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AI assurance for public sector responses

Declaring AI use, evidencing human control and answering the AI assurance questions buyers now ask in tender.

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#ai#assurance#human in control#disclosure

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Why this article matters

Value to the bid engine
  • U

    Useful

    Provides ready wording for the AI use and assurance questions appearing in most public tenders.

  • V

    Valuable

    Prevents disqualification risk from undeclared or unevidenced AI use.

  • I

    Impactful

    Turns governance into a scored strength rather than a compliance overhead.

About this article

Owner and freshness
  • Owned by Head of Data Governance
  • Updated 2026-08-07
  • 402 reads

Defence strengths

4 highlighted
  • 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.

  • Sovereign capability and cleared people

    UK based, UK cleared teams with SC and DV coverage and named continuity for long running programmes.

    ProofClearance currency and availability tracked in the NN Data Dossier and surfaced in the key people plan.

  • Supply chain resilience

    Subcontractor assurance held to the same evidential standard as our own, with flow down of security obligations.

    ProofPartner certification, clearance and performance records versioned in the evidence library.

  • 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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