Independent practice · Est. 2026
The engineering between an AI mandate and something that actually ships.
Eleven years building event-driven systems in large Java and AWS estates. We help engineering teams add AI to systems that weren’t built for it — and skip the theater.
What we do
Three kinds of work.
Start with a review. Continue only if it’s worth it.
Track record
Systems that can't go down.
Eleven years building event-driven microservices across national retail, federal government, telecom and streaming, fleet IoT, and industrial cloud — systems with real users, real uptime requirements, and real consequences when they break. Today that includes hands-on AI work inside a large enterprise incubator.
M+/day
Events processed in production
2M+
Users on platforms we've built on
1000s/s
Requests per second at peak
Industries
National retailFederal governmentTelecom & streamingFleet & IoTIndustrial cloud
Stack
JavaSpring BootKafkaKafka StreamsAWSTerraformDockerKubernetesCI/CDObservability
Tell us what you’re up against.
We’ll tell you honestly whether we’re the right fit. If we’re not, we’ll say so.