SensiML

What SensiML does

SensiML Corporation is a SaaS analytics toolkit company that provides AutoML software for building AI/ML sensor applications on ultra-low-power IoT edge devices. Headquartered in Beaverton, Oregon, and operating as a wholly-owned subsidiary of QuickLogic Corporation (Nasdaq: QUIK), SensiML serves IoT and wearable device developers across industrial IoT, consumer electronics, commercial smart buildings, healthcare, agriculture, and environmental monitoring verticals worldwide. The company employs 1–10 people and monetizes through tiered SaaS subscriptions, Premier Support packages, Custom Engineering Services, and Commercial Redistribution Licenses.

The company's flagship product, the SensiML Analytics Toolkit, is an end-to-end development platform that automates sensor data collection, labeling, AutoML search across hundreds of thousands to millions of model permutations, and firmware auto-generation for resource-constrained targets. The toolkit comprises Data Studio (data collection and labeling, rebranded from Data Capture Lab in Q1 2024), Analytics Studio (cloud-based AutoML engine), Open Gateway (Python middleware for Serial/BLE/TCP/IP device connectivity), Knowledge Packs (the generated ML inference code output, deployable as binary, C library, or full C source), TestApp (validation), and a Python SDK distributed via PyPI. The proprietary AutoML pipeline, evolved from Intel software tools over more than a decade, generates code that can execute on 8-bit microcontrollers — a capability not matched by general-purpose frameworks. In June 2024, SensiML launched Piccolo AI as the industry's first fully open-source AutoML tool for edge IoT, extending the platform from commercial SaaS into open-source community adoption. Validated integrations exist for hardware from ARM, Intel, Nordic Semiconductor, STMicroelectronics, NXP, Infineon, Silicon Labs, Arduino, onsemi, Microchip, Bosch, TensorFlow, and Raspberry Pi.

SensiML combines product-led growth (free Trial/Community edition, self-serve Proto and Team tiers) with direct enterprise sales via the Concierge Support plan and Premier Support packages (Bronze, Silver, Gold). Subscription pricing ranges from the free Trial through Proto Edition at $292/month annual ($3,504/year) and Team Edition at $705/month annual ($8,460/year), with multi-year Concierge contracts for outsourced model development. Distribution leverage comes from an extensive silicon-vendor partner ecosystem and global electronics distributors (Avnet, Future Electronics, Shinko Shoji, Optimus Logic), supplemented by open-source channels (GitHub, sensiml.org) that seed developer adoption and create a funnel for future Knowledge Pack and redistribution license revenue.

Name

SensiML

Legal name

SensiML Corporation

Website

https://sensiml.com

Company type

Private

Founded year

2013

Operating status

Operating

Headcount range

1–10 employees

Short description

SensiML provides an AutoML SaaS toolkit enabling IoT developers to build and deploy optimized AI sensor applications on ultra-low-power edge microcontrollers. The company serves industrial, consumer electronics, and other sensor-heavy verticals globally as a subsidiary of QuickLogic Corporation.

Ownership category

akta.pro rank

Product category

Edge AI/ML Development Platform

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)

SIC

Services-Prepackaged Software (7372), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

AutoML & Low-Code ML Platform Operations (HDAAABAL)

akta.pro secondary industries

End-to-End MLOps & ML Platform Suites (HDAAABAA), TinyML for Microcontrollers (ultra-low-power ML) (HDAAAJAD), Model Development & Training Platforms (AutoML, Notebooks, Feature Stores) (HDAEANAB)

Keywords

• Edge AI development
• AutoML platform
• IoT sensor algorithms
• TinyML tools
• Embedded machine learning

Headquarters

HQ city

Beaverton

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription (Analytics Toolkit): Cloud-based access to SensiML Analytics Toolkit with tiered subscription plans (Trial, Proto, Team, Concierge). Customers access Data Studio, Analytics Studio, and cloud AutoML processing. Revenue recognized over subscription term with monthly or annual billing.
2. Premier Support Services: Professional support packages (Bronze, Silver, Gold tiers) providing direct technical consultation with SensiML application engineers. Sold as prepaid time allocations alongside subscription plans for enterprise and advanced users.
3. Custom Engineering Services: Outsourced model development, optimization, and custom extensions to SensiML Software provided via Statement of Work. Time and materials basis for specialized customer requirements beyond standard product scope.
4. Commercial Redistribution License: Separate licensing agreement for customers who wish to redistribute SensiML Knowledge Packs or integrate object code into their own commercial products. Terms negotiated separately from SaaS platform access.

