ul>\n<p><b>Risks must be locked in.<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Overpayment \/ duplicate payment<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">VAT non-compliance<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fraud and expense abuse<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cash flow volatility<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Step_2_Assessment_data_readiness_process_maturity_control_points\"><\/span><strong>Step 2 Assessment: data readiness, process maturity, control points<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Evaluating the three pillars<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Goodness<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">ERP \/ accounting system<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Invoice\/transaction data quality<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Master data (vendor, COA, cost center)<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Process Matter<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">AP \/ AR \/ Expense \/ Budget workflows<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Level of standardization<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Manual vs automated ratio<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Control Points<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Approval matrix<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Matching rules<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Evening travel schedule<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"Step_3_Strategy_chon_use_case_theo_ROIrui_ro\"><\/span><strong>Step 3 Strategy: Choose a use case based on ROI\/risk.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Use case selection criteria<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Spirit<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Risk reduction impact<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Implementing mindfulness<\/b><\/li>\n<\/ul>\n<p><b>Quick-win use cases<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AP: AI invoice processing &amp; 3-way matching<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AR: DSO prediction &amp; collection prioritization<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Budget: real-time budget control<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expense: fraud &amp; anomaly detection<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Step_4_Pilot_6%E2%80%938_tuan_goi_y_do_beforeafter\"><\/span><strong>Step 4 Pilot: 6\u20138 weeks (suggested), before\/after measurements.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Pilot range<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">1\u20132 processes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">1\u20132 business units<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Parallel run (AI shadow mode)<\/span><\/li>\n<\/ul>\n<p><b>Before\/After Measurement<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cycle time<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exception rate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cost per transaction<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">DSO \/ overpayment avoided<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Step_5_Scale_mo_rong_theo_luong_va_chuan_hoa_governance\"><\/span><strong>Step 5 Scale: Scaling along the flow and normalizing governance<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Expand by stream<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">From AP \u2192 AR \u2192 Budget \u2192 Expense<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">From warning \u2192 recommendation \u2192 proactive control<\/span><\/li>\n<\/ul>\n<p><b>Standardizing governance<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Human-in-the-loop<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Model monitoring<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Policy &amp; rule ownership<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI audit trail &amp; compliance<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"6_rao_can_khien_AI_First_trong_Finance_that_bai_va_cach_thao_go\"><\/span><strong>6 barriers that cause AI First in Finance to fail and how to overcome them.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AI-First often fails not because the AI is weak, but because of fragmented data, unstandardized processes, lack of control, insufficient System of Documents (SoD), and vague KPIs. Addressing these issues in the correct order reduces deployment risks and increases the success rate when scaling up.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_1_master_data_ban\"><\/span><strong>Barrier 1: Dirty master data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Duplicate vendor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">COA \/ cost center are not consistent.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lack of naming standards<\/span><\/li>\n<\/ul>\n<p><b>Consequences<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI learns incorrectly \u2192 gives false warnings \u2192 loses trust.<\/span><\/li>\n<\/ul>\n<p><b>How to remove<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data cleansing &amp; standardization<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Single owner for master data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data validation rules before feeding into AI.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_2_quy_trinh_P2P_khong_chuan_hoa\"><\/span><strong>Barrier 2: Non-standardized P2P processes<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Each room is decorated in a different style.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ignore PO\/GR<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Flexible Approval<\/span><\/li>\n<\/ul>\n<p><b>Consequences<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI has no baseline to compare against.<\/span><\/li>\n<\/ul>\n<p><b>How to remove<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Standardizing P2P flow end-to-end<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Define mandatory control points<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lock down the process before &quot;AI-izing&quot; it.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_3_thieu_audit_trail_va_bang_chung\"><\/span><strong>Barrier 3: Lack of audit trail and evidence<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">I don&#039;t know who approved it, or why.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lack of evidence during an audit.<\/span><\/li>\n<\/ul>\n<p><b>Consequences<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI is not acceptable in a compliant environment.<\/span><\/li>\n<\/ul>\n<p><b>How to remove<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enforce digital audit trail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Evidence-based approval<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Full log of AI and human decisions<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_4_khong_co_exception_playbook\"><\/span><strong>Barrier 4: No exception playbook<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The AI is reporting an error but doesn&#039;t know how to fix it.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Each person handles it differently.<\/span><\/li>\n<\/ul>\n<p><b>Consequences<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Exception backlog, user quits.