Welcome to Vision stack

Attribution in Agentic Systems: When the user isn’t the actor anymore – Part #1

Identity vs agency (and why your audit log suddenly feels… philosophical) At some point, every organization running agents hits the same moment: “Why did I do that?”“You didn’t.”“The audit log...

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Purview Sensitivity Labels: The Two-Track Pattern

Stop asking one label taxonomy to do two unrelated jobs There’s a particular brand of optimism in “We’ll just use the same sensitivity labels for documents and Teams/Sites.” It’s the...

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