---
id: "lib-2026-10-30-from-synthetic-enterprise-data-evaluations-to"
type: "library"
title: "From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence"
lang: "EN"
org: "Microsoft Research"
source_type: "Other"
date: "2026-10-30"
week: "2026-W44"
url: "https://nosov.ai/library/lib-2026-10-30-from-synthetic-enterprise-data-evaluations-to/"
original_url: "https://www.microsoft.com/en-us/research/blog/from-synthetic-enterprise-data-evaluations-to-real-microsoft-copilot-ai-confidence/"
tags: ["ai technology", "evaluation", "enterprise architecture"]
frames: ["verification-capacity"]
---

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

## English summary

Fully synthetic enterprise tenants (users, meetings, mail) grounded in O*NET, job postings and SEC filings, used to evaluate Copilot without customer data. Pattern for evaluating internal agents on governed data.

Original: https://www.microsoft.com/en-us/research/blog/from-synthetic-enterprise-data-evaluations-to-real-microsoft-copilot-ai-confidence/