Smarter Homes Start at the Edge
Real intelligence for devices that run on tiny chips and tight power budgets. Instant response, complete privacy, no cloud required.
Industry Challanges
Existing models need expensive NPUs. The low-cost MCUs in most devices can't run them.
Heavy inference and cloud connectivity burn through power in hours. These devices need to last months.
200-500ms delays make voice control feel sluggish and security alerts arrive too late.
Consumers don't want cameras and microphones streaming to external servers.
API fees and infrastructure add up at volume. Every device shipped becomes a recurring expense.
They can't adapt to specific acoustics or environments. False alerts frustrate users until they disable features entirely.
We design models for the chips already in your bill of materials. From tens of KB to a few MB, they deliver performance matching models ten times larger while running on low-cost MCUs and DSPs.
Power efficiency is core to how we build. Our models run continuously at microwatt-level consumption, so battery-powered devices stay intelligent for months, not hours.
Everything processes on-device. No cloud round-trips, no latency spikes, no data transmission. Privacy is guaranteed by architecture. Cloud costs disappear.
We combine specialized models into complete experiences: wake word triggers noise reduction, noise reduction feeds speech recognition, speech recognition drives action. And we fine-tune to your specific vocabulary, acoustics, and environment, so accuracy beats generic cloud alternatives on the tasks your users care about most.
Alerts worth checking, security that works during internet outages, footage that never leaves the home.
