← [05] PROJECTS / MODULE 02

United Finance — AI financial assistant

CONVERSATIONAL FINTECH // GENERATIVE UI

PROJECT MEDIA 02 / DESKTOP16:9
United Finance displaying a financial projection in a conversation
FIG.03 — GENERATIVE FINANCIAL PROJECTIONA2UI / REAL-TIME
01 / OVERVIEW

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 / CHALLENGE

Provide 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.