Pattern
Purview DLP Incident Management (IM) – From Alert to Outcome #04
Phase 2 – Building the DLP Operating Model RBAC for Purview DLP Incident Management. Overview The DLP Response Pyramid defines who owns each layer of the incident lifecycle. But a...
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Purview DLP Incident Management (IM) – From Alert to Outcome #03
Phase 1 – Where DLP Programs Quietly Break Down The DLP SOC Operating Model. Overview DLP incidents don’t fail at the detection layer. They fail at the ownership layer. Quick...
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Purview DLP Incident Management (IM) – From Alert to Outcome #02
Phase 1 – Where DLP Programs Quietly Break Down Alerts Are Not Incidents. Overview If every DLP alert is treated as an incident, then nothing is an incident. Quick recap...
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Purview DLP Incident Management (IM) – From Alert to Outcome #01
Phase 1 – Where DLP Programs Quietly Break Down DLP Is Deployed. Incident Management Is Not. Overview Most DLP programs don’t fail because the policies are wrong. They fail because...
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Prompt Hygiene for Enterprise AI – Part #2
The control stack (and how to prove it worked) If you want “AI governance,” you need two things: This is where a lot of AI deployments quietly fail, as they...
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Prompt Hygiene for Enterprise AI – Part #1
The problem isn’t the model. It’s the input pipe. “Prompt hygiene” sounds like a made-up term someone invented five minutes before a steering committee. In enterprise AI, it’s simpler (and...
Read moreAttribution in Agentic Systems: When the user isn’t the actor anymore – Part #2
The pattern: User + agent + intent binding (so investigations stop being archaeology ) Part 1 ended with the uncomfortable truth: audit identity is not the same thing as agency....
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Content as a Service: The Missing Layer in Modern Application Architecture
Documents, images, contracts, customer uploads, generated artifacts - content quickly becomes central to business workflows. Yet in many applications, content handling is treated as an afterthought.
Read morePurview 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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