Microsoft Research Introduces Synthetic Data Platform for Copilot

What happened

Microsoft Research has developed a synthetic data platform to evaluate Microsoft Copilot in enterprise settings without using actual customer data. This platform allows for testing at scale while maintaining privacy and security.

The platform generates fully synthetic environments that mimic real business workflows, including realistic users, meetings, emails, and organizational structures. These environments are designed to be dynamic and time-evolving, reflecting real-world changes in projects and timelines.

Why it matters

The ability to evaluate Copilot in synthetic environments is crucial for ensuring the tool's effectiveness and safety across diverse industries. By using data from SEC filings and O*NET, the platform can simulate realistic business contexts and employee roles, providing meaningful insights into Copilot's performance.

Key details

Microsoft Copilot is used by millions of knowledge workers globally to assist with tasks like drafting documents and summarizing meetings. The synthetic environments are tailored to different industries, including pharmaceutical, capital markets, and IT/software.

The platform ensures safety and privacy by avoiding real customer data and using automated content-safety checks. It also incorporates SEC filings to reflect real organizational structures and financial contexts.