Detect finance leaks fast — AI scans invoices, payments & contracts

Detect finance leaks fast — AI scans invoices, payments & contracts targets a $60.0B = 2,000,000 mid-market & enterprise companies x $30K ACV total addressable market with medium saturation and a year-over-year growth rate of 18% CAGR for finance automation & AI-driven auditing markets.

Key trends driving demand: Cloud ERP adoption -- more transactional data centrally available and accessible via APIs, enabling cross-system analysis.; AI for unstructured data -- LLMs can now parse invoices, contracts and email trails to spot discrepancies and obligations.; Cost-containment focus -- CFOs prioritize cash recovery and Opex reductions, increasing willingness to buy ROI-first tools.; Embedded automation -- RPA and workflow automation make end-to-end remediation (dispute filing, vendor rebilling) feasible..