Your devices generate more intelligence than you capture. We ship the AI that uses it.
Production AI for global MedTech — computer vision, device telemetry, domain models — inside regulated, real-world environments. Not a demo that dies in the lab. Embedded in daily operations.
AI that ships to production — inside regulated environments.
Right now, 10 Ankbyte engineers are in production inside a global technology leader — embedded in daily operations, and scaling. That is the difference between a partner with decks and a partner with production scars.
Three pillars. All in production.
Computer Vision
85%+ diagnostic accuracy on real clinical data, with published research. We built the entire platform — data strategy to production deployment.
Device Telemetry Intelligence
Raw telemetry into a clean predictive signal — failures caught before they happen. 45% less downtime inside a global MedTech manufacturer.
Domain Foundation Models
Small, specialized language and vision models trained on your proprietary device and domain data — models that know your domain, not the internet’s average.
OR & field workflow AI — the intelligence around the device.
A device is only as valuable as the workflow it lives in. We build the operational AI that surrounds it — OR throughput optimization, field-service intelligence, and utilization analytics — so the hardware you ship keeps proving its value in the real world. 15% OR throughput increase where it’s deployed.
Engineers, embedded. Not a report from the outside.
Embedded with your R&D
Forward-deployed engineers work inside your team, on your hardest problems — not a report delivered from the outside.
Production is the deliverable
We don’t stop at a model that works in a notebook. We ship into regulated, real-world environments and keep it running.
Your IP stays yours
Models, weights and pipelines built for you are yours. Terms are set before we start.
10 Ankbyte engineers in production — embedded in daily operations, and scaling. Our flagship.
Telemetry-driven maintenance and OR workflow AI, embedded in operations. 45% less downtime, 15% OR throughput increase.
85%+ diagnostic accuracy and published clinical research — full platform, data strategy to deployment.
Bring your hardest data problem. We’ll bring engineers.
Ankbyte · The AI Venture Factory · Mexico City · Monterrey · Austin · Los Angeles · anshuman@ankbyte.com