/ about · the team
We are buildingthe substrate underlive computer vision.
The hardest part of running CV in the real world isn't the model. It's the day the model stops working and nobody notices. We are three operators who got tired of stitched-together stacks and a pager that lied to us. Upstream is the system we wished we'd had.
Three things werefuse to compromise.
Reliability is a product, not a metric.
We do not ship a model and walk away. We ship the system that keeps the model honest after weather, dust, sun-angles, and Tuesday afternoons.
Own the whole pipeline.
Ingest, inference, rules, events, review. The only way to explain a false alert at 03:14 is to own every layer it passed through.
Demos are the easy case.
Every CV product works in the demo. We measure how the same rule holds up at the same camera six months later in February rain.
Three operators,one stack.

Previous Founder and Lead Engineer of CrowdCount

Previous Computer Vision Lead of CrowdCount, Data Analyst at RELI Group Inc.

Previous Co-Founder of CrowdCount, Growth Strategist at Pure Distilling, VC associate
/ get in touch
If you run live CVwe'd like to hear from you.
We onboard a small number of facilities per quarter. The fastest path is the waitlist; tell us what you have running and we'll follow up.