The future development trend of RPA process automation is studied
Since the first year of RPA in 2019, the RPA market in China has developed rapidly, and at present, RPA is being widely used金融、电商、政企Other fields。
According to the Deloitte Technology Trends report, the market for RPA robotic process automation solutions is expected to grow at an annual rate of 20%, and predicts that the market size of RPA will reach $5 billion by 2024。After detonating the market, RPA will usher in a new growth cycle。
So, what are the future trends of RPA process automation?Around the technology, market and application effect, Jin Zhiwei summarized the following points:
1. Technical application
1, further integration of AI technology, linkage AIGC to create greater value
With the continuous development of AI technology, in the future, RPA is expected to combine more powerful AI technologies, such as machine learning, natural language processing, and so on。RPA interworks with AIGC,Both reinforce each other,The human-computer interaction capability of RPA will be further improved,同时,The self-learning and self-optimization ability of RPA robot will be improved qualitatively,Better understanding and processing of unstructured data,To optimize more complex business processes,Meet the needs of diverse business scenarios。
2. System integration based on RPA will be further strengthened
Under the dual factors of market demand and technological development, the integration of RPA with other systems has become the standard of RPA and related automation products, and has also become one of the important assessment options for measuring RPA products。
In the future, RPA-based system integration will become more flexible and powerful to adapt to more business scenarios and provide users with easier process automation interactions with multiple system software。
3. The super automation matrix is gradually improved
Hyperautomation is defined by Gartner as "the application of advanced technologies, including artificial intelligence (AI) and machine learning (ML), to increasingly automate processes and empower people.。According to the latest data from Gartner, the ultra-automation market is expected to reach $720 billion by 2023。The huge market space attracts relevant manufacturers to try to layout related products and technologies。
未来,Domestic RPAThe development of ultra-automation is bound to accelerate further。
4, RPA product cloud is more thorough
Domestic RPA has considered the cloud of RPA since its birth, and some are cloud-native RPA products。At present, RPA has basically achieved management and deployment on the cloud, and Guo Tingde, an industry consulting expert in Jin Zhiwei, has also elaborated how enterprises can realize the digital intelligent transformation of financial management through RPA technology on the cloud。
In the future, the cloud on RPA will be a key part of the project implementation strategy to meet the needs of enterprises for flexibility, scalability and cost effectiveness。Under the full cooperation of cloud computing vendors and RPA vendors, the cloud of RPA products will be more thorough。
5. Meta-technologies and distributed architectures will be adopted at scale
With the popularity of cloud computing technology, RPA will adopt more cloud-native and distributed architectures。
On the one hand, the number of robots can be flexibly expanded or reduced according to demand, speeding up the project implementation cycle and reducing maintenance costs, and on the other hand, tasks are distributed among multiple nodes to achieve load balancing, more flexible expansion and deployment of automated tasks, and improve the overall system performance。
Second, market trends
1, more manufacturers fully support Xinchuang and localization
In the domestic market to serve the government, central enterprises and state-owned enterprises and other organizations, RPA products must support the software and hardware systems of Xinchuang。This not only puts forward higher safety requirements for domestic RPA, but also forces domestic RPA to do the corresponding technology, product and even ecological innovation。
In the future, there will be more manufacturers to achieve a more comprehensive letter and innovation adaptation, and then serve more organizations using new system products。
2. Wider industry application and field expansion
With the continuous maturity and development of RPA technology, its application scope in all walks of life will be further expanded。In addition to traditional industries such as finance, manufacturing and logistics, RPA will also play a greater role in other fields, such as manufacturing, medicine, agriculture, human resource management and education。Among them, the financial and government sectors, as the two major areas with the highest penetration rate in the domestic RPA market, will continue to expand their market shares。
Relying on the accumulation of enterprise-level technology and service concept for more than ten years, Jin Zhiwei takes the financial industry as the starting point and gradually replicates the successful experience of the financial industry to thousands of industries。At present, the proportion of revenue from customers outside of Jin Zhiwei Finance has reached about one-third。
Third, the application effect
1. Seamless integration to break data silos
In order to simplify the implementation process and increase the flexibility of automation, in the future, RPA technology will place greater emphasis on seamless integration with existing enterprise systems and API interoperability。
This trend toward seamless integration and API interoperability will enable organizations to more smoothly automate business processes end-to-end across department and system boundaries。It can not only improve the operational efficiency of the enterprise, but also reduce the risk of data silos and process fragmentation。
2. RPA will create a new employment system
With the continuous popularization and application of RPA, people's demand for automation technology is getting higher and higher。In the future, there will be cooperation between machines and humans in many fields, and some occupations related to RPA technology will become new favorites in the job market, such asRPA Development EngineerRPA implementation consultant, etc。RPA will change the existing recruitment system, bring new job opportunities, and create a new job market。