In this paper, UiPath Chief Robotics Officer Boris Krumrey delves into the ways RPA and AI can best achieve a powerful digital labor, detailing on implementation and operating challenges.
UiPath enables autonomous automation: robots-managing-robots. They are capable of monitoring and handling attended & unattended robot collaboration and optimizing end-to-end workflow automation with centralized work queues. AI robotic managers reduce automation costs & meet service levels by synchronizing queued work and robot deployments with scheduled workflows and events; monitoring & triggering failover procedures, as needed. Orchestrate all of this from cloud or on-premises.
UiPath is the only RPA tool that applies AI in the Computer/Machine Vision field - solving a wide variety of problems. Our robots have intelligent eyes to “see” screen elements using contextual relationships - just as humans do, bringing unrivaled accuracy and precision to automation. Other robots, blind by comparison to ours, are limited to locating screen elements with various methods e.g. configured searches or coordinates. UiPath Robots give two very significant advantages: implementations are 2-4 times faster and production is much more stable because computer vision instantly accounts for any screen changes that might occur while processes are running. Our computer vision advantages are multiplied in Citrix environments, a large part of RPA automation solutions with ERP systems in scope. In Citrix, our implementation speeds are 20x faster than those of providers using blind robots.
With language detection, the extraction of unstructured data, and sentiment analysis, UiPath Robots extend the scope of automation to knowledge-based processes that otherwise couldn’t be covered. They not only handle the automation of unstructured content (think irregular paper invoices) but can interpret content and apply rules ( unhappy social media posts). Language detection is a prerequisite for precision in OCR image analysis, and sentiment analysis helps the Robots understand the meaning and emotion of text language and use it as the basis for complex decision making. High value solutions range from insurance to accounting to customer service & more.
