Microsoft Power Platform governance and administration - Evaluation for AI Node

We are announcing the ability to evaluate AI Node executions using configurable graders to measure quality, validate outputs, and identify failures in Microsoft Power Platform governance and administration. This feature will reach public preview on July 30, 2026.

How does this affect me?
Evaluation for AI Node enables makers to measure the quality of AI-generated outputs within workflows. Instead of validating an entire workflow, evaluations focus on individual AI Nodes, making it easier to identify quality issues and improve prompts or configurations.

The core capabilities of this feature include:

• Evaluate individual AI Node executions.
• Apply one or more evaluation graders.
• Run evaluations across multiple executions.
• Review detailed grading results and explanations.

Additionally, this feature provides the following results for evaluations:

• PASS / FAIL verdicts.
• Grader explanations.
• Supporting evidence.
• Consistent quality measurements across executions.

What action do I need to take?
This message is for awareness, and no action is required.