<\/span><\/li>\n<\/ul>\n<p><b>How to remove<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Define exception taxonomy<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Standardize actions according to each exception type.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clear RACI for Finance \u2013 Procurement \u2013 Ops<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_5_chong_doi_thay_doi_adoption\"><\/span><strong>Barrier 5: Resistance to change (adoption)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fear of being controlled.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fear of AI &quot;spotting flaws&quot;<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Consequences<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI is correct, but nobody uses it.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">How to remove<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Position AI = assistant, not auditor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Quick wins in 6\u20138 weeks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KPIs linked to adoption, not just compliance.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Rao_can_6_tich_hop_ERP_kem\"><\/span><strong>Barrier 6: Poor ERP integration<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Problem<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Slow data sync<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Incorrect mapping<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Interfering with the ERP core<\/span><\/li>\n<\/ul>\n<p><b>Consequences<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Operational disruption<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IT protests<\/span><\/li>\n<\/ul>\n<p><b>How to remove<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI as a Layer Architecture<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API-based, read-first integration<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Parallel run before go-live<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Bang_so_sanh_%E2%80%9CAI_First_trong_Finance_Ops%E2%80%9D_vs_%E2%80%9CAI_First_chung_chung%E2%80%9D\"><\/span><strong>Comparison table of &quot;AI First in Finance Ops&quot; vs. &quot;AI First in general&quot;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">This table helps CFOs differentiate AI First based on financial-operational KPIs, quickly identify priority use cases and mandatory conditions (data, controls, integration) before investing.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Use case<\/b><\/td>\n<td><b>Objective (Finance Ops \u2013 AI First)<\/b><\/td>\n<td><b>AI First in general<\/b><\/td>\n<td><b>Data needed<\/b><\/td>\n<td><b>Mandatory checkpoints<\/b><\/td>\n<td><b>Financial and operational KPIs<\/b><\/td>\n<td><b>Risks if done incorrectly<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>AP Invoice<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Prevent overpayments, reduce cost leakage, and improve tax compliance.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Automatic invoice entry<\/span><\/td>\n<td><span style=\"font-weight: 400;\">PO, GR, Invoice, vendor master<\/span><\/td>\n<td><span style=\"font-weight: 400;\">3-way matching, tolerance rule, audit trail<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Exception rate, overpayment avoidance, cycle time<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Incorrect payment, VAT loss, audit finding<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Expense<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Detecting fraud, enforcing policies, and reducing overspending.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Digitizing the expense form<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Receipt, policy, employee data<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Policy rule, anomaly detection, approval matrix<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Fraud rate, cost per claim, approval time<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Internal fraud, loss of control over spending.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>AR Collections<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Reduce DSO, optimize cash-in.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Send automated debt reminder emails.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Invoice, payment history, contract<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Risk scoring, collection prioritization<\/span><\/td>\n<td><span style=\"font-weight: 400;\">DSO, cash collected, overdue ratio<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Inflated cash flow, increased bad debt.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Cash Forecast<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Accurate cash flow forecasting is essential for decision-making.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Balance summary dashboard<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AR\/AP aging, payment pattern<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Forecast model, scenario control<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Forecast accuracy, liquidity buffer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Wrong decision, lack of cash.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Cau_hoi_thuong_gap_ve_tu_duy_AI_First_trong_Tai_chinh_%E2%80%93_Ke_toan\"><\/span><strong>Frequently Asked Questions about AI-First Thinking in Finance and Accounting<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Below is a summary of answers to some questions related to AI-first thinking in the field of Finance and Accounting.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tu_duy_AI_First_co_phai_la_mua_mot_phan_mem_AI_ve_dung_khong\"><\/span><b>Does the &quot;AI First&quot; mindset simply mean buying and using AI software?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Are not. <\/span><b>AI First is a management mindset.<\/b><span style=\"font-weight: 400;\">This is not a decision to buy a tool. AI is only valuable when:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Directly attached to <\/span><b>Financial KPIs<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Plug it in correctly. <\/span><b>checkpoint<\/b><span style=\"font-weight: 400;\"> in the process<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Have <\/span><b>audit trail<\/b><span style=\"font-weight: 400;\"> and comply<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Buying AI but not changing the control method \u2192 <\/span><b>Low ROI<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Nen_bat_dau_AI_First_tu_AP_hay_AR\"><\/span><b>Should you start AI First with AP or AR?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>AP is often the best starting point.<\/b><span style=\"font-weight: 400;\">, because:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clear data (PO \u2013 GR \u2013 Invoice)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fast ROI (3-way matching, spend control)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">High risk if mistakes are made (overpayment, VAT).<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AR is suitable when businesses want to <\/span><b>Optimize DSO and cash flow<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"KPI_toi_thieu_de_do_hieu_qua_AI_First_trong_30%E2%80%9360_ngay_la_gi\"><\/span><b>What are the minimum KPIs to measure AI First&#039;s effectiveness over 30\u201360 days?