What are the fundraising trends in the edge AI market?
In our edge AI market deck, you will find everything you need to understand the market
SUMMARY
We analyzed every publicly disclosed equity round raised by pure-play edge AI companies between January 2024 and May 2026, with the freshest year-to-date window running from January 2026 through May 2026. We only kept disclosed equity rounds of $300K or more, excluded grants, debt, acquisitions, business combinations, cloud-only AI, centralized model-training infrastructure, and companies where edge inference was not the core business.
The edge AI market is attracting much more capital than it did one or two years ago. Qualifying companies raised about $2.2B between January and May 2026, compared with about $637M over the same calendar window in 2025 and about $407M over the same window in 2024.
The current funding surge is driven more by larger rounds than by more deals. The 2026 year-to-date sample contains 10 deals, down from 13 over the comparable 2025 window, but capital rose by roughly 3.5x.
Capital in the edge AI market is extremely concentrated. Wayve's $1.2B Series D alone represents about 54% of year-to-date 2026 capital, while the top 3 deals together account for about 86%.
Round sizes are much larger than in the prior comparable window. The year-to-date 2026 median round is $71.5M and the average is about $220.8M, compared with a $23.5M median and $49.0M average in the same period of 2025.
Vehicle Edge AI leads year-to-date 2026 by capital, with about $1.3B, or 59% of all dollars, from only two deals. That makes vehicle autonomy the main dollar signal in the current edge AI market.
Industrial Edge AI leads by deal count. It produced 5 of the 10 year-to-date 2026 deals, which means the broadest activity is in robotics, warehouses, factories, logistics, and remote industrial assets even though the biggest checks went to vehicle autonomy.
Europe is the strongest recent region by capital and deal count, with about $1.7B and 6 of 10 deals in year-to-date 2026. But this is a concentrated European platform signal, not evidence that every European edge AI startup is suddenly overfunded.
First financings are visible but not the center of the market. They represent 30% of year-to-date 2026 deals and about 21% of capital, but that capital share is heavily shaped by Rhoda AI's unusually large $450M Series A.
The practical interpretation is that the edge AI market has moved from generic on-device AI into strategic physical-world execution. Investors are funding companies that can control vehicles, robots, factories, logistics systems, industrial assets, and reusable edge inference infrastructure.
This chart, featured in our edge AI market deck, shows revenue distribution by customer segment in the edge AI market
Is more or less capital going into the edge AI market?
More capital is going into the edge AI market, and the increase is large enough to be directionally clear. Between January and May 2026, qualifying edge AI companies raised about $2.2B, compared with about $637M over the same calendar period in 2025.
That is roughly 3.5x more capital year over year in the comparable early-year window. The broader annual comparison points in the same direction: full-year 2025 funding reached about $5.3B, up from about $602M in full-year 2024.
The important caveat is concentration. Wayve's $1.2B Series D alone represented about 54% of all year-to-date 2026 edge AI capital, and the top 3 rounds captured about 86%. So the edge AI market is not simply more funded; it is more funded because investors are writing very large conviction checks into a few companies.
The 2025 comparison matters because it shows the expansion was not only a 2026 outlier story. Even excluding rounds above $50M, funding rose from about $56M in 2024 to about $472M in 2025. That means the edge AI market broadened underneath the mega-rounds before becoming more top-heavy again in early 2026.
The practical takeaway is that edge AI has crossed from niche funding into strategic platform funding. Investors are no longer treating the edge AI market as a small on-device software theme; they are funding it where local intelligence controls high-value real-world execution.
Is edge AI funding driven by more deals or larger rounds?
Edge AI funding is currently being driven more by larger rounds than by more deals. So far in 2026, the edge AI market had 10 qualifying deals, down from 13 over the comparable January through May 2025 period, yet capital rose from about $637M to about $2.2B.
The round-size metrics make the answer even clearer. The average edge AI round increased from about $49M in early 2025 to about $221M in early 2026, while the median rose from about $24M to about $72M. That means the typical disclosed round became larger, not just the average.
