# Microsoft builds synthetic enterprise environments to test Copilot without customer data

> Original title: How do you test Copilot against real-world business complexity without exposing customer data? Microsoft researchers created a platform t...

- Source: Microsoft Research
- Published: 2026-11-10T18:55:09.000Z
- Bad Influence: https://badinfluence.news/items/qpv5qh8k1vck9njsgv7levb7y
- Original: https://x.com/MSFTResearch/status/2120228786557865990

## Summary

Microsoft researchers created an Industry Evaluation Data Generation Platform that builds synthetic enterprise environments with simulated employees, meetings, emails, documents, and industry-specific workflows. Microsoft says the environments let it evaluate Copilot at scale in realistic business scenarios while preserving customer data privacy.

## Post

How do you test Copilot against real-world business complexity without exposing customer data? Microsoft researchers created a platform that generates synthetic enterprise environments, complete with simulated employees, meetings, emails, documents, and industry-specific workflows. These environments let Microsoft evaluate Copilot at scale in realistic business scenarios while preserving customer data privacy. 

Read about the Industry Evaluation Data Generation Platform: https://msft.it/6011ahGkZ

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2120228321464049664%2Fimg%2FpIWhvCgxxYiX8UH9.jpg&mode=thumb&exp=1794528000&sig=ca5243325d13ac7b)