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Touchless rate<\/b><span style=\"font-weight: 400;\"> (Non-intervention processing rate)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Exception rate<\/b><span style=\"font-weight: 400;\"> (Invoice\/expense flagged)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cycle time<\/b><span style=\"font-weight: 400;\"> (processing time)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Overpayment avoided<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00a0KPIs could not be measured after 60 days because the AI was not in the right place.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_co_the_giup_du_bao_dong_tien_tot_hon_Excel_bang_cach_nao\"><\/span><b>How can AI help predict cash flow better than Excel?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">WHO:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analysis <\/span><b>AR aging<\/b><span style=\"font-weight: 400;\"> based on payment behavior<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Learn from payment history and seasonality.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time updates when invoices are generated.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Excel is static, AI is <\/span><b>living forecast<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Lam_sao_tinh_ROI_khi_dung_AI_cho_hoa_don_va_cong_no\"><\/span><b>How do you calculate ROI when using AI for invoices and accounts receivable?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">ROI comes from:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reduce invoice processing costs.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid duplicate\/incorrect returns.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reduce <\/span><b>DSO<\/b><span style=\"font-weight: 400;\"> \u2192 Release cash<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reduce bad debt<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The CFO should consider this. <\/span><b>ROI on P&amp;L + Cash Flow<\/b><span style=\"font-weight: 400;\">, not only saves manpower<\/span><i><span style=\"font-weight: 400;\">.<\/span><\/i><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Tich_hop_AI_vao_ERP_co_lam_gian_doan_van_hanh_khong\"><\/span><b>Will integrating AI into ERP disrupt operations?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">No, if:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Applying architecture <\/span><b>AI as a Layer<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ERP connection via API<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Run <\/span><b>parallel run<\/b><span style=\"font-weight: 400;\"> before go-live<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">ERP is still <\/span><b>System of records<\/b><span style=\"font-weight: 400;\">AI is an analytical layer.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_First_co_lam_tang_rui_ro_thue_neu_AI_trich_xuat_sai_khong\"><\/span><b>Does AI First increase tax risk if the AI extracts incorrect data?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">No, if yes:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rule-based validation<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Human-in-the-loop<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Full Audit Trail<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The real risk comes from <\/span><b>Manual input and unchecked<\/b><span style=\"font-weight: 400;\">, not AI.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Bizzi_BotExpenseARM_phu_hop_doanh_nghiep_nao\"><\/span><b>Which businesses are suitable for Bizzi Bot\/Expense\/ARM?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Matching word <\/span>SME to Enterprise.<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Bizzi Bot \/ B-Invoice: For businesses with multiple input invoices, a 3-way matching and tax compliance system is needed.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Bizzi Expense: Businesses with high travel expenses need to control fraud.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Bizzi ARM: B2B business, high debt, needs to reduce DSO.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Khi_nao_nen_scale_AI_First_ra_toan_bo_Finance_Ops\"><\/span><b>When should we scale AI First to the entire Finance Ops system?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>When the pilot meets its target KPIs and the exception process is stable:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Touchless rate<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Exception rate<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Cycle time<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Full Audit Trail<\/li>\n<\/ul>\n<p>Scaling before stabilization often causes exception queues to get stuck, breaks SLAs, and erodes user trust.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclude<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>In the context of rising costs, stricter tax regulations, and increasing pressure for efficiency, AI First has become a mandatory management capability, especially for Finance and Accounting.<\/p>\n<p>For CFOs, the AI First mindset isn&#039;t about using ChatGPT to ask for data or relying on AI to generate reports quickly.<\/p>\n<p>AI First thinking = a financial system design mindset where:<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">AI is placed at the core of the process, not as a decorative element.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Data-controlled operations are built around the ability to automatically detect risks and exceptions and optimize cash flow.<\/li>\n<\/ul>\n<p>In short, it&#039;s not about &quot;AI helping me work faster,&quot; but rather &quot;AI helping the financial system operate correctly, completely, and in a controlled manner, right from the start.&quot; AI First doesn&#039;t make businesses &quot;more technologically advanced,&quot; but makes them &quot;better managed.&quot;<\/p>\n<p>Bizzi is partnering to transform the AI First mindset into a proactive, transparent financial control system that generates real monetary value.<\/p>\n<p>To receive personalized solutions tailored specifically to your business, register here: https:\/\/bizzi.vn\/dang-ky-dung-thu\/<\/p>","protected":false},"excerpt":{"rendered":"<p>T\u01b0 duy AI first l\u00e0 \u0111\u1eb7t AI v\u00e0o trung t\u00e2m t\u01b0 duy v\u1eadn h\u00e0nh, ngay t\u1eeb l\u00fac thi\u1ebft k\u1ebf quy tr\u00ecnh t\u00e0i ch\u00ednh \u2013 k\u1ebf&#8230;<\/p>","protected":false},"author":56,"featured_media":999979656,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[369],"tags":[],"class_list":["post-999979654","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-doi-tai-chinh"],"acf":[],"_links":{"self":[{"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/posts\/999979654","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/comments?post=999979654"}],"version-history":[{"count":3,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/posts\/999979654\/revisions"}],"predecessor-version":[{"id":999979664,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/posts\/999979654\/revisions\/999979664"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/media\/999979656"}],"wp:attachment":[{"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/media?parent=999979654"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/categories?post=999979654"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bizzi.vn\/en\/wp-json\/wp\/v2\/tags?post=999979654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}