Profit Copilot
Persist monthly financial baselines and identify margin leverage.
PERSONAL OPTIMIZATION ENGINE · PHASE 2
Turn operating data into the next best action.
One auditable decision layer for profit leakage, opportunity ranking, scenario analysis, and outcome learning—designed to stay inside free-tier infrastructure until real usage justifies expansion.
Opportunity Engine
Rank contracts, savings, grants, and growth opportunities by expected value.
Decision Simulator
Compare upside, downside, probability, and reversibility before committing.
Outcome Learning
Capture realized value so predictions can be calibrated against reality.
COST-CONTROLLED FOUNDATION
One Vercel application. One scale-to-zero Postgres provider.
Authentication, organizations, business records, and audit lineage use the same PostgreSQL boundary. There is no Redis, queue, scheduler, realtime service, or background worker in the Phase 2 baseline.