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Category: Thought Leadership

A collage of people on headsets representing the multi-user challenge in AI productivity.

May 20, 2026

AI Productivity Has a Multi-User Problem

Individual chatbots made people faster. The real organizational unlock is multi-user agent work: shared project surfaces that are as easy as chat and as governed as real operations.