Still, the average is heavily inflated by Wayve. The largest 2026 round is nearly 17x the median round, which means the funding surge should be read as a few very large platform rounds plus a stronger mid-tier, not as evenly distributed market expansion.
The full-year comparison adds nuance. In 2025, the number of deals rose to 50 from 11 in 2024, while total capital rose to about $5.3B from about $602M. So 2025 was both a deal-count expansion and a capital expansion; early 2026 is more clearly a round-size-led acceleration.
For deeper benchmarks on edge AI deal sizes, medians, and round distributions, see our edge AI market deck. It breaks the funding cycle down with more category-level context.
Is edge AI capital moving toward later-stage or earlier-stage companies?
Edge AI capital is still mostly moving toward later-stage companies, although early 2026 looks more complicated because one unusually large Series A lifts the early-stage share. In year-to-date 2026, late-stage, Series B-plus, and growth rounds captured about $1.7B, or roughly 79% of capital.
Early-stage rounds, defined as Seed and Series A, captured about $463M, or roughly 21% of capital. That share is much higher than in 2025, but it is heavily distorted by Rhoda AI's $450M Series A. Without Rhoda, early-stage capital would look much thinner.
The more reliable full-year comparison says the edge AI market remains a scale-up market. In full-year 2025, late-stage and growth rounds captured about 88% of capital. In full-year 2024, Series B-plus rounds captured about 97%.
Deal count tells a slightly different story. In 2025, Series A was the most common stage, with 18 deals, or 36% of activity, but Series A represented only about 11% of capital. That means many companies could raise validation-stage checks, but the large checks still went to companies with stronger proof or heavier deployment requirements.
The honest interpretation is that capital is not moving cleanly toward earlier-stage companies. Investors are willing to fund earlier-stage edge AI companies when they look like potential physical-AI platforms, but the market still rewards proof, deployment depth, strategic relevance, and operational control more than company newness.
This chart, featured in our edge AI market deck, compares the main business model options for edge AI accelerator companies
Is the edge AI market maturing or still experimental?
The edge AI market is maturing, but it is maturing unevenly. The strongest evidence is the shift from 11 deals and about $602M in full-year 2024 to 50 deals and about $5.3B in full-year 2025, followed by another $2.2B raised between January and May 2026.
This does not look like a seed-stage market where investors are testing hundreds of unproven ideas. In 2025, first financings were only 14% of deals and less than 1% of capital. In 2024, first financings were about 9% of deals and about 1% of capital.
Where maturity is visible, it is tied to categories with real deployment environments. Large rounds are appearing in vehicle autonomy, industrial robotics, logistics, processor IP, edge inference hardware, and industrial asset intelligence.
However, the edge AI market is not fully mature in the sense of being predictable or institutionally standardized. In year-to-date 2026, the sample has only 10 deals, the top 3 captured about 86% of capital, and only Uncork Capital clearly appeared in more than one qualifying deal.
The better interpretation is that the edge AI market has moved beyond technical curiosity but has not reached stable market maturity. It is commercially maturing in industrial AI, vehicle autonomy, robotics, and edge inference infrastructure, while camera-only products, telecom edge AI, and generic local deployment tooling remain more experimental.
Are new startups still entering the edge AI market?
Yes, new startups are still entering the edge AI market, but new company formation is not the main driver of capital. In year-to-date 2026, first financings represented 3 of 10 deals, or 30%, which is healthier than the 2024 and 2025 full-year shares.
The dollar signal is fragile. First financings captured about 21% of year-to-date 2026 capital, but nearly all of that comes from Rhoda AI's $450M Series A. Sensesemi's $2.75M seed and Mirai's $10M seed are more typical examples of new-company financing.
The fuller comparison is more reliable for understanding startup formation. In full-year 2025, first financings represented 14% of deals but only about 1% of capital. In full-year 2024, they represented about 9% of deals and less than 1% of capital.
Newer edge AI companies appear more plausible in on-device inference software, camera systems, industrial AI software, and robotic intelligence. But the largest pools of capital are still going to companies that look like platforms, not small experiments.
