Resources
Methodology, regulatory analysis and practitioner writing
Authored by the AgentAudit team. Content is grounded in real engagements and published guidance — not generic AI commentary.
Methodology & regulatory papers
Methodology paper
32 pagesAn evaluation methodology for production agent estates
Versioned harnesses, regression discipline and severity-gated deployment — the methodology behind AgentAudit's evaluation module, distilled from production engineering at Turing.
ReadRegulatory deep-dive
24 pagesEvidence patterns for the UK AI Action Plan
Five reusable operational evidence patterns that satisfy the UK AI Action Plan's accountability expectations — for second-line, governance and risk-committee reporting.
ReadMethodology paper
18 pagesSub-period audit reporting for sectional regulator reviews
How to scope, generate and defend sub-period reports for FCA section reviews, MHRA post-market surveillance and ICO audits — without retro-fitting evidence to scope.
ReadMethodology paper
16 pagesHeld-out validation cohorts for pre-deployment certification
Why production deployment certification needs sealed cohorts, how to author them, and how to audit cohort integrity over a deployment lifecycle.
ReadTechnical blog
Technical
Why drift detection on agent estates needs behavioural metrics, not just embeddings
A practitioner's view on the limits of embedding-distance drift and the case for behavioural assertions.
ReadTechnical
Capture-time PII redaction with an auditable evidence trail
Patterns for redacting at capture rather than after the fact, and how to make the redaction itself ICO-auditable.
ReadSector
Consumer Duty good-outcomes evidencing for agent-augmented journeys
What 'good outcomes' looks like when an AI agent sits in the customer journey — and what to log to evidence it.
ReadEngineering discipline
Severity-gated deployment for agents — the 24-hour rule
Why a green evaluation suite within the last 24 hours is the right pre-promotion gate, and how to operationalise it without slowing engineering velocity.
ReadTalks & presentations
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