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In Development2026 · Lead / architect (small team)

Lattice

Turns a bank's siloed bankers and wealth advisors into one referral engine — with AI coaching, revenue forecasting, and semantic search on top.

Next.js 14SupabasePostgres RLSClaudepgvectorStripeRecharts

Overview

Banks lose enormous revenue to their own org chart — a banker and a wealth advisor serve the same client and never talk. Lattice is the referral and book-of-business engine that fixes it, built around how banks actually operate: a real hierarchy, client tiers, and an SLA-governed eight-stage pipeline.

The AI layer is a daily coaching card, a revenue-forecast panel, and a ⌘K semantic search across the book. I also wrote the platform-pivot strategy that treats deposit-and-privacy regulation as the real adoption blocker — because in fintech the compliance model is the product. The first pilot was scoped with a top-20 US bank.

Highlights

  • Multi-tenant row-level security, seven RBAC roles, full audit trails.
  • AI coaching and forecasting on top of a genuine domain model.
  • Semantic search over the book of business via a vector index.
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