Case studies
Real production systems. Real outcomes.
How we've helped healthcare, finance, manufacturing, and retail teams ship AI that pays for itself — with the metrics to prove it.
All case studies
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Healthcare
Cutting prior-auth cycle time by 71%
Northwind Health
Manual prior authorization consumed 6+ hours per case and delayed care for thousands of patients.
- Cycle time reduction
- 71%
- Denial reduction
- 38%
- Hours saved / clinician / week
- 14
Finance
Grounding an AI research analyst on a decade of data
Atlas Capital
Analysts spent 60% of their day searching filings, transcripts, and broker notes for context.
- Analyst throughput
- 2x
- Onboarding time
- −50%
- Answer grounding
- 97%
Manufacturing
Predicting equipment failure 72 hours out
Vertex Manufacturing
Unplanned downtime cost the company an estimated $42M annually across 14 production lines.
- False-positive rate
- 9%
- Downtime reduction
- 34%
- OEE lift
- +6 pts
Your story next
What would your case study look like?
Bring us a problem worth solving. We'll bring senior engineers, an honest read of feasibility, and a delivery plan with milestones you can defend in your steering committee.