
Surgical guidance
Real-time detection and overlay that keeps critical structures in view during complex procedures.
We build computer vision that performs where it counts — detecting, tracking and measuring in real time, inside surgical suites, power plants and the field. Engineered for accuracy, latency and trust, not just a clean demo reel.
From data and model to the deployed system running on your hardware — and the monitoring that keeps it honest.
Find and follow objects, people and instruments across frames in real time — robust to occlusion, motion and lighting.
Pixel-precise boundaries for measuring areas, margins and volumes where a bounding box isn't enough.
Reconstruct scenes and estimate 3D position and orientation to anchor data to the physical world.
Flag the rare, the out-of-spec and the unsafe — tuned for high recall in regulated environments.
Optimized models that run on-device and on-prem at the latency your workflow actually requires.
Confidence, audit trails and override built in — so people stay in command of consequential calls.
A disciplined path from raw capture to a system your team can trust in production.
We assemble representative data and annotation that reflects the real environment, edge cases included.
We build and benchmark models against the metrics that matter — accuracy, latency, recall on the hard cases.
We ship to your hardware and systems, optimized for the device, network and uptime you operate under.
We instrument drift, performance and oversight so the system stays safe and measurable as it scales.
Our vision systems operate where precision and reliability are non-negotiable.

Real-time detection and overlay that keeps critical structures in view during complex procedures.

Vision built to the tolerances and audit standards a regulated plant environment demands.
Sensor and vision fusion into live, accurate positioning across large physical spaces.

Turning the physical world into responsive, real-time play with on-device vision.
Tell us what you're trying to do. We'll tell you honestly whether AI is the right tool — and if it is, how we'd build it.