Case Studies

Outcomes you can measure.

A selection of engagements where engineering rigor met meaningful business impact.

Logistics

Real-time fleet intelligence platform

Unified telematics, dispatch, and ML-driven ETA prediction for a national logistics operator.

38%
Ops cost reduction
12M
Daily events processed
99.98%
Uptime
Healthcare

AI triage copilot for clinical teams

RAG-powered clinical assistant grounded in protocol libraries, integrated with EHR.

4.2×
Throughput gain
62%
Documentation time saved
HIPAA
Compliant
Finance

Underwriting automation engine

Rules + ML hybrid that replaces manual review for low-risk applications.

70%
Manual workflow eliminated
3.5×
Faster decisions
+19%
Approval volume
Retail

Personalization & demand forecasting

Real-time recommendations and SKU-level forecasting for a 200-store retailer.

+24%
AOV uplift
-31%
Stockouts
8wk
To production
Education

Adaptive learning platform

Generative tutoring with mastery-tracking, deployed across 40+ institutions.

Engagement
+27%
Course completion
120K
Active learners
Manufacturing

Predictive maintenance system

IoT pipelines + ML models predicting failures across 600 machines.

41%
Unplanned downtime cut
$4.2M
Annual savings
6mo
ROI