AI Workflow Factory connects Process Mining, Autonomous Engineer, Build Agent, and App Engine. Process Mining identifies processes that can be improved based on business metrics, while the development tools build and test workflow changes, and App Engine runs them at scale, the statement added.
ServiceNow described the approach as a “continuous workflow improvement loop,” connecting process discovery, development, and deployment. It said the model allows an enterprise to use the results of one improvement to identify the next opportunity rather than launching a separate project each time.
Sanchit Vir Gogia, chief analyst at Greyhound Research, said the approach addresses the coordination required to turn a process problem into a deployed improvement, but does not remove the need to address the underlying business process.



