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

Most AI Won't Fit on IoT Hardware

Most AI Won't Fit on IoT Hardware

Existing models need expensive NPUs. The low-cost MCUs in most devices can't run them.

Existing models need expensive NPUs. The low-cost MCUs in most devices can't run them.

Always-On AI Drains Batteries Fast

Always-On AI Drains Batteries Fast

Heavy inference and cloud connectivity burn through power in hours. These devices need to last months.

Heavy inference and cloud connectivity burn through power in hours. These devices need to last months.

Cloud Latency Ruins the Experience

Cloud Latency Ruins the Experience

200-500ms delays make voice control feel sluggish and security alerts arrive too late.

200-500ms delays make voice control feel sluggish and security alerts arrive too late.

AI Built for the Realities of Smart Home Hardware

AI Built for the Realities of Smart Home Hardware

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.

Experience how ultra-efficient and production-grade AI models unlock intelligent applications and real-world impact

Experience how we unlock intelligent applications and real-world impact

Experience how ultra-efficient and production-grade AI models unlock intelligent applications and real-world impact

Smart Security Cameras

Smart Security Cameras

Smart Security Cameras

Knowing who's at the door before answering. Getting an alert for a stranger but not for every passing car. Understanding whether motion is a delivery, a visitor, or a potential threat.
Knowing who's at the door before answering. Getting an alert for a stranger but not for every passing car. Understanding whether motion is a delivery, a visitor, or a potential threat.

Alerts worth checking, security that works during internet outages, footage that never leaves the home.

Smart Speakers & Voice Assistants

Saying your brand's name to wake the device. Being understood clearly even with the TV on or kids in the background. Asking for help in natural language, not memorized commands.
Impact:

Instant response without cloud latency, privacy users can trust, no recurring API costs at scale.

Smart Door Locks & Access Control

Walking up to the door and having it recognize you. Letting family in automatically while keeping strangers out. No fumbling for keys, phones, or codes.
Impact:

Premium biometric security on mass-market hardware, battery that lasts months, works without WiFi or cloud.

Smart Appliances & Home Monitoring

Knowing the moment a baby starts crying, not minutes later. Getting an alert when glass breaks, not after the cloud processes it. Checking if the coffee is ready or the meter needs reading without walking over.
Impact:

Immediate alerts for what matters, everyday appliances that respond intelligently, no cloud dependency.

Smart Speakers & Voice Assistants

Smart Speakers & Voice Assistants

Saying your brand's name to wake the device. Being understood clearly even with the TV on or kids in the background. Asking for help in natural language, not memorized commands.
Saying your brand's name to wake the device. Being understood clearly even with the TV on or kids in the background. Asking for help in natural language, not memorized commands.

Instant response without cloud latency, privacy users can trust, no recurring API costs at scale.

Smart Door Locks & Access Control

Smart Door Locks & Access Control

Walking up to the door and having it recognize you. Letting family in automatically while keeping strangers out. No fumbling for keys, phones, or codes.
Walking up to the door and having it recognize you. Letting family in automatically while keeping strangers out. No fumbling for keys, phones, or codes.

Premium biometric security on mass-market hardware, battery that lasts months, works without WiFi or cloud.

Smart Appliances & Home Monitoring

Smart Appliances & Home Monitoring

Knowing the moment a baby starts crying, not minutes later. Getting an alert when glass breaks, not after the cloud processes it. Checking if the coffee is ready or the meter needs reading without walking over.
Knowing the moment a baby starts crying, not minutes later. Getting an alert when glass breaks, not after the cloud processes it. Checking if the coffee is ready or the meter needs reading without walking over.

Immediate alerts for what matters, everyday appliances that respond intelligently, no cloud dependency.