Explores how AI-assisted coding can accelerate delivery in insurance and financial services — and the guardrails you must have before you ship anything. Explores how AI-assisted coding can accelerate delivery in insurance and financial services — and the guardrails you must have before you ship anything. Your insurance background makes this uniquely credible. Includes controls, pitfalls, and a phased implementation path. Explores how AI-assisted coding can accelerate delivery in insurance and financial services — and the guardrails you must have before you ship anything. Why this matters Teams are under pressure to deliver AI capability quickly, but speed without control creates operational and governance risk. This guide focuses on practical execution patterns that hold up in production. Prerequisites Clear ownership for delivery and risk decisions. Baseline observability for model and tool behaviour. Defined quality and security acceptance criteria. Practical a...
Practical AI engineering guidance on agents, MCP, frameworks, security, ethics, and AI in insurance — implementation-first, production-ready.