SensiML offers cutting-edge AutoML software tools enabling developers to quickly create AI-powered sensing applications that run on ultra-low-power microcontrollers that serve as the brains for nearly all IoT devices. Known categorically as TinyML, AI/ML models that can run autonomously on the extreme endpoint nodes (ex. smart doorbells, wearable fitness devices, battery-powered remote sensors) present a unique challenge. While cloud AI has the benefit of huge data centers and powerful servers to perform AI tasks, TinyML models must provide similarly accurate results relying on the memory, compute, and power available on the IoT device's processor.
SensiML is an industry leader in providing such tools to developers of intelligent IoT devices spanning consumer devices, commercial smart building, factory automation and predictive maintenance, and remote sensing applications. The company’s flagship solution, SensiML Analytics Toolkit, provides an end-to-end development platform addressing ALL aspects of ML model development:
Data collection
Labeling
Algorithm Optimization
Firmware Auto-generation
Device testing
The SensiML Toolkit supports a broad array of Arm Cortex-M class and higher microcontroller cores, Intel x86-based CPUs, and heterogeneous multi-core SoCs. SensiML’s IoT edge ML/AI development software enables developers to build intelligent endpoints quickly and easily (500% faster or more than hand-coded solutions) with minimal data science expertise.