AI-powered transaction matching for modern fintech companies. Stop drowning in spreadsheets. Start reconciling in minutes.
Connect your payment provider CSVs or API. Stripe, PayPal, Plaid, or any custom format.
Our LLM automatically detects columns, currencies, and data patterns. No manual mapping.
95%+ transactions auto-matched. Review exceptions in minutes, not days.
Per month for 250K transactions
Manual CSV wrangling
Excel crashes, VLOOKUP errors
2-5% error rate
Human fatigue, copy-paste mistakes
Can't scale
Need to hire more analysts
2 analysts × $75/hr × 100 hours each
Per month for same 250K transactions
AI-powered matching
95%+ auto-matched instantly
Less than 0.1% error rate
Machine learning accuracy
Infinite scalability
Handle 10M+ transactions easily
1 analyst × $75/hr × 10 hours + $3,500 Kosha
Total Savings
95% time reduction
$10,750
per month
Hybrid exact + fuzzy + machine learning algorithms match transactions with 95%+ accuracy
Upload any CSV format. Our AI detects columns automatically. No manual mapping needed.
Reconcile payments, refunds, chargebacks, payouts—all in separate workspaces
System learns from your corrections and gets smarter over time
SOX-compliant audit trails, explainable AI, full transaction history
Integrate with Stripe, Plaid, QuickBooks. REST API for custom workflows
From payment processors to BaaS platforms, Kosha handles reconciliation at any scale
Handle millions of transactions daily across multiple payment rails. Kosha matches 95%+ automatically, even with inconsistent CSV formats from different providers.
Companies like Stripe, Square, Adyen
Reconcile deposits, withdrawals, fees, and FX across multiple accounts. Separate Spaces for each product line keep customer funds organized and auditable.
Companies like Chime, Revolut, N26
Supporting hundreds of fintech partners with white-label banking? Multi-tenant Spaces keep each partner's reconciliation isolated while you maintain oversight.
Companies like Unit, Synctera, Treasury Prime
Examples of the types of companies we serve
From seed-stage startups to unicorns
1 space, 250K transactions
3 spaces, 1M transactions
Unlimited, custom
Book a 30-minute demo. See Kosha match your transactions live.
Schedule Demo