The CISO read: evidence and control.
For CISOs, this is one frame on the operating view your Head of AI owns. It renders that view into your question: where are the shadow tools, agent paths, and policy exceptions, and will the evidence hold when the auditor asks.
What you walk in carrying.
The Head of AI owns the read. This is the evidence-and-control frame that read has to answer, on live evidence, not screenshots.
What AI is running that nobody approved?
Shadow tools and agent paths surface at the endpoint, network, and identity-provider levels, risk ranked. The exposure the GRC team has been chasing in spreadsheets, on one inventory.
Are the agents drifting?
Deployed is not the same as working. The agent that passes staging fails production the week the model updates or the corpus refreshes. Continuous evaluation per baseline, not point-in-time certification.
Where is the evidence the auditor will accept?
Live control health, freshness per control, framework-mapped audit packs on demand. The auditor asks Tuesday, you answer Tuesday.
What we do for the CISO.
Four operating lenses on one evaluation pipeline. The CISO frame reads evidence and control on the same data as the rest of the read.
AI Audit
Two-week deliverable. Shadow AI baseline, exposure map, and the agent inventory the GRC team has been chasing in spreadsheets.
AI Transformation
Capture-side workstream. The value-capture rationale that keeps the CISO inside the strategy meeting, not outside it.
AI Governance
Risk-side workstream. Policy-as-code, baselines per use case, and framework-mapped evidence on every interaction.
AI Fluency
Workforce-side workstream. The skill stack that lets the security team coach instead of block.
Evidence per control, fresh.
Live control health, framework-mapped, with source pointers. The quarterly checklist becomes continuous evaluation.
Live evidence beats screenshots.
A high-volume chatbot cannot be assured through screenshot evidence. Continuous evaluation tells you whether the policy held, per use case, on the same data the auditor will see.
- Shadow tools and agent paths surfaced at endpoint, network, identity provider
- Policy-as-code with baselines tuned per use case
- Drift detection, alerted before the customer notices
- Audit pack export against NIST, ISO 42001, EU AI Act
Same view. Three frames.
Route by the board question.
Lead with Strategy, Transformation, Fluency, or Quick Audit. The same operating read serves each frame.
Related links and sources
- Head of AI / CIO The read you own across value and risk.
- CEO frame Value capture and strategic leverage.
- CFO frame Spend to outcome, unproven AI spend named.