Document AI ROI calculator. No marketing math.

How this is calculated. We assume the FTE handles only document review (no other tasks), 1,800 productive hours per year, and that Cogneris's auto-approval rate is 80% on simple, 65% on standard, and 35% on complex pages — the rest still needs human review at the original throughput. Error reduction is set at 90% on simple, 85% on standard, and 75% on complex pages — Cogneris's validation catches arithmetic and cross-field issues that manual review often misses, but new AI-specific failure modes emerge that you should still watch for. Pricing uses the selected plan's base subscription and published credit rates, shared with the pricing-page estimator: each page is priced as a 1-page document, classified and extracted, at 4.2 credits. Negotiated volume discounts are excluded; talk to sales at 50,000+ pages/month. Review effort and error assumptions apply per page, so multi-page documents may need different assumptions. Setup cost is treated as zero on the assumption you'd pilot before committing — if you bake in onboarding effort, treat the payback as a floor. None of these numbers are a quote. Use this as a sketch, not a contract.