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AI governance, security & certification

Leaves the system in a state somebody is willing to sign off.

Which data it was trained on, what it does when it fails and who answers for it — written down before anyone asks.

10 cases across 7 sectors

What it solves

It is the capability with the fewest cases of the eight, and the one that most often decides whether the others reach production. Certifying AI in a scrutinised environment is not signing a piece of paper: it is being able to show which data the system was trained on, what it does when it fails, and who answers for it. Where there is a regulator in the room, this is not an extra you bolt on at the end.

Where it applies

Defence

  • On-premise
  • Classified environment
  • No route out
  • Explainable, traceable AI
  • Compliance in critical environments

Logistics

  • Real time
  • WMS · TMS
  • Auditing of decision algorithms

Transport

  • Traceability
  • Real time
  • Onboard edge
  • Traceability of model decisions
  • Evidence logging for audit

Health & pharma

  • Sensitive data
  • Validation
  • Traceability
  • AI as a medical device
  • Model validation and auditing

Energy

  • Critical infrastructure
  • Distributed assets
  • Compliance for critical infrastructure

Manufacturing

  • Nothing stops
  • Lives with what is there
  • Model risk assessment

Civil & construction

  • Mountains of documentation
  • Assets that last decades
  • Traceability of automated decisions

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Do you have a ai governance, security & certification case?

Half an hour. You leave with the problem framed and an honest answer on whether AI is the way to solve it.

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