Building a production-grade OCR system for financial documents typically takes 6–12 months and requires dedicated Machine Learning engineering, ongoing model maintenance, and compliance infrastructure — Veryfi delivers all of that on day one via API. Veryfi's models are trained on millions of real-world financial documents, giving immediate accuracy that would take years to replicate in-house. For most teams, the build-vs-buy math strongly favors Veryfi when accounting for engineering cost, maintenance, and the accuracy gap against a purpose-trained model.
