Independent Assurance: An Executive Playbook to Commission, Fund, and Act on Third‑Party AI Audits

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Independent Assurance: An Executive Playbook to Commission, Fund, and Act on Third‑Party AI Audits

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概要

Internal reviews are necessary but not sufficient: independent third‑party audits translate technical findings into credible, fundable actions for boards, auditors, and insurers. This 20‑minute decision-first monologue opens with a concise vignette where an internal check missed a vendor dependency that external auditors later flagged, producing weeks of costly remediation. Mirko then presents a non‑technical playbook: scoping audits (governance, data provenance, model behavior, security, procurement), choosing credible auditors and conflict‑of‑interest guards, defining minimum deliverables (reproducible tests, executive summary, severity bands), budgeting and procurement clauses to require audits, and converting results into prioritized remediation lanes, contract remedies, escrow triggers, and board‑ready scorecards. Listeners receive a prioritized 30–90 day pilot to commission an audit for one critical model, sample scope language for procurement, and actionable KPIs to demand from auditors. Practical, decision-focused steps so executives get independent assurance without drowning in implementation detail. Subscribe to DataScience.Show for more executive playbooks.

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