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Edge Impulse
San Jose, US · Founded 2019 · 10 known investors
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Edge Impulse provides intelligent asset tracking solutions using real-time sensor, audio, and vision data to enhance supply chain visibility, livestock management, environmental monitoring, and public safety across logistics, agriculture, and infrastructure sectors.
Also known as Edge Impulse · Edge Impulse Inc. · EdgeImpulse Inc.
Founders & leadership
Investors · 10
How we know: Acrew Capital's portfolio page · funding news · thesaasnews.com · the VCSheet dataset · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: Canaan Partners's portfolio page · a partner's Signal profile · funding news · thesaasnews.com · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: Cerity Partners Ventures's portfolio page · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: funding news · thesaasnews.com · Not right? Tell us
How we know: Fika's portfolio page · the VCSheet dataset · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: In-Q-Tel's portfolio page · Not right? Tell us
How we know: Momenta Ventures's portfolio page · funding news · thesaasnews.com · the VCSheet dataset · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: funding news · thesaasnews.com · Not right? Tell us
How we know: funding news · thesaasnews.com · Not right? Tell us
Reported raises · per SEC filings
Form D private placements$52.8M disclosed across 3 rounds · 2020–2021
▶$34MraisedDec 2021 · 7 investors · ComputersRule 506(b)
- Zachary ShelbyExecutive Officer, Director
- Offering amount
- $34M
- Amount sold
- $34M
- Minimum investment
- $206.6K
- First sale
- Dec 2021
- Incorporated
- Corporation, Delaware, 2019
- Federal exemptions
- 06b
▶$15MraisedMay 2021 · 8 investors · ComputersRule 506(b)
- Zachary ShelbyExecutive Officer, Director
- Offering amount
- $15M
- Amount sold
- $15M
- Minimum investment
- $25K
- First sale
- May 2021
- Incorporated
- Corporation, Delaware, 2019
- Federal exemptions
- 06b
▶$3.8MraisedJul 2020 · 5 investors · ComputersRule 506(b)
- Zach ShelbyExecutive Officer, Director
- Offering amount
- $4M
- Amount sold
- $3.8M
- Minimum investment
- $70K
- First sale
- Jul 2020
- Incorporated
- Corporation, Delaware, 2019
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Valuation · disclosed
Disclosed eventsSource: SEC prospectus filings, and round valuations the company or its investors disclosed — follow each entry's link for the claim.
Company profile
researched Aug 2026Edge Impulse operates a development and MLOps platform for edge and physical AI, enabling machine learning models to be built, versioned, monitored and deployed onto devices at the edge. The platform targets a broad hardware ecosystem including microcontrollers (MCUs), NPUs, CPUs and GPUs, as well as gateways, sensors and cameras, and Docker containers, and is positioned as hardware-agnostic across those targets.
The platform covers end-to-end pipelines spanning sensor data ingestion, model development, security, versioning and model monitoring, with the stated aim of reducing repetitive steps in embedded ML development and shortening time to market. Alongside the software, the company offers in-house expert support for product and solution development. Published resources include a guide to edge AI, a manufacturing trends survey report, an e-book on building the business case for edge AI, and an edge AI ROI calculator.
Business model
Edge Impulse provides a software platform for edge AI development, supplemented by in-house expertise; the company markets a demo-booking and proof-of-concept engagement path for prospective customers.
▸Full profile — market position, technology, go-to-market
Market position
Positions itself as a leading edge AI development platform serving customers across the edge hardware ecosystem via a partner network.
Hardware-agnostic and scalable tooling that abstracts the complexity of selecting and configuring ML models, enabling embedded developers with limited machine learning experience to build and deploy models, according to customer testimonials published by the company.
Technology
An MLOps platform for edge and physical AI supporting data ingestion from sensors, model development and optimization, versioning, security and model monitoring, with deployment to MCUs, NPUs, CPUs, GPUs, gateways, sensors and cameras, and Docker containers. The company describes the platform as supporting any data, any model and any edge device, with collaboration features for production-ready models.
Go-to-market
Direct engagement through demo requests and proof-of-concept projects, supported by a partner ecosystem, industry-specific solution pages, and content marketing assets such as whitepapers, survey reports, e-books and an ROI calculator, plus events (for example, Imagine Innovators Europe 2026).
Embedded and firmware developers, product development teams, and enterprises in manufacturing and operations, industrial equipment, transportation (smart city intersections, bridge and road inspection, vehicle performance and safety, railway safety) and, per customer testimonials, healthcare and biotech and hardware organizations.
Compiled by commissioned research from 10 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Founder mafia
2 people who came through Edge Impulse went on to found or lead other companies.
Timeline · 10
launches, deals, and filingsCIOReview named Edge Impulse the Top Edge AI Development Platform for 2026; the company earned the cover story in February 2026.
Qualcomm announced an agreement to acquire Edge Impulse for an undisclosed sum to strengthen machine learning software capabilities for its Dragonwing line of AI chips; the acquisition was initially subject to customary closing conditions, and Edge Impulse's site states the acquisition by Qualcomm Technologies Inc. completed in March 2025. Edge Impulse integrates operations with Qualcomm while keeping its own offices, employees and website.
Edge Impulse's AI labeling tool received the annual embedded award, which honors innovations in embedded system technologies.
Gartner analysts named Edge Impulse one of four vendors simplifying development of complex edge applications and fast-tracking ML.
Edge Impulse Inc. announced it raised $34 million in an initial filing from an offering of $34 million, recorded as a venture round of undisclosed series.
$34M source ↗
The Edge Optimized Neural (EON) compiler was named Best Innovation of the Year at the 2021 tinyML Summit.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
Legal entities · 1
corporate structureIn the news
▸Research sources · 10
primary sources listed
- Data & Security Earlyedgeimpulse.com · web
- EdgeImpulse Inc. $34 Million funding round 2021-12-22fundz.net · web
10 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Edge Impulse do?
- Edge Impulse is an edge AI development and MLOps platform for building and deploying machine learning models on edge devices.
- Who are Edge Impulse's investors?
- Edge Impulse's investors include Acrew Capital, Canaan Partners, Cerity Partners Ventures, Coatue Management, Fika, In-Q-Tel, Momenta Ventures, Fika Ventures and 2 more.
- How much funding has Edge Impulse raised?
- Edge Impulse has disclosed $52.8M raised across 3 rounds.
- Where is Edge Impulse headquartered?
- Edge Impulse is headquartered in San Jose, US.