Calipa
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Calipa is an AI-powered financial operations intelligence platform that provides reconciliation assurance to banks and other financial institutions. It connects to payment switches, core banking systems, and transaction databases to identify discrepancies, investigate undetermined transactions, and validate findings against deterministic business rules. What makes Calipa unique is its combination of AI-driven investigation and evidence-backed reasoning, transparent audit trails, confidence assessments, and human-controlled approvals. This ensures that financial decisions remain accountable, explainable, and verifiable. Our vision is to make financial operations more intelligent, transparent, and reliable by building an AI-powered assurance layer for the financial infrastructure that moves money.