Asana, ClickUp, Linear, Notion, Atlassian, Microsoft and monday.com are not building the same AI teammate. Their interfaces are quietly deciding whether AI becomes a colleague, delegate, automation, specialist network or outside worker.
Operational AI is making software companies rediscover the bespoke human work they spent years trying to avoid: entering messy organisations, mapping real processes, and staying responsible until the system actually works.
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