Blog

Underwriting·26 Aug 2026 How AI Changes Modern Underwriting Engines AI’s biggest change to underwriting lands before the decision: it turns unstructured documents and transactions into evidence rules and models can use. Shahaf Lavi Read → Engineering·02 Sep 2026 Where LLMs Actually Belong in Financial Services LLMs earn their place in finance on the messy language around the core systems — not on the money movement or the regulated decisions themselves. Shahaf Lavi Read → Engineering·09 Sep 2026 AI Automation Without Losing Control AI automation is only a win if control survives it: separate recommendation from action, keep a manual path, and make every outcome reconstructable. Shahaf Lavi Read → Risk·12 Aug 2026 What a Risk Committee Actually Asks Before You Go Live Teams prepare for the wrong meeting. They arrive with accuracy metrics and leave with eleven questions about everything else — here is the list, and the artefact that answers each one. Shahaf Lavi Read → Engineering·29 Jul 2026 Eleven Weeks to a Live Decisioning Engine A week-by-week account of one engagement — the data reality check, the two weeks we lost, shadow mode, and a deliberately cautious launch. Shahaf Lavi Read → Opinion·03 Jul 2026 When a Rules Engine Beats a Model Three cases from last year where the honest recommendation was: do not build a model. Build a rules engine and a good interface. Shahaf Lavi Read →