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From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence.

Microsoft ResearchResearch source·
AI brief

Microsoft Research described an approach to evaluating Microsoft Copilot at enterprise scale that uses synthetic enterprise data, because real organizational data contains sensitive information that cannot be used for evaluation.

Why it matters: It points to synthetic data as a way to test enterprise AI assistants without exposing sensitive organizational information.

Written by AI from Microsoft Research's published text.

Background

From our own funding, model and news trackers, not from the source.

Source

“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.”
Microsoft Research, 30 Oct 2026, 13:05.

A paper, laboratory publication or research report.

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