Edge AI Companies Directory

Autel's drones run on-device obstacle avoidance, subject tracking, and flight stabilization AI, positioning the company as one of the more prominent DJI alternatives in the consumer and prosumer drone market.

DJI (SZ DJI Technology Co., Ltd.)

Private

Private

DJI drones run substantial on-device AI for real-time obstacle avoidance, subject tracking, and autonomous flight path planning, processed entirely onboard since flight control can't tolerate cloud round-trip latency.

iRobot Corporation

Private (delisted from NASDAQ Jan 2026)

Private

Roomba robots use on-device SLAM (simultaneous localization and mapping) and object recognition to navigate and avoid obstacles autonomously, with no cloud connectivity required for core cleaning operation.

Aqara's smart home sensors and hubs run local automation logic on-device via its hub hardware, enabling instant response times for triggers like motion detection and door sensors without a round trip to the cloud.

Skydio's core differentiator is fully autonomous, on-device AI flight — its drones navigate complex environments and avoid obstacles in real time using onboard computer vision, without requiring a skilled remote pilot.

Wyze Labs, Inc.

Private

Private

Wyze cameras run on-device person, vehicle, and pet detection to keep base subscription tiers functional without requiring cloud AI processing, a key part of undercutting pricier competitors like Arlo and Nest on price.