TW Infosec

AI Governance & Shadow-AI Control

Visibility and control over how AI and sensitive data are used.

Policy, oversight and guardrails for safe, compliant enterprise AI adoption — visibility and control over how AI and sensitive data are used across your organisation. We discover unsanctioned Shadow AI, classify the data risk, and put guardrails in place before sensitive information leaves your control.

What's included

  • AI use-case inventory & risk classification
  • Shadow-AI discovery
  • AI acceptable-use policy & governance framework
  • Data-flow, privacy & IP review
  • Guardrail & content-control design
  • Sensitive-data / AI-DLP controls
  • Model & vendor risk review
  • Monitoring & audit of AI usage

Outcomes

  • Know every AI tool in use — sanctioned or not
  • Prevent sensitive data leaking into AI
  • Board-ready AI governance you can evidence

What you receive

Deliverables

01AI inventory & risk register
02Governance & acceptable-use policy pack
03Shadow-AI discovery report
04Guardrail implementation plan

FAQ

AI Governance & Shadow-AI Control — FAQs

What is Shadow AI?

Shadow AI is the use of AI tools and assistants without IT or security approval. We discover them, classify the data risk, and bring them under governance.

What does AI governance include?

Policy, oversight and guardrails — an AI use-case inventory, acceptable-use policy, data-flow and privacy review, and monitoring of how AI and sensitive data are used across the organisation.

Start with a paid, tightly scoped pilot

Prove whether your controls actually work.

Book a diagnostic assessment or an executive AI-risk tabletop. We'll show you the exploitable attack paths that matter — and how to close them.

Emergency response

Facing an active incident or suspected AI compromise? Reach our response coordination line directly.

Report an Incident

[email protected]