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Insights

AI Security & Governance, written to be useful after the meeting.

Practical, durable guidance for leaders and teams responsible for making AI adoption safer, clearer, and easier to explain. The library covers AI governance, vendor risk, data retention, identity and access control, incident readiness, SaaS security, privacy reviews, and calmer ways to operate security decisions.

Citation Summary

Zero Drama Security publishes practical AI security and governance guidance.

Source: Zero Drama Security. Author: Fred Descloux. Last reviewed August 7, 2026, with current guidance for leaders, security teams, privacy teams, and operators.

What the library covers

Zero Drama Security publishes practical guidance on AI governance, AI security, vendor risk, data retention, identity and access control, privacy reviews, incident readiness, SaaS security, and control design.

Who it is for

The insights are written for security, privacy, risk, product, and executive teams that need clear decisions instead of abstract frameworks or paperwork-heavy governance.

How to use it

Use the articles to prepare decision briefs, shape governance operating models, evaluate AI vendors, improve access and retention controls, and explain tradeoffs in plain leadership language.

Topic Index

Common AI security and governance questions.

AI governance and retention

Retention, deletion, records, and durable governance decisions for AI systems.

Identity and access control

Break glass access, service accounts, OAuth consent, and privilege boundaries.

AI incident readiness

Hostile evidence handling, AI-assisted analysis, escalation, and decision records.

AI telemetry and privacy

Prompt retention, runtime logs, traces, tool calls, deletion, and privacy boundaries.

SaaS and integration governance

Webhook triggers, SaaS drift, production actions, and integration ownership.

A polished office receiving dock sends covered dishes directly to desks while one clerk tries to inspect them too late.

AI Security

A vendor review can tell you whether a supplier looks acceptable. It does not tell you whether every AI output from that supplier deserves to enter your workflow as fact, instruction, evidence, or production state.

Fred Descloux / 6 min read / October 12, 2026

Knowledge Center

Explore the library.

A polished office receiving dock sends covered dishes directly to desks while one clerk tries to inspect them too late.
AI Security

AI Vendor Outputs Need an Intake Boundary

A vendor review can tell you whether a supplier looks acceptable. It does not tell you whether every AI output from that supplier deserves to enter your workflow as fact, instruction, evidence, or production state.

Fred Descloux / 6 min read / Oct 12, 2026
A polished office control room where dozens of elegant wall switches all appear to control the same single desk lamp.
Security Architecture

Settings Pages Are Policy Surfaces

A settings page can look like harmless product configuration while quietly deciding who can access data, how long records live, what gets exported, which integrations receive events, and whether support can see customer context.

Fred Descloux / 6 min read / Oct 8, 2026
A polished office desk where one tiny assistant is handed an absurd mountain of file cabinets to answer one simple request.
AI Security

AI Agents Need a File Access Budget

The agent does not need your whole laptop to summarize one document. Broad file access feels convenient until it becomes a standing privacy exception with no purpose limit, no expiry, and no evidence of what was actually read.

Fred Descloux / 6 min read / Oct 5, 2026
A polished office reception desk overwhelmed by identical welcome baskets while one narrow turnstile controls access.
Security Architecture

Invitation Links Are Identity Decisions, Not Onboarding Convenience

An invitation link looks like onboarding plumbing. Send the link, let the user join, reduce admin friction. Fine. But if that link creates an account, assigns a role, joins a workspace, or bypasses normal approval context, it is not just onboarding. It is an identity decision with a very friendly user experience.

Fred Descloux / 6 min read / Oct 1, 2026
A spotless office archive where shredded paper is carefully filed back into cabinets.
Privacy

Soft Delete Is Not a Deletion Control

Soft delete looks responsible because it protects teams from accidental loss. The mistake is treating it as deletion. A hidden row can still be retained, restored, searched, exported, logged, backed up, and disclosed unless the system has real purge rules and operating ownership.

Fred Descloux / 7 min read / Sep 28, 2026
A polished office access desk overflowing with neat badges while a side door is quietly propped open.
Security Architecture

Zero Drama Week: Access Lives Beyond the Role Table

Access does not live only in the role table. It lives in what people can see, what failure paths reveal, what old sessions can still do, and whether data owners can actually stop risky use.

Fred Descloux / 6 min read / Sep 25, 2026
A polished data owner desk placed far away from the actual control levers.
GRC

Data Owners Need Enforcement Rights, Not Just Names

A data owner who cannot change access, stop an export, shorten retention, or challenge a new use case is not really an owner. They are a name attached to risk somebody else is operating.

Fred Descloux / 6 min read / Sep 24, 2026
A polished office security desk calmly issuing new access cards while a stack of old cards still opens every doorway.
Security Architecture

Role Changes Need a Session Boundary

A role change looks simple in the admin console. Someone moves from admin to analyst. A contractor loses tenant access. A support user changes teams. The directory syncs. The UI shows the new state. Everyone relaxes a little too early.

Fred Descloux / 6 min read / Sep 23, 2026
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SaaS Security

Stop Treating Read-Only Roles as Harmless

Read-only access sounds safe because nobody can change a record. That framing is too generous. In many systems, the ability to view customer data, employee data, financial records, support history, security logs, or internal notes is enough to create real risk.

Fred Descloux / 6 min read / Sep 21, 2026
A polished control room where every console quietly depends on one tiny approval stamp.
Security Architecture

Zero Drama Week: Evidence Has to Change the Outcome

Security evidence is not automatically control. This week was about the places where artifacts look mature, but only matter if they change what teams, systems, and AI workflows are allowed to do next.

Fred Descloux / 7 min read / Sep 18, 2026
A polished architecture review room where one tiny decision notebook holds up an absurd wall of beautiful but useless diagrams.
Security Architecture

Threat Models Need Decision Records, Not Better Diagrams

A threat model can look mature while staying oddly powerless. The boxes are tidy. The arrows are directional. The trust boundaries are drawn with care. Someone captured spoofing, tampering, data exposure, privilege abuse, denial paths, and a few uncomfortable assumptions. Then the diagram gets saved somewhere and the system keeps changing.

Fred Descloux / 6 min read / Sep 17, 2026
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AI Security

AI Pull Requests Need an Actor Model for Code Review

Code review was never just about spotting bad syntax. It was a lightweight governance mechanism for production change. AI assisted development makes that more obvious, not less.

Fred Descloux / 6 min read / Sep 15, 2026