Microsoft Introduces Work IQ Engine: Boosts Enterprise AI Speed by 400%
Microsoft introduced the Work IQ knowledge compilation engine for enterprise AI agents like Copilot, boosting response speed by 400% and reducing token consumption by 30% without changing the underlying LLM. The feature transforms scattered organizational data from SharePoint, emails, and Teams meetings into structured knowledge bases for efficient retrieval. This architectural breakthrough significantly cuts down high latency and computational costs in enterprise knowledge-intensive scenarios without requiring expensive LLM upgrades. It makes enterprise AI deployment more scalable and economically viable by optimizing how AI agents process fragmented workplace data. The Work IQ feature is currently available in preview for Frontier Preview tenants utilizing usage-based billing, with administrative controls managed via the Microsoft 365 admin center. Microsoft plans to extend this capability to Copilot Studio custom agents and introduce automated maintenance to keep knowledge bases synchronized with enterprise updates.
## BACKGROUND
In enterprise environments, AI agents often struggle with high latency and token costs because they must search through isolated documents and unstructured datasets across platforms like SharePoint and Microsoft Teams. Work IQ addresses this by acting as a specialized compilation engine that structures these fragmented sources beforehand, allowing the AI to query a unified knowledge base rather than parsing raw files on the fly.