Case studies

Production systems, in production.

Selected engagements from the last 24 months. Numbers are real; client names anonymised where requested.

Northwind Health

Clinical decision support for a 14-hospital network

1.2M patients now have a unified clinical record across the network Clinician reconciliation time reduced from 40 minutes to 4 minutes per shift Risk score accuracy validated at 92…

Finance

Atlas Federal Credit Union

Migrating a regional bank to a multi-account AWS platform

CI/CD pipeline duration dropped from 90 minutes to 7 minutes On-call coverage expanded from 3 engineers to a 22-engineer rotation Cloud spend visibility improved to per-product lin…

Manufacturing

Lumen Manufacturing

Predictive maintenance for a global manufacturing fleet

Unplanned downtime reduced by 38% in the first six months False alarm rate reduced from 71% to 6% Maintenance cost per line decreased by 22% ML pipeline scales to 240 production li…

Government

Granite Public Services

Citizen-facing benefits platform for a state government

Application abandonment dropped from 23% to 6% Median processing time reduced from 14 days to 3 days WCAG 2.2 AA accessibility validated by a third-party audit NPS of 31 from appli…

Retail

Cedar Retail Group

AI-powered invoice processing for a global retailer

Invoice processing time reduced from 8 minutes to 28 seconds Error rate dropped from 6.4% to 0.4% AP team redeployed to higher-value work, with no layoffs Model evaluation harness …

Finance

Quanta Insurance

Real-time risk dashboard for a community bank

Risk visibility latency reduced from 18 hours to under 1 second Stress scenarios run on every trade instead of overnight Executive committee makes decisions 30 minutes faster on in…

Your case study next?

Talk to us about the system you’re building. Most engagements begin with a 30-minute call.

Start a project