NFN Labs Capability Reuse Map · Rev A · Aug 2026

We already built the parts. Here is what to assemble next.

Lending: enter with the statement parser (BF-01, 85% reuse), expand to the RM copilot and call assurance.
Insurance: enter with the agent simulator (IN-02), expand to claims intake — the larger contract, but a longer procurement.
Retail: enter with the support widget (RE-05, 92% reuse), expand to try-on, then to category intelligence.
Healthcare: enter with the prescription digitiser API, expand to the ambient consult scribe once clinical trust exists.
Manufacturing: enter with invoice matching, because it is a finance buyer with a hard number, then expand into the shop floor.

Nine products and client engagements produced a library of AI modules that are individually shipped, tested against real users, and — critically — mostly industry-agnostic. This document does one thing: it treats those modules as inventory, and maps every credible way to recombine them into products that solve a named business problem for a named buyer. Filter by industry to find the play. Filter by module to find the leverage.

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