For the broader category view across edge AI startups, first financings, and subcategory formation, see our full edge AI market report. It gives more context on which new company types are entering the market.
Are more investors entering the edge AI market?
More investors appear to be entering the edge AI market over the full-year comparison, but the freshest 2026 signal shows that investor participation is still concentrated around specific deals. In 2024, the market had about 62 unique disclosed investors. In 2025, the number rose to roughly 90-110 disclosed investors.
So far in 2026, there were 67 unique disclosed investors across just 10 deals. That is a meaningful number for an incomplete year, but it should be interpreted carefully because large rounds naturally bring large syndicates.
The quality of investors is changing too. The 2026 sample includes strategic and tier-1 names tied to autonomy, compute, industrial systems, and real-world deployment, including Microsoft, NVIDIA, Uber, SoftBank, BlackRock, Samsung Catalyst Fund, Khosla Ventures, Temasek, Mayfield, Bain Capital Ventures, and others.
The lack of repeat investors is the caution. In 2024, no investor appeared in more than one qualifying deal. In 2026 so far, only Uncork Capital clearly appeared in more than one qualifying deal. That means investors are entering through company-specific conviction rather than a repeatable edge AI portfolio strategy.
The best interpretation is that investor participation is broadening, but the edge AI market has not yet developed a dense specialist investor base. Many investors are showing up for autonomy, physical AI, semiconductor infrastructure, or local inference bottlenecks, not for edge AI as a generic label.
This chart, featured in our edge AI market deck, illustrates yearly funding for edge AI startups
Are top investors getting more or less active in edge AI?
Top investors are getting more active in the edge AI market, but their activity is selective rather than programmatic. The strongest signal is the rising presence of tier-1 and strategic investors in large rounds.
In year-to-date 2026, major names such as Microsoft, NVIDIA, SoftBank, Uber, BlackRock, Samsung Catalyst Fund, Khosla Ventures, Temasek, Mayfield, Bain Capital Ventures, Headline, Felix Capital, Creandum, Air Street Capital, and Uncork Capital appeared in qualifying rounds. That is a stronger top-investor signal than the 2024 market showed.
The full-year comparison supports the same conclusion. In 2024, there were about 19 unique tier-1 investors across 11 deals. In 2025, about 20-25 tier-1 investors appeared across 50 deals. The absolute number rose, though not as quickly as deal count.
Repeat activity remains limited. In 2025, visible repeat activity included names such as Intel Capital, NVIDIA, Insight Partners, and Google-affiliated AI capital, but the investor ranking was incomplete because several rounds disclosed only partial syndicates. In 2026 so far, only Uncork Capital clearly crossed the repeat-deal threshold.
The honest interpretation is that top investors are more engaged, but they are still underwriting edge AI as a high-conviction, company-specific market. A marquee investor on an edge AI round is a strong company signal, not automatic validation of the whole category.
Which edge AI subcategories are gaining momentum?
Industrial Edge AI, Vehicle Edge AI, and Edge Vision Systems are the subcategories gaining the most momentum in the edge AI market. The strongest full-year shift came in 2025, when Industrial Edge AI became the largest category with about $3.3B, or 62% of total capital.
That was a major rotation from 2024, when On Prem AI captured about $490M, or 81% of capital. The edge AI market moved from enabling infrastructure toward physical AI in robots, machines, factories, warehouses, and critical infrastructure.
Vehicle Edge AI is the strongest current dollar gainer. In year-to-date 2026, it captured about $1.3B, or 59% of all capital, from only two deals: Wayve and Oxa. That means Vehicle Edge AI is gaining momentum through very large conviction checks, not through broad deal formation.
Edge Vision Systems is gaining momentum as a reusable infrastructure category. It had no capital in 2024 under that category, then reached about $324M in full-year 2025 and about $280M in the first four months of 2026. Quadric and Axelera show investor appetite for edge inference foundations that can serve many downstream endpoints.
