Bringing advanced AI to the cryogenic frontier.
We build computer-vision systems that solve real, costly, time-consuming problems for the agricultural and life-science industries — starting with the one nobody enjoyed: counting straws.
Replace tedious work with trustworthy automation.
Inventory accuracy is the backbone of every breeding operation. Yet most cryobanks still rely on manual counting — slow, error-prone, and unsafe for the doses themselves. We saw a better way: a 20MP camera, an AI model trained for this exact task, and software that fits into the systems labs already use.
SemenStrawCOUNTER is our first product, but the mission is broader: bring practical, deployable AI to industries that have been underserved by mainstream tech. We're not building demos for conferences. We're building tools that quietly transform daily work.
Practical AI
We don't ship demos. We ship systems that run in the field, every day, on real goblets in real cryobanks. The model has to work in the worst conditions, not the best.
Operator-first
Designed with technicians, not for them. The interface gets out of the way so the work gets done. New operators are productive in minutes, not weeks.
Continuously better
Every scan makes the model smarter. Your accuracy compounds the longer you use it. We push retrained models seamlessly to your installation.
Local-first & private
Your scan data is yours. The system runs locally by default, with optional cloud sync only when you want it.
The principles behind every decision.
Practical AI
We don't ship demos. We ship systems that run in the field, every day, on real goblets in real cryobanks. The model has to work in the worst conditions, not the best.
Operator-first
Designed with technicians, not for them. The interface gets out of the way so the work gets done. New operators are productive in minutes, not weeks.
Continuously better
Every scan makes the model smarter. Your accuracy compounds the longer you use it. We push retrained models seamlessly to your installation.
Local-first & private
Your scan data is yours. The system runs locally by default, with optional cloud sync only when you want it.
Domain expertise
We work shoulder-to-shoulder with cryobanks, AI centers, and breeding operations. Our software reflects how real labs actually work.
Long-term partnership
We measure success by your outcomes over years, not by the size of a single sale. Support, training, and updates are built in — not upsold.
From research to production.
Four years from first experiments to an industry-deployed product, with continuous improvement built into the DNA.
Research begins
Initial computer-vision research focused on cryogenic environments and dense object detection.
First field trials
Early prototype trialed at partner cryobanks. First production-grade detection model trained on real goblet imagery.
Product launch
SemenStrawCOUNTER v1 launches with the integrated hardware + software stack and ERP API.
Industry adoption
Deployments expand across bovine, equine, swine, and research operations on multiple continents.
Continuous improvement
Model updates ship continuously, integrations expand, and the platform grows with our customers' workflows.
Engineers, researchers, and industry veterans.
We're a small, focused team that combines deep ML expertise with hands-on cryobank experience. Every engineer spends time on-site with customers. Every product decision is grounded in real operational reality.
- Engineers who deploy the systems they build
- ML researchers who care about real-world accuracy, not benchmarks
- Industry advisors with decades of cryobank operating experience
- Customer success focused on long-term outcomes
Want to work with us?
Whether you're a cryobank, a breeding center, an integrator, or a researcher, we'd love to hear what you're building.
Get in touch