Run models on the robot instead of in the cloud
Inspection robots, drones, cameras and handheld devices often can't wait for a round trip to the cloud or send data off the device. We fit the largest model that meets your accuracy threshold onto the hardware you ship, and it can keep training there.
What usually goes wrong
The model is too big
The model that passed evaluation needs 16 GB and the module has 8.
No network
Some sites have no connection, and latency budgets are measured in milliseconds.
Data can't be moved
Field data is sensitive or too large to upload for training.
Products involved
Devices and the models running on them
Edge fit
Whether a model fits the memory of a Jetson, a phone or a Raspberry Pi, and at what speed.
Tell us what you need the model to do
Send us the model, the hardware and your target, whether that's tokens per second, latency, memory or cost. In a 30-minute call we'll tell you whether we think it's doable and roughly what it would take.
- ReviewA free 30-minute call. We look at your model, hardware and target and give you an honest estimate.
- SprintTwo weeks at a fixed fee, on your hardware. If we can't beat your current setup, you don't pay.
- RunWe run Serve and monitoring for you and keep re-tuning as traffic changes, under an agreed SLO.