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AI for banks and insurance — in production language.

Longer essays, newsletter issues, and implementation notes. No hype — just patterns we use on real builds.

Insurance AIBanking AILangChainLangGraphProduction AINewsletter
An AI agents roadmap for financial services teams
Production AIAn AI agents roadmap for financial services teams

A practical sequence for moving from brittle chatbots to grounded, auditable agents in banks and insurers — workflows first, retrieval you can defend, and metrics tied to real operations.

2026-04-1518 min read
Topiax Brief #1 — what shipped AI actually measures
NewsletterTopiax Brief #1 — what shipped AI actually measures

The handful of metrics that separate a pilot from something your COO will defend — throughput, quality, rework, and escalation — with a simple hierarchy you can adopt in one sprint.

2026-03-229 min read

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