Case studies

Document AI in production.

How teams across financial services, healthcare, legal, and insurance use Cogneris to replace document operations with a structured-extraction API. Honest about what worked, what was hard, and what the metrics actually look like.

Financial services

From 48-hour underwriting to 2.4 seconds

Replacing a 12-person ops team with an API.

48h → 2.4s Underwriting decision time 99.4% Field extraction accuracy

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Prior auth turnaround cut from 5 days to 4 hours

Automating prior-auth triage with HIPAA-grade controls.

5d → 4h Median PA decision time 76% Auto-routed to clinical reviewer (vs. all-manual previously)

Read the case study Legal & professional services

Contract intake at 100x volume — same legal team

Scaling M&A diligence with Cogneris's extraction API.

3 weeks → 8 hours Diligence cycle for a mid-market deal 100x Document volume per attorney-hour

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We work with teams that care about getting it right.

We don't promise outsized results. We promise honest evaluations, real audit trails, and a team that takes your compliance posture as seriously as you do. If that sounds like the kind of partnership you're looking for, talk to us.

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