Expense reconciliation failures — build auditable, low-friction architecture

Expense reconciliation failures — build auditable, low-friction architecture targets a $12.0B = 50M businesses x $240 ARPU/year (global expense mgmt potential across SMBs & mid-market) total addressable market with medium saturation and a year-over-year growth rate of 12% CAGR (expense & spend-management combined growth estimates).

Key trends driving demand: Open banking & better bank APIs -- richer, near-real-time feeds reduce reconciliation lag and increase automation potential.; AI for entity resolution -- ML improves mapping of receipts to ledger entries, reducing manual corrections and close time.; Shift to card-based corporate spend and virtual cards -- centralized spend streams simplify data capture but increase reconciliation volume.; Regulatory & audit scrutiny -- tighter compliance demands traceable, immutable records, raising demand for audit-first architectures..