United Finance — AI financial assistant
CONVERSATIONAL FINTECH // GENERATIVE UI

Conversational personal finance assistant powered by Generative UI (A2UI). LLM intent parsing is paired with a 100% deterministic, testable TypeScript engine for invoices, installments, balances and projections.
02 / CHALLENGEProvide financial analysis through natural language without delegating monetary calculations to the model. AI only interprets requests and selects tools; amounts, installments, statements and projections remain reproducible, validated and auditable.
03 / SOLUTION & OUTCOMES→ Portuguese conversational flow for recording transactions, reviewing statements, analyzing spending and simulating scenarios.
→ Closed, validated A2UI catalog that renders financial cards, tables and charts from tool results.
→ Deterministic financial engine using integer cents with coverage for installments, statement cycles, projections and comparisons.
→ Supabase persistence with authentication, RLS-protected Postgres, auditable history, and confirmable, reversible changes.
→ POC 1.0 validated with unit tests, deterministic agent evals, E2E tests and continuous integration.