Pricing tiers

Go-to-market motion3 records

Distribution channels5 records

Marketing channels9 records

Core offering

SensiML provides an AutoML-powered SaaS Analytics Toolkit that enables IoT and wearable device developers to build optimized machine learning sensor inference code for ultra-low-power microcontrollers and edge devices. The platform automates the end-to-end ML pipeline from sensor data collection and labeling through model optimization to firmware code generation, supporting architectures from 8-bit MCUs to ARM Cortex-M, RISC-V, and heterogeneous SoCs.

Product overview

SensiML offers a modular platform-plus-services architecture centered on the SensiML Analytics Toolkit, an end-to-end AI/ML development suite for creating optimized sensor inference code that runs autonomously on ultra-low-power IoT edge devices. The toolkit comprises core components: Data Studio for sensor data collection and labeling (replacing the former Data Capture Lab), Analytics Studio as the cloud-based AutoML engine for model building, Open Gateway as middleware for device connectivity, Knowledge Packs as the generated inference code output, and TestApp for real-time model validation. Additional offerings include a Python SDK for programmatic access, Piccolo AI as an open-source AutoML alternative for edge IoT, and Custom Engineering Services for professional support. Service tiers range from free Community/Trial Edition through Proto Edition and Team Edition to Enterprise/Concierge plans.

Differentiator

Problem solved

Functional benefit

Brands

• Piccolo AI: Open-source AutoML tool for generating ML code for IoT edge devices, launched June 2024. Hardware agnostic and supports compact ML predictive models spanning classic ML algorithms to deep learning.

Quantifiable outcome

• ML model development 500% faster than hand-coded solutions
• +2 more outcomes

Segments6 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability8 records

Feature7 records

Partnerships

19 partnerships are on record, tiered core, flagship, major and minor.

• EfablesscoreStrategic or Co-development Partner · 8 October 2024Strategic partnership to deliver fully open-source solutions for IoT hardware and edge AI. The partnership combines SensiML's AI development tools with Efabless' custom SoC development platform, enabling developers to create open-source edge AI solutions from silicon to software.
• QuickLogic Corporation (Parent)coreOthersSensiML is a subsidiary of QuickLogic Corporation (Nasdaq: QUIK). QuickLogic specializes in ultra-low-power edge processing, Sensor Processing, and AI solutions, providing SensiML with access to advanced semiconductor technology and resources.
• ARMflagshipTechnology or IntegrationTechnology partnership for ARM Cortex-M and Cortex-A processor support. SensiML generates optimized ML code for ARM-based microcontrollers and provides CMSIS DSP optimizations for Arm Cortex processor-based SoCs.
• IntelflagshipTechnology or IntegrationLong-standing partnership supporting Intel x86-64 processors for IoT and embedded applications. SensiML evolved from Intel software origins and continues to support Intel Atom, Core, Celeron, and Pentium processors.
• Nordic SemiconductorflagshipTechnology or IntegrationPartnership supporting Nordic nRF52 and nRF52840 Bluetooth Low Energy SoCs. Nordic Thingy:52 natively supported by SensiML Analytics Toolkit for prototyping IoT sensor applications.
• STMicroelectronicsflagshipTechnology or IntegrationPartnership supporting STM32 microcontrollers and SensorTile development kits. SensiML supports ST SensorTile and SensorTile.box with ready-to-use firmware for data collection and model deployment.
• NXP SemiconductorsflagshipTechnology or IntegrationPartnership supporting NXP i.MX RT series and other NXP microcontrollers. SensiML generates optimized code for NXP platforms including MIMXRT1050 evaluation kit.
• Infineon TechnologiesflagshipTechnology or IntegrationPartnership supporting Infineon PSoC 6 microcontrollers. SensiML supports PSoC 6 Wi-Fi BT Pioneer Kit featuring dual-core MCU with CAPSENSE capacitive sensing.
• Silicon LabsflagshipTechnology or IntegrationPartnership supporting Silicon Labs EFR32 wireless SoCs and Thunderboard Sense 2. SensiML leverages xG24 AI accelerator for optimized ML inference on Silicon Labs platforms.
• ArduinoflagshipTechnology or IntegrationPartnership supporting Arduino Nano 33 BLE Sense and Nicla Sense ME development boards. SensiML provides plug-and-play ML prototyping capabilities for Arduino ecosystem.
• onsemiflagshipTechnology or IntegrationPartnership supporting onsemi RSL10 Bluetooth Low Energy SoC with industry-leading power efficiency. SensiML provides optimized ML code generation for RSL10-based applications.
• Microchip TechnologyflagshipTechnology or IntegrationPartnership supporting Microchip AVR, PIC, and SAM microcontrollers. SensiML supports Microchip PIC-IoT WG, SAM-IoT WG, and AVR128DA48 Curiosity Nano evaluation kits.
• Bosch SensortecflagshipTechnology or IntegrationPartnership supporting Bosch sensors integrated in Arduino Nicla Sense ME and other platforms. SensiML enables intelligent sensor processing using Bosch environmental and motion sensors.
• TensorFlowflagshipTechnology or IntegrationIntegration partnership with TensorFlow Lite for Microcontrollers. SensiML provides TensorFlow Lite converter support and documentation for users transitioning from TensorFlow workflows.
• Raspberry PiflagshipTechnology or IntegrationPartnership supporting Raspberry Pi single-board computers (3/3B/3B+/4). SensiML generates ML code for Raspberry Pi platforms running ARM Cortex-A processors.
• AvnetmajorChannel Partner/ Reseller/ DistributorGlobal electronics distributor providing sales and technical support for SensiML customers. Avnet offers SensiML alongside hardware platforms and enables broader market access.
• Future ElectronicsmajorChannel Partner/ Reseller/ DistributorGlobal distributor partnership. Future Electronics developed Compagno multi-sensor wireless edge node evaluation board as companion to STMicroelectronics STWIN kit, with SensiML ML support.
• FlexmajorChannel Partner/ Reseller/ DistributorTechnology manufacturing services partner. Flex collaborates with SensiML to enable intelligent sensor solutions for flex manufacturing and supply chain applications.
• DornerworksminorImplementation/ SI/ Consulting PartnerEmbedded systems integration partner providing custom development services for SensiML implementations. Dornerworks specializes in ARM and RISC-V based solutions.

