What are the latest funding news in the edge AI market? (September 2026)
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Edge AI funding remained active across chips, robotics, industrial software, cameras, mobile applications and portable inference infrastructure.
The latest publicly announced deals show that investors are backing both the hardware that runs models locally and the software that manages distributed deployments.
And if you want to better understand this new industry, you can download our pitch covering the edge AI market.
Insights
- The 12 disclosed edge AI funding deals total approximately $921M, but the three largest rounds, FieldAI, Bedrock Robotics and Axelera AI, account for roughly 91% of that amount.
- Robotics and physical AI captured at least $584M across FieldAI and Bedrock Robotics, showing that investors see on-machine inference as central to automating difficult physical work.
- Edge AI semiconductor funding was led by Axelera AI’s $250M+ round, while Quadric and Mosaic SoC show continued demand for programmable and ultra-low-power on-device inference chips.
- Several companies are selling edge AI into existing equipment fleets, including Edgify in retail, Barbara in industrial sites and CTHINGS.CO in IoT infrastructure, reducing the need for customers to replace hardware.
- Camera and mobile edge AI remain distinct investment themes, with Plumerai focusing on embedded camera intelligence and Captur applying on-device vision to enterprise mobile workflows.
- Industrial edge AI buyers increasingly require local processing for latency, reliability, bandwidth and data-residency reasons, not only for raw model performance.
- Most disclosed rounds did not include a valuation, while Bedrock Robotics and FieldAI stood out with reported post-money valuations of $1.75B and about $2B respectively.
- Portable and distributed inference infrastructure is becoming a separate category, illustrated by GigaIO’s suitcase-sized edge system and ElastixAI’s flexible inference optimization platform.
As this chart shows, and as featured in our edge AI market deck, search interest in edge AI has increased sharply
Summary table of the latest funding deals in the edge AI market as of September 2026
We define the edge AI market as AI inference that runs on devices or compute nodes located close to where data is generated, rather than in large centralized cloud data centers.
We include AI running on end devices such as sensors, cameras, robots, vehicles, and phones, local gateways and industrial PCs, on-premise servers at customer sites, and telecom or MEC edge nodes that serve nearby users or machines.
We exclude model training infrastructure, AI workloads that run only in hyperscale or central enterprise data centers, and cloud analytics that process edge data but do not execute AI models close to the data source.
You can also read our detailed analysis to understand how funding activity in the edge AI market has evolved over the last few years.
We also have a quarter-by-quarter analysis of funding activity in the market here.
Finally, you can check our complete list of fundraising deals for the edge AI market (we update this list every quarter) as well as our ranking of the most funded startups.
| Name | When | Amount in $ | Round Type | Category |
|---|---|---|---|---|
| ElastixAI | May 14, 2025 | $16M | Undisclosed round | Inference infrastructure |
| GigaIO | July 17, 2025 | $21M | Series B first close | Portable & distributed inference infrastructure |
| FieldAI | August 20, 2025 | $314M | Series A-3 | Robotics autonomy & physical AI |
| Plumerai | September 16, 2025 | $8.7M | Series A | Embedded camera AI |
| Bedrock Robotics | February 4, 2026 | $270M | Series B | Autonomous construction robotics |
| Barbara | February 18, 2026 | Approx. $4.8M | Strategic financing | Industrial edge AI software |
| Axelera AI | February 24, 2026 | $250M+ | Latest funding round | Edge AI accelerator chips |
| Captur | March 10, 2026 | $6M | Seed | Mobile on-device computer vision |
| Mosaic SoC | April 30, 2026 | $3.8M | Pre-seed | Low-power perception chips |
| CTHINGS.CO | July 6, 2026 | Approx. $2M | Seed strategic investment | Industrial edge orchestration |
| Quadric | July 13, 2026 | $16M extension | Series C extension | On-device NPU & inference IP |
| Edgify | August 19, 2026 | $9M | Series A+ | Retail edge computer vision |
All the latest funding deals during in the edge AI market as of September 2026
Edgify raised $9M in a Series A+ round in August 2026.
When was it?
Edgify announced the funding round on August 19, 2026.
Who are they?
Edgify provides product recognition and loss-prevention AI that runs on retailers’ self-checkouts, scales, scanners, POS systems and cameras.
Geographical focus?
Edgify began in the UK, Europe and Israel and now serves retail customers internationally.
Why do we include them in the edge AI market?
Edgify runs computer-vision inference directly on store hardware, placing it in the retail edge AI and on-device computer-vision category.
What is the company stage?
Edgify is at growth stage, with thousands of production devices deployed across multiple countries.
How much did they raise?
Edgify raised $9M in this financing round.
What round is it?
Edgify raised a Series A+ round led by Rank Ventures, with participation from Mangrove Capital Partners.
Why did they raise?
Edgify raised the funding to extend its distributed intelligence platform into logistics, manufacturing and warehouse operations.
Quadric extended its Series C to $46M in July 2026.
When was it?
Quadric announced the second close of its Series C on July 13, 2026.
Who are they?
Quadric licenses programmable AI processor technology and software for running vision and language models directly inside devices.
Geographical focus?
