Case studies

Measured on real operations, not demos.

Selected engagements, anonymized where clients require it. Every number below was measured against the client's own baseline before automation.

85%

Faster claim processing

Healthcare — Revenue Cycle Management

A multi-site provider group processed claims through manual coding review and re-submission cycles. Document intelligence now codes and validates claims on intake, routing only exceptions to coders — cutting claim processing time by 85% and denials with it.

95%

Less document review

Government — Document Investigation

A public-sector legal team faced hundreds of thousands of pages per matter. Semantic search, classification and case summarization reduced manual document review by 95% — months of investigation compressed into hours, with citations back to every source page.

99.2%

Inspection accuracy

Manufacturing — Automated Quality Inspection

Vision AI on the production line replaced sampled manual inspection with 100% coverage at 99.2% accuracy — defects caught in-line instead of in the field, with every detection logged for process improvement.

80%

Claims automated

Insurance — Claims Automation

From FNOL intake through document collection and medical record review, 80% of claims now move without manual touches. Adjusters work the complex 20% — the platform handles the rest and flags fraud signals on the way through.

70%

Less scheduling effort

Automotive — Service Operations

A dealer group's service scheduling ran on phone tag. Voice and chat agents now book, confirm and reschedule appointments against live shop capacity — cutting scheduling effort by 70% and no-shows along with it.

10 min

Quotes — was 2 hours

Moving — Image-Based Estimates

Customers photograph their rooms; vision AI recognizes the inventory, prices the move and returns a quote in 10 minutes instead of a 2-hour in-home survey — quoting more jobs per day without adding estimators.

Your baseline is the next case study.

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