Insure the Unknown: An Executive Playbook for Transferring AI Risk with Insurance, Warranties & Bonds

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Insure the Unknown: An Executive Playbook for Transferring AI Risk with Insurance, Warranties & Bonds

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概要

Many C-level leaders treat AI risk as internal control; few know how to transfer residual risk to insurance or structure warranties. This 20-minute executive monologue opens with a concise vignette where an algorithmic pricing error triggered a multimillion-dollar claim and insurer rejection. Mirko then presents a non-technical, decision-first playbook for AI Risk Transfer: inventory transferable exposures, convert SLOs into parametric triggers underwritten by insurers, design insurance-backed warranties and escrowed remediation funds, set measurable underwriting signals (loss-velocity, concentration, audit trails), choose between traditional liability, parametric policies, captive insurance, and performance bonds, and negotiate claims-ready contracts and premium models. Listeners get board-ready KPIs (insured-exposure ratio, claim-latency, premium-as-percent-of-TCO), a 30–90 day pilot to scope one insured product line, and negotiation language for procurement, legal, and treasury. Practical, fundable steps so executives can convert uninsured tail risk into priced, transferable instruments. Visit datascience.show/ai-insurance to download the AI Risk Transfer checklist. That’s the difference between models and value.

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I share practical AI leadership notes on LinkedIn — the kind you can forward internally or reuse in executive discussions.
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