Quadric operates globally across automotive, enterprise systems, AI PCs, wearables, networking and robotics.
Why do we include them in the edge AI market?
Quadric enables AI inference on local chips inside end devices, making it a core on-device AI semiconductor company.
What is the company stage?
Quadric is in commercial growth stage and reported profitability before the Series C extension.
How much did they raise?
Quadric’s Series C reached $46M after the extension, while total capital raised reached $90M.
What round is it?
Quadric completed a Series C second close led by the International Finance Corporation.
Why did they raise?
Quadric raised the capital to expand customer support and go-to-market work across current and emerging edge AI markets.
This chart, featured in our edge AI market deck, compares the main business model options for edge AI accelerator companies
CTHINGS.CO secured approximately $2M for expansion in July 2026.
When was it?
CTHINGS.CO announced the investment on July 6, 2026.
Who are they?
CTHINGS.CO provides software and industrial gateways for deploying and managing IoT and AI workloads across distributed infrastructure.
Geographical focus?
CTHINGS.CO is headquartered in Warsaw and is using the funding to expand in North America.
Why do we include them in the edge AI market?
CTHINGS.CO manages AI and IoT workloads on local gateways and industrial edge nodes through its Orchestra platform.
What is the company stage?
CTHINGS.CO is at growth stage, with industrial customers and a plan for international commercial expansion.
How much did they raise?
CTHINGS.CO secured 8M Polish zloty, equal to more than €1.8M or approximately $2M.
What round is it?
CTHINGS.CO received a seed-stage strategic investment from Navivo Capital Poland.
Why did they raise?
CTHINGS.CO raised the funding to grow North American sales and further develop the Orchestra platform.
Mosaic SoC raised $3.8M in pre-seed funding in April 2026.
When was it?
Mosaic SoC announced the pre-seed round on April 30, 2026.
Who are they?
Mosaic SoC develops low-power perception chips that help wearables and smartphones understand their surroundings in real time.
Geographical focus?
Mosaic SoC is based in Zurich and targets global consumer-electronics and wearable-device makers.
Why do we include them in the edge AI market?
Mosaic SoC designs dedicated processors for local spatial and computer-vision inference in mobile and wearable devices.
What is the company stage?
Mosaic SoC is at pre-seed stage, with prototype work and early commercial development underway.
How much did they raise?
Mosaic SoC raised $3.8M in the round.
What round is it?
Mosaic SoC raised a pre-seed round led by Founderful, with participation from Kick Foundation.
Why did they raise?
Mosaic SoC raised the funding to develop and commercialize its low-power perception chip platform.
This chart, featured in our edge AI market deck, shows how Hailo is winning in edge AI
Captur raised $6M in seed funding in March 2026.
When was it?
Captur announced the seed round on March 10, 2026.
Who are they?
Captur runs AI models on smartphones to verify whether submitted photos are useful and accurate before a transaction or inspection is completed.
Geographical focus?
Captur was founded in the UK and operates commercially in the United States and international markets.
Why do we include them in the edge AI market?
Captur performs image inference directly on mobile phones, making it a mobile on-device computer-vision company.
What is the company stage?
Captur is a growth-stage seed company that processes tens of millions of images each month.
How much did they raise?
Captur raised $6M in this round.
What round is it?
Captur raised a seed round led by Rally Ventures, with continued participation from Sure Valley Ventures.
Why did they raise?
Captur raised the funding to expand its team and bring on-device image verification into more enterprise workflows.
Axelera AI raised more than $250M for commercial growth in February 2026.
When was it?
Axelera AI announced the financing on February 24, 2026.
Who are they?
Axelera AI develops power-efficient AI accelerator chips and software for computer vision and generative AI inference.
Geographical focus?
Axelera AI is headquartered in Eindhoven, Netherlands, and sells into global industrial, robotics, automotive and security markets.
Why do we include them in the edge AI market?
Axelera AI designs hardware and software for efficient inference in cameras, robots, industrial systems and other edge environments.
What is the company stage?
Axelera AI is at growth stage, with commercial shipments and a broad customer base.
How much did they raise?
Axelera AI raised more than $250M in the latest funding round.
What round is it?
Axelera AI completed a funding round led by Innovation Industries, with BlackRock and SiteGround Capital among the new investors.
Why did they raise?
Axelera AI raised the capital to scale manufacturing, grow its partner network and develop its inference hardware and software stack.
In our edge AI market deck, we identify pain points entrepreneurs should prioritize
Barbara raised approximately $4.8M in strategic funding in February 2026.
When was it?
Barbara announced the strategic financing round on February 18, 2026.
Who are they?
Barbara provides software for deploying, managing and orchestrating AI applications on industrial gateways and customer-site infrastructure.
Geographical focus?
Barbara is based in Spain and is expanding across Europe, the Middle East and the United States.
Why do we include them in the edge AI market?
Barbara enables local, low-latency AI applications for industrial customers in energy, utilities, manufacturing and oil and gas.
What is the company stage?
Barbara is at growth stage, with existing industrial deployments and an expanding global partner network.
How much did they raise?
Barbara raised €4.5M, equivalent to approximately $4.8M.
