AI+ Actuaries
Price Risk, Model Reserves and Report Smarter with AI
The reserve is modelled and defensible. The forty-page report explaining it still eats your week. Here's the fix.
Your reserve review is modelled and defensible — but the forty-page report explaining it still eats your week, and you know an AI tool will happily invent a benchmark or smooth over a caveat that mattered. This book shows exactly where AI belongs in actuarial work: report narrative, executive translation, regulatory structuring, never the reserve itself. Meet the INSURE Protocol, applied directly, and 20 ready-to-use prompts. Built by an AI engineering firm for actuaries whose opinions carry solvency on their backs.
- 20 ready-made, market-tested prompts: reserving narrative, pricing rationale, executive translation, regulatory filings
- The INSURE Protocol — applied directly, no new framework, six components for actuarial data and judgement
- Three worked critiques of AI fabricating a benchmark, overstating confidence, and softening a regulatory citation
- A numbers-discipline rule that keeps every reserve and pricing figure honestly yours
- A 30-day plan for actuaries ready to start this reserving cycle
An actuary working in life, health, general/property-casualty, or pensions actuarial practice — pricing products, setting reserves, performing capital modelling, and preparing Statements of Actuarial Opinion or equivalent regulatory reporting, at an insurer, reinsurer, consultancy, or regulator.
Also for:Actuarial analysts and students working towards qualification; risk and capital modelling teams working alongside actuaries.
- Classify policy, claims, and reserving data before any AI interaction using the INSURE Protocol; use AI to draft actuarial reports, reserving narratives, and pricing rationale while supplying and verifying every figure yourself; apply TRUST to catch a fabricated actuarial assumption or claim; draft Actuarial Standards of Practice-aligned documentation with AI while keeping pricing, reserving, and reserve certification non-delegable; build a 30-day AI adoption plan for an actuarial function
- Diagnostic
- How AI-ready is your actuarial practice?
- Chapter 1
- AI in Actuarial Practice Right Now
- Chapter 2
- The Actuarial AI Opportunity
- Chapter 3
- The Actuary's Prompt Toolkit
- Chapter 4
- AI for Reserving Narrative and Documentation
- Chapter 5
- AI for Pricing Rationale and Assumption Documentation
- Chapter 6
- AI for Actuarial Reports and Executive Translation
- Chapter 7
- AI for Regulatory and Professional Standards Documentation
- Chapter 8
- AI for Actuarial Data Governance
- Chapter 9
- AI Safety and Professional Practice for Actuaries
- Chapter 10
- Your 30-Day Actuarial AI Action Plan
- Back matter
- Skill Summary · Recommended Next Reads · Glossary · Tool Reference
Built by an AI engineering firm for actuaries whose professional opinions carry solvency on their backs.
