Knowledge bank · article
How prompts, models and data assets are governed so AI output is defensible in an audit.
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This article is part of the governed operating library. Read it to keep bid decisions, reviews and handoffs consistent.
Secure by design delivery
Security architecture, assurance and accreditation built into the delivery method rather than bolted on at the end.
ProofCyber Essentials Plus and ISO 27001 scoped to delivery teams, with an auditable control ledger per engagement.
Assured data handling and classification
Classification aware pipelines, redaction before any model call and a full record of who saw what and when.
ProofRedaction statistics and access records held against every file in the engine and exportable for audit.
Auditable governance record
Every gate, approval, AI run and reviewer decision timestamped and reconstructable after award.
ProofImmutable audit log and run snapshots exportable per bid.
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