5 trends in robotic accounting process automation (RPA) to watch in 2021
By Nuong Ho Pham
RPA, short for robotic process automation, is an accounting automation process system that is starting to be widely used in the accounting and finance world today. Let's take a look at the directions of RPA development this year with Bizzi.
1. Adoption moves to measure and re-evaluate performance
The question in 2021 is not whether RPA will evolve. Instead, users and software developers will judge how effective these RPA initiatives are.
Bởi vì cho đến nay nhiều tổ chức chỉ đơn giản là thiết lập và vận hành một số hình thức RPA, tìm ra khả năng của công nghệ và học một số bài học ban đầu trong quá trình thực hiện. Như trường hợp của nhiều công nghệ mới nổi, có khả năng “bong bóng” RPA sẽ vỡ nếu nhiều lần triển khai không diễn ra suôn sẻ như kế hoạch.
As a result, what we will see over the next year is a re-evaluation of whether many RPA projects have been effectively architected and whether the underlying business processes are understood well enough for effective automation. on a large scale or not.
2. Focus more on the process
Robotic process automation is a hot topic in the business world and tends to attract excessive attention in the current climate.
What everyone is looking forward to, however, is a deeper focus on process understanding and optimization. It is a direct result of moving from RPA adoption to evaluation and optimization.
Many organizations will find their initial efforts were hindered by processes they did not fully understand or were simply not suited to RPA.
Predictions suggest that technologies and process exploits will get more attention in the new year. Related terms and technologies such as process discovery, process intelligence, process optimization, and process orchestration will similarly become a larger part of the RPA vocabulary and toolkit.
3. RPA use cases increasingly extend beyond finance and accounting.
Các bộ phận tài chính nhanh chóng trở thành thị trường màu mỡ cho sự phát triển của RPA trong doanh nghiệp. Tuy nhiên tài chính chắc chắn không phải là mảnh đất màu mỡ duy nhất cho RPA.
Jon Knisley, principal, automation and process excellence at FortressIQ, expects RPA and underlying process improvements to diffuse more quickly into other business functions as previous adopters look to expand its use cases.
Knisley said: “Trải nghiệm khách hàng là một lĩnh vực mới nổi đối với sự thông minh về quy trình và RPA khi các công ty muốn mở rộng ra ngoài các lĩnh vực thực hành tài chính và kế toán truyền thống. Các công ty bắt đầu áp dụng RPA cho các chức năng kinh doanh khác nhau sẽ được phục vụ tốt nhất bằng cách đảm bảo rằng trước tiên họ hiểu những gì họ đang tự động hóa.”
Chris Huff, Chief Strategy Officer at Kofax, said: “The first step in digital transformation for many organizations is implementing RPA for tedious and time-consuming tasks like data entry. In 2021, organizations will upgrade and increasingly leverage the power of RPA for higher value use cases to transform their business processes.”
4. Data privacy becomes a bigger concern for RPA.
Theo Knisley, việc mở rộng các trường hợp sử dụng RPA cho các bộ phận như HR làm nổi bật một khả năng phát triển khác. Mối quan tâm ngày càng tăng xung quanh quyền riêng tư và bảo mật dữ liệu khi chúng liên quan đến RPA.
Not only is this a function that expands usage, but it also has the potential to increase how organizations deploy related technologies such as process mining or what Knisley calls “intelligent processes.”
As it becomes easier to discover data across systems and automate its movement using RPA and other technologies, the risks increase.
Knisley said: “Traditionally, data mining applications were limited to core back-office ERP applications that generate log files to serve as the primary data source.
“With the emergence of process intelligence and data collection at the front-end layer, the variety and volume of data has increased dramatically.
Richer data sets allow more meaningful insights to be discovered, but at the same time the potential for data leaks increases. Companies have a moral and ethical responsibility to address use cases that could abuse similar advances in technology.”
5. RPA becomes tighter with additional technologies.
Both the process and automation layers of RPA will become more integrated with other technologies as end users and RPA vendors look to build on the fundamental capabilities of RPA software.
The common theme here is greater integration between processes and systems, as well as better integration and alignment between complementary technologies, such as process mining, RPA, and AI areas such as market computer sense or machine learning.
Stephen DeWitt, chief strategy officer at Automation Anywhere, said: “As the following years unfold, this system will have new levels of integration and capabilities. As businesses consider themselves digital natives, results-driven processes and contextual automation for their customers and workers will be fundamental by the middle of this decade.”.
Many experts note that AI and automation done properly will still require a lot of human interaction and supervision.
But today's relatively ordinary RPA bot could soon do more in automation.
“By the middle of this decade, or in some cases, next year, we will be able to automate the process,” DeWitt said, “and once this moment happens, the business will be able to rewrite itself.”
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