We cover this subcategory shift in more detail in our edge AI market report, including how Industrial Edge AI, Vehicle Edge AI, Edge Vision Systems, On Prem AI, Edge AI Cameras, and Telecom Edge AI are moving in different directions.
Which edge AI subcategories are losing momentum?
On Prem AI, Edge AI Cameras, and Telecom Edge AI are the subcategories losing momentum in the edge AI market, although each is losing momentum in a different way. On Prem AI is losing share, not disappearing.
In 2024, On Prem AI captured about $490M, or 81% of total capital. In 2025, it rose in absolute dollars to about $594M, but its share fell sharply to about 11%. So far in 2026, it has only one qualifying deal, Mirai's $10M seed round, representing less than 1% of capital.
Edge AI Cameras are also losing relative momentum. The category had one 2024 deal, then improved to six deals and about $54M in 2025, but it produced no qualifying deals through May 2026. That absence matters because video analytics and smart cameras remain commercially attractive.
Telecom Edge AI is the weakest category in the dataset. It had no qualifying deal in 2024, one small qualifying deal and 0.2% of capital in 2025, and no qualifying deal so far in 2026. The practical takeaway is that telecom edge AI remains more of an operator or vendor deployment theme than a venture-backed pure-play funding wave.
The clearest interpretation is that subcategories lose momentum when edge AI is only a feature rather than the core economic bottleneck. Investors are putting the largest checks into companies where local intelligence directly controls movement, production, perception, autonomy, or mission-critical execution.
This chart, featured in our edge AI market deck, shows how Hailo is winning in edge AI
Which regions are gaining momentum in edge AI funding?
Europe is the region gaining the most momentum in edge AI funding in the freshest comparison, while North America remains structurally important in the fuller comparison. Between January and May 2026, Europe captured about $1.7B, or 76% of capital, and 6 of 10 deals.
Over the comparable January through May 2025 period, Europe had only about $107M, or 17% of capital, and 4 of 13 deals. That is a major increase in both capital share and deal share.
The European surge should be interpreted carefully because it is shaped by a few large rounds: Wayve, Axelera, Oxa, Sereact, Helin, and Mirai. Wayve alone raised $1.2B. So the right conclusion is not that every European edge AI startup is suddenly overfunded; it is that Europe has produced several globally relevant edge AI platforms.
North America is still the deeper capital center in the full-year comparison. In 2025, North America captured about $3.7B, or 71% of full-year capital, and 25 of 50 deals. Its 2026 early-year total was still meaningful at about $520M across Rhoda AI, Gather AI, and Quadric.
For ongoing regional tracking across Europe, North America, Asia-Pacific, the Middle East, Latin America, and Africa, see our full market view on edge AI regions.
Which regions are losing momentum in edge AI funding?
Asia-Pacific and the Middle East are losing momentum in the freshest edge AI funding comparison, while Europe is clearly gaining and North America remains active. Asia-Pacific had about $1.1B of capital in full-year 2025 and 9 deals, but only one qualifying deal worth $2.75M through May 2026.
That does not prove Asia-Pacific edge AI activity disappeared. It means large publicly disclosed pure-play financings were not visible in the current-year period. Asia-Pacific's 2025 strength came later in the year, so timing and disclosure patterns matter.
The Middle East also lost momentum after its 2024 Hailo-driven signal. In 2024, the Middle East captured $120M, or about 20% of total capital, entirely through Hailo's round. In 2025 and year-to-date 2026, it had no qualifying capital.
North America's share fell from 83% of capital over January through May 2025 to about 24% over January through May 2026, but that should not be read as North American weakness in absolute terms. The region still raised about $520M in the 2026 period.
The better interpretation is that regions lose momentum when they do not produce continuing large, publicly disclosed platform rounds. Europe is the current breakout region, North America remains broad and active, Asia-Pacific looks episodic, and the Middle East has not repeated the Hailo effect.
Is edge AI becoming more global or regionally concentrated?
