Bulk File Testing for Copilot Studio Agents
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A Dataverse, SharePoint, Power Automate, Copilot Studio, and Power BI architecture validates document-processing agents across large real-world file sets.
TL;DR
Copilot Studio evaluations test prompt responses and conversations, but bulk file testing validates document processing at scale. Dataverse tracks test cases and outcomes, SharePoint stores inputs and gold standards, Power Automate runs and compares cases, and Power BI reports pass rates, failure patterns, and regressions across prompt versions.
Original by Ashwin Raju Krishnamurthi, on The Custom Engine. Read the original
This is our own summary, not a republication or full translation.
Governance takeaway
- Admins/CoE: Build a configuration-driven test process with Dataverse for definitions and execution history, SharePoint for files and expected outputs, and Power Automate for orchestration and comparison.
- Leadership/Business: Use standard evals together with bulk file testing, because prompt quality does not establish reliable processing across large, varied document volumes.
Frequently asked questions
What does Dataverse store in bulk file testing for Copilot Studio?
Dataverse stores test definitions, file references, expected outputs, prompt versions, metadata, execution history, comparisons, and pass or fail outcomes.
How does Power Automate run bulk file tests for Copilot Studio agents?
Power Automate retrieves eligible tests and SharePoint assets, invokes the agent, compares extracted fields with expected outputs, and records results in Dataverse.
What does Power BI show for Copilot Studio bulk file testing?
Power BI shows pass and fail rates, vendor-template error concentration, prompt-version mismatch trends, and regression patterns over time.