Comparative Benchmarks: AI Builder Models, Copilot Agents, and Copilot Computer Use (Published)
This benchmark compares three Microsoft Power Platform technologies—AI Builder form-processing models, Copilot agents, and Copilot computer use—across insurance claims processing, welfare eligibility verification, and supplier onboarding scenarios. The evaluation reveals distinct performance profiles for each technology: AI Builder excels at high-volume structured document extraction but struggles with variations; Copilot agents offer superior contextual understanding and natural language capabilities but require significant configuration; and Copilot computer use provides unmatched legacy system integration without semantic understanding. The findings demonstrate that organizations achieve optimal results by combining technologies strategically rather than pursuing a single-technology approach. A decision framework guides practitioners in selecting the appropriate technology mix based on document standardization, process complexity, exception handling requirements, and system integration needs.
Keywords: AI Builder, Copilot agents, Intelligent document processing, hybrid automation, legacy system integration