Scale indicators3 records

Recent moves5 records

Expansion highlights5 records

Broad incumbents

• Qualcomm AI Hub: Large-vendor edge AI model optimization and deployment platform from Qualcomm; overlaps with SensiML on optimizing ML models for resource-constrained devices but is biased to Qualcomm silicon.
• STMicroelectronics NanoEdge AI Studio: A silicon-vendor bundled AI development tool for STM32 MCUs — comparable AutoML tool with hardware-ecosystem lock-in that competes head-to-head with SensiML on ST platforms.
• OctoML (now OctoAI): ML deployment and optimization platform for production AI; broader in scope than SensiML but overlaps significantly on automated model optimization for constrained environments and hardware targets.

Others

• Hailo: Edge AI accelerator company offering inference hardware with accompanying model optimization tools; an adjacent ecosystem participant that competes for the same IoT edge AI design wins, including software toolchain mindshare.

Emerging players

• Plumerai: Provides on-device AI inference libraries for microcontrollers, including person detection; competes with SensiML at the runtime/library layer rather than the full AutoML pipeline.
• SiMa.ai: Edge ML platform with proprietary silicon and software stack for embedded AI; competes in adjacent territory — both companies address the end-to-end edge ML workflow with QuickLogic's parent and SiMa's silicon-plus-software approach.
• Latent AI: Edge AI platform providing model compression and quantization tooling, targeting similar edge inference use cases as SensiML's optimization pipeline.

Direct peers

• Edge Impulse: Closest direct competitor — Edge Impulse provides an end-to-end AutoML platform for edge AI on microcontrollers and edge processors, targeting the same IoT developer audience with the same data-to-deploy workflow that SensiML offers.
• Neuton.AI: AutoML platform purpose-built for tiny ML models on edge devices, with similar pitch of automated model building and code generation for resource-constrained IoT endpoints.
• Cartesiam (acquired): Developed NanoEdge AI Studio for embedded ML on STM32 microcontrollers — competing AutoML toolkit targeting the same MCU developer base, particularly on STMicro hardware.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/sensiml
• Xx.com/sensiml

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about SensiML