Case studies

Outcomes the finance team already signed off.

Every engagement below carries a baseline, a target and a verified current value on the delivery platform.

Insurance

Claims triage cut from 6 days to 9 hours

An agentic triage layer over the existing claims platform, with human review on high-severity cases and a full evidence trail for the regulator.

−94%
Cycle time
$3.1M
Annual saving
0
Audit findings
Industrial manufacturing

Forecast accuracy up 22 points across 40 plants

Demand and maintenance forecasting rebuilt on governed data pipelines, with drift detection and quarterly recalibration under SLA.

+22pt
Accuracy
−17%
Inventory
40
Sites live
Banking

Model registry that survived a supervisory review

Risk classification, documentation and approval workflow for 130 models, mapped to internal policy and EU AI Act obligations.

130
Models registered
11 wks
To audit-ready
100%
Coverage
Professional services

Retrieval assistant with 71% weekly active usage

Knowledge retrieval across 2.4M documents, plus a role-based enablement programme that turned a pilot into daily practice.

71%
Weekly active
2.4M
Documents
6.5h
Saved / person / wk
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