M-Files Brings AI Agents Into Everyday Knowledge Work

M-Files on June 24 launched a portfolio of AI agents designed to automate document-centric work across metadata management, search, workflow automation and contract reviews. Built on the company's Enterprise Knowledge Graph, the agents use business context to understand documents, relationships and processes while operating within governance controls established by the organization.

The release reflects a broader shift in enterprise AI. Organizations are increasingly moving beyond AI assistants that answer questions and summarize content toward AI agents that can participate directly in operational workflows. The challenge is determining how much work AI systems can perform autonomously while maintaining trust, accountability and oversight.

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