Case studies
A sampling of recent work across healthcare, finance, biotech, and industrials. Every project below is a system live in production today.
Orbit Bank
A regional bank's monolithic fraud system was buckling under transaction growth. We rebuilt it as a streaming graph platform on Kafka and Flink — sub-50ms scoring, full audit trail.
4M/min
events scored
47ms
p99 decision latency
$31M
fraud loss prevented (year 1)
Forge Co
We embedded a multi-step coding agent into Forge's internal dev workflow. It turns Linear tickets into reviewable PRs, with humans in the loop only where it matters.
38%
of Q1 tickets agent-authored
11x
median ticket throughput
92%
PR acceptance rate
Northwind Industrial
Replaced a tangle of Excel + SCADA exports with a live Snowflake + dbt warehouse. Floor supervisors now see throughput, yield, and OEE in real time.
6.2%
OEE improvement
120+
dashboards retired
3 weeks
median new-report time
Helix Bio
Bench scientists at a leading biotech were waiting days for compute. We built a self-serve genomics platform on GCP with Nextflow + serverless GPUs — runs now finish in minutes.
98%
reduction in queue wait
12,000+
monthly pipeline runs
70%
cloud cost reduction
Atlas Aero
We trained a foreign-object-debris detection model on edge devices that mount on inspection vehicles. Catches what humans miss, in 1/10th the time.
3.4x
more FOD detected
85%
reduction in inspection time
12
airports deployed
