Evaluation for AI node

Important

As of October 2026, this content is archived and no longer maintained. Information on this page may not reflect the latest product plans, features, or guidance. For current roadmap information across Dynamics 365, Power Platform, Dataverse, Microsoft 365, and Copilot, visit the roadmap. Continue to use Microsoft Learn for authoritative product guidance and documentation.

Important

Some of the functionality described in this release plan has not been released. Delivery timelines may change and projected functionality may not be released (see Microsoft policy). Learn more: What's new and planned

Enabled for	Public preview	General availability
Admins, makers, marketers, or analysts, automatically	Sep 2026	-

Business value

This feature:

• Enables makers to validate AI node quality before production.
• Improves confidence in AI-driven workflows.
• Supports faster troubleshooting and iteration.
• Provides consistent quality measurement across AI scenarios.

Feature details

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.

Core capabilities

The core capabilities include:

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

Results experience

Results include:

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

Geographic areas

Visit the Explore Feature Geography report for Microsoft Azure areas where this feature is planned or available.

Language availability

Visit the Explore Feature Language report for information on this feature's availability.