Selected work

Outcomes our clients can point to.

A snapshot of recent engagements — different industries, same focus on real-world impact you can measure on a dashboard.

Healthcare

Real-time clinical analytics for a 12-hospital network

Replaced overnight batch reporting with a streaming FHIR-based data platform powering live operational dashboards and a sepsis-prediction model.

14×
Faster reporting
28%
Sepsis mortality reduction
$4.1M
Annual savings
Financial Services

Fraud detection rebuild for a digital-first bank

Migrated a legacy rules engine to a streaming ML scoring service on Kafka and Flink, lifting catch rates while cutting false positives nearly in half.

+37%
Fraud catch rate
-48%
False positives
<80ms
Decision latency
Retail

Unified CDP & recommendation engine for a global retailer

Stitched 200M+ customer identities across web, mobile, and in-store, then layered a real-time recommendation API into checkout and email flows.

+22%
AOV uplift
3.4×
Email CTR
200M
Unified profiles
Manufacturing

Predictive maintenance across 14 production lines

Built an OT-to-cloud telemetry pipeline and trained anomaly models that flag bearing wear, motor faults, and quality drift hours before breakdown.

-31%
Unplanned downtime
$6.8M
Avoided losses (Y1)
14
Lines instrumented
Logistics

Carrier & route optimization for a national 3PL

Consolidated 11 source systems into a lakehouse and built optimization models that drive daily lane and carrier selection — saving on every shipment.

8.2%
Per-shipment cost cut
+12%
On-time delivery
11→1
Systems consolidated
Energy & Utilities

Smart-meter analytics platform for a regional utility

Ingested 4B+ AMI events per day, surfacing load forecasts and outage detection in near-real-time across the service territory.

4.2B/day
Events ingested
-19%
Outage detection time
99.97%
Pipeline uptime

Want a walkthrough of a relevant case?

We're happy to share architecture diagrams, lessons learned, and the metrics behind each engagement under NDA.

Request a Walkthrough