Welcome to Vision stack

Purview DLP Incident Management (IM) – From Alert to Outcome #07

Phase 3 – Investigation Context Is the Real Investigation Engine. Overview A DLP investigation that starts and ends with the alert is not an investigation. It is a policy match...

Read more

Purview DLP Incident Management (IM) – From Alert to Outcome #06

Phase 3 – Investigation The DLP Triage Framework. Overview A DLP alert arrives. The analyst opens it. Now what? Most teams have an instinct at this point to look at...

Read more

Purview DLP Incident Management (IM) – From Alert to Outcome #05

Phase 2 – Building the DLP Operating Model Communication and Escalation Patterns. Overview A well-defined operating model with correct RBAC gets you the right people with the right access. What...

Read more

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...

Read more

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...

Read more

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...

Read more

Purview Content Explorer: When “Last Modified” Can Trick You

If you’ve ever built a “sensitive files modified in the last X days” report from Purview Content Explorer exports and thought, “Nice, we’re capturing real tenant data estate status”… there’s...

Read more

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...

Read more

Attribution 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....

Read more