What round is it?
Barbara closed a strategic financing round led by Aramco Ventures, with Criteria Venture Tech and Iberdrola participating.
Why did they raise?
Barbara raised the funding to expand geographically and accelerate industrial deployments in energy and oil and gas.
Bedrock Robotics raised $270M in a Series B round in February 2026.
When was it?
Bedrock Robotics announced the Series B on February 4, 2026.
Who are they?
Bedrock Robotics equips heavy construction machines with autonomy software for perception, planning and control.
Geographical focus?
Bedrock Robotics is initially focused on the United States construction and infrastructure market.
Why do we include them in the edge AI market?
Bedrock Robotics runs autonomy models on and alongside construction equipment operating at real-world work sites.
What is the company stage?
Bedrock Robotics is at growth stage and is moving from individual autonomous machines toward fleet-level deployments.
How much did they raise?
Bedrock Robotics raised $270M at a reported $1.75B post-money valuation.
What round is it?
Bedrock Robotics raised a Series B co-led by CapitalG and the Valor Atreides AI Fund.
Why did they raise?
Bedrock Robotics raised the capital to expand autonomous construction deployments and build connected machine fleets.
This market map, featured in our edge AI market deck, highlights top companies and startups in the edge AI market
Plumerai raised $8.7M in a Series A round in September 2025.
When was it?
Plumerai announced the Series A financing on September 16, 2025.
Who are they?
Plumerai develops compact computer-vision models that run inside cameras to detect people, vehicles, animals, packages and events.
Geographical focus?
Plumerai is based in London and sells camera AI technology to global security, retail and enterprise markets.
Why do we include them in the edge AI market?
Plumerai runs real-time Tiny AI models locally on camera chips and microcontrollers without sending raw video to the cloud.
What is the company stage?
Plumerai is at growth stage, with its models deployed on millions of cameras.
How much did they raise?
Plumerai raised $8.7M in the financing round.
What round is it?
Plumerai raised a Series A led by Partech and OTB Ventures, with support from Acclimate Ventures and existing investors.
Why did they raise?
Plumerai raised the funding to expand its camera AI product suite and grow beyond home security into enterprise and retail.
FieldAI raised approximately $314M in its latest financing in August 2025.
When was it?
FieldAI announced its funding on August 20, 2025.
Who are they?
FieldAI builds general-purpose robot intelligence that helps different machines perceive, reason and act in complex physical environments.
Geographical focus?
FieldAI is based in the United States and has commercial activity across North America, Europe, Asia and the Middle East.
Why do we include them in the edge AI market?
FieldAI installs autonomy intelligence on robots working in factories, construction sites and industrial facilities.
What is the company stage?
FieldAI is at growth stage, with testing and deployments across hundreds of complex industrial environments.
How much did they raise?
FieldAI raised approximately $314M in its latest round and disclosed $405M across two consecutive rounds.
What round is it?
FieldAI’s latest financing was described as a Series A-3 and was co-led by Bezos Expeditions, Prysm and Temasek.
Why did they raise?
FieldAI raised the capital to expand commercial deployments and advance its general-purpose robotics foundation models.
This chart, featured in our edge AI market deck, illustrates yearly funding for edge AI startups
GigaIO raised $21M in the first close of its Series B in July 2025.
When was it?
GigaIO announced the Series B first close on July 17, 2025.
Who are they?
GigaIO builds modular AI computing infrastructure, including portable systems that bring high-performance inference capacity closer to customers and machines.
Geographical focus?
GigaIO is based in the United States and serves enterprise, industrial, defense, research and infrastructure customers globally.
Why do we include them in the edge AI market?
GigaIO’s Gryf system brings data-center-class inference capacity to the edge in a suitcase-sized format.
What is the company stage?
GigaIO is at commercial growth stage, with production products and an expanding customer base.
How much did they raise?
GigaIO raised $21M in the first tranche of the Series B financing.
What round is it?
GigaIO raised a Series B first close led by Impact Venture Capital.
Why did they raise?
GigaIO raised the funding to increase production, develop new products and expand sales for its AI inference infrastructure.
ElastixAI raised $16M for inference technology in May 2025.
When was it?
ElastixAI’s funding was reported on May 14, 2025.
Who are they?
ElastixAI develops an AI inference platform that combines flexible hardware configuration, model optimization and inference software.
Geographical focus?
ElastixAI is based in Seattle and targets enterprise AI infrastructure customers internationally.
Why do we include them in the edge AI market?
ElastixAI is developing inference technology that can optimize AI workloads on edge devices as well as larger deployed systems.
What is the company stage?
ElastixAI was at an early pre-product stage and operating in stealth when the financing was reported.
How much did they raise?
ElastixAI raised $16M of a larger financing round.
What round is it?
ElastixAI raised an undisclosed round led by FUSE, without a public conventional Series label.
Why did they raise?
ElastixAI raised the funding to develop a more efficient and flexible platform for running AI inference workloads.
Related blog posts
- The evolution of funding activity in the Edge AI market
- The main fundraising trends in the Edge AI market
- How strong is fundraising in the edge AI market right now?
- What are the top startups in the edge AI market?
