Kervana transforms years of bank statements trapped in PDFs into clean, structured data — bridging the gap between archive and API.
Banks keep only 18–24 months of transactions in their live, API-accessible databases. Everything older gets moved to cold storage — accessible only as PDF statements. APIs can't read PDFs. Your digital financial history effectively vanishes.
Fully accessible via Plaid, Yodlee, MX. Every fintech app works perfectly with this window.
Partially accessible. Degraded data quality. Some banks cut off at 12 months.
Data moved to cold storage. Only available as downloadable PDF statements. Invisible to every API on the market.
Upload your statements. Our AI handles the rest — parsing, validating, and delivering clean data in seconds.
Drag and drop your bank statements — any bank, any year, any format. We support 28,000+ layouts.
Vision LLMs read every page with adaptive intelligence, handling multi-page transactions, signage ambiguity, and edge cases.
Every extraction is checksum-verified against printed balances. Export as JSON, CSV, or via our Plaid-compatible API.
Vision LLMs have collapsed the cost of document intelligence by 100×. What was once a labor-intensive service is now a high-margin software product.
Fragile OCR templates or human data entry. Broke every time a bank changed its layout.
Adaptive Vision AI. No templates. No maintenance. Process 5 years of history for under $0.06.
Liberate 5 full years of financial history. A one-time cost for permanent data portability.
Service-level pricing with software-level costs. This is what a structural technology shift looks like.
Reconstruct years of transaction history for bookkeeping, loan applications, and financial planning without manual data entry.
Turn scattered bank PDFs into organized financial records for tax season, expense tracking, and client billing history.
Pull 5+ years of clean, checksum-verified transaction data for audits, disputes, and regulatory requirements.
Integrate our API to solve the "cold start" problem. Give new users instant access to their full financial history on day one.
A single API call returns normalized, Plaid-schema-compatible JSON. Drop it into your existing pipeline — no rewriting, no mapping, no headaches.
{
"account": {
"institution": "Chase Bank",
"account_id": "****4892",
"period": "2020-01 to 2025-12"
},
"transactions": [
{
"date": "2020-03-15",
"description": "AMAZON MARKETPLACE",
"amount": -47.99,
"category": "Shopping",
"balance": 3482.01
},
// ... 14,832 more transactions
],
"validation": {
"checksum_passed": true,
"pages_processed": 72,
"confidence": 0.997
}
}
Join the early access program and be the first to unlock decades of financial data trapped behind the 24-month wall.