SensiML - Making Sensor Data Sensible

Algorithm Creation at the Speed of Capture

If you can capture what you seek to detect, SensiML's machine learning optimizer can automatically generate a predictive algorithm. Inordinate time and energy spent in iterative coding, testing, and re-coding can now be focused on extending algorithm capabilities making your smart device truly smart.

Sensor Analytics At The Extreme Edge

SensiML creates optimized algorithms that execute locally on the embedded sensor node, not a gateway or in the cloud. Thus, your applications benefit from true real-time processing where the sensing take place.

Rapid Prototyping and Proof-of-Concept Validation

With tools that address the entire workflow for data-driven algorithm design, SensiML Analytics Studio can streamline all aspects including initial prototyping and proof-of-concept work. Our tools allow developers to quickly test sensor applications on hardware in a matter of days or weeks rather than months.

Smarter Sensing Through Continuous Learning

Get your devices out of the lab and into the hands of customers sooner with ongoing learning mechanisms that allow you expand model sophistication over time through crowd-sourced data feedback and regular updates. Your users can enjoy more engaging products as they contribute to solving their own corner case exceptions.

An end-to-end software suite that provides developers a practical means for developing IoT sensor algorithms using AI. Each component handles specific steps to progress from initial raw sensor data collection using your prototype hardware to optimized firmware code generation, validation and testing, and post-ship algorithm updates and continuous learning enhancements.

SensiML Data Capture Lab

A full-featured client tool (Windows PC and Android Mobile) enabling rapid, efficient, and collaborative multi-user data collection, cleansing, labeling, and metadata annotation of your custom application datasets.

SensiML Analytics Studio

A powerful cloud service component that uses your labeled datasets to deliver device-optimized firmware for your chosen endpoint. Pick a target device, required accuracy, custom dataset, and it can figure out the rest.

SensiML Test App

Used to quickly and efficiently validate final device firmware and test for the proper behavior, accuracy, and performance of your algorithm empirically on actual endpoint hardware.

SensiML API

A simplified interface to extend your SensiML algorithms and manage advanced features like edge model tuning and continuous learning updates to the cloud.

Beyond our standard product platform offerings, SensiML offers custom services to help developers maximize their productivity and further reduce development resource needs and risk.

Enterprise Level Support

One-on-one classroom training, direct technical support from SensiML developers, weekly technical project support calls

Custom Engineering Services

Turnkey algorithms with customer supplied data, Consultation services (test design, data, collection integration)

Custom Development

Custom product feature requests, Extension to non-supported embedded platforms

INTELLIGENT ENDPOINTS: THE KEY TO HIGH PERFORMANCE IoT NETWORKS

Cloud-Centric IoT Networks

Intelligent Endpoint IoT Networks

The Missing Link: Practical AI Dev Tools Optimized for Endpoint Devices

SensiML TRANSFORMS HOW INTELLIGENT ENDPOINTS ARE BUILT

SensiML Analytics Toolkit: The solution to building intelligent endpoint devices quickly and easily

APPLICATION EXAMPLES

Industrial

Commercial

Agricultural

Wearables