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From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

TL;DR

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Nauti's Take

The first practical test should check whether the synthetic datasets reflect your roles, permissions, document types, and edge cases. Microsoft has described the approach, but its transferability to specific tenants, error rates, and the effort required for custom evaluations remain unverified.

Sources