The edge AI market is becoming more globally relevant by company participation, but capital is still regionally concentrated around whichever region produces the largest platform rounds in a given period. Full-year 2025 showed a healthier geographic spread than 2024, with North America at 50% of deals, Europe at 32%, and Asia-Pacific at 18%.
However, the capital story remained concentrated. In 2025, North America captured about 71% of capital. In year-to-date 2026, the pattern flipped: Europe captured about 76% of capital and 60% of deals, while North America captured about 24% of capital and 30% of deals.
The reason is simple: large rounds dominate geographic interpretation. In 2024, the Middle East looked important because Hailo raised $120M. In 2025, North America looked dominant because of large robotics, autonomy, infrastructure, and industrial AI rounds. In early 2026, Europe looks dominant because of Wayve, Axelera, Oxa, and Sereact.
The edge AI market is therefore more global in participation but not evenly global in capital. Europe, North America, and Asia-Pacific all matter. Latin America and Africa had no qualifying capital in these periods.
The practical rule is to separate geographic company formation from geographic capital dominance. The edge AI market is global, but the dollars pool around a small number of regional champions.
This chart, featured in our edge AI market deck, shows how edge chip adoption has driven growth in the edge AI market over time
Is edge AI capital moving toward proven winners or new opportunities?
Edge AI capital is moving mostly toward proven winners, but early 2026 shows a limited opening for new opportunities when the opportunity looks platform-scale. In full-year 2025, follow-on rounds dominated, first financings were only 14% of deals, and first financings captured less than 1% of capital.
In 2024, first financings were about 9% of deals and also less than 1% of capital. That means the edge AI market has mainly funded companies with prior validation, not brand-new companies entering from scratch.
So far in 2026, first financings rose to 30% of deals and about 21% of capital. On the surface, that looks like a shift toward new opportunities. But almost all of that capital comes from Rhoda AI's $450M Series A, which is an exceptional platform launch rather than a broad seed-market signal.
The category evidence reinforces the proven-winner interpretation. Large follow-on rounds went to Wayve, Oxa, Axelera, Sereact, Gather AI, and Quadric. These are companies tied to vehicle autonomy, industrial mobility, edge inference hardware, robotic brains, logistics automation, and on-device processor IP.
Our deeper analysis of the edge AI market tracks which companies keep attracting follow-on capital and which new entrants still need to prove they can raise again.
Is the edge AI market becoming winner-takes-most?
The edge AI market is becoming winner-takes-most in capital allocation, but not necessarily in company formation. In year-to-date 2026, the largest deal captured about 54% of all capital, the top 3 captured about 86%, and the bottom half of deals captured only about 4%.
The full-year 2025 comparison also shows high concentration, though less extreme than early 2026. In 2025, the top deal captured 19% of capital, the top 3 captured 36%, the top 10 captured 68%, and the bottom half captured only 6.5%.
The nuance is that deal count does not show a single winner. In 2025, there were 50 qualifying deals across 48 unique companies. In 2026 so far, there were 10 deals across 10 companies. Many companies are still getting funded.
The market is not winner-takes-all in the sense that only one company exists. It is winner-takes-most in the sense that most dollars go to a few companies investors believe can become category-defining platforms.
The honest interpretation is that edge AI is power-law financed because deployment-heavy markets reward scale, credibility, and strategic positioning. Smaller companies can survive, but they will not define the funding narrative unless they control a scarce bottleneck.
Is the next wave of edge AI winners becoming visible?
Yes, the next wave of edge AI winners is becoming visible, but the visible winners are concentrated in physical AI, vehicle autonomy, industrial robotics, logistics automation, and edge inference infrastructure. The early-2026 rounds make that especially clear.
Wayve, Rhoda AI, Axelera, Oxa, Sereact, Gather AI, and Quadric are the most visible current winners because they combine large rounds with high-value deployment environments. The signals are not just round size; they include tier-1 or strategic investors, real-world deployment settings, and a role as an execution layer rather than an add-on feature.
Wayve's $1.2B Series D, Rhoda AI's $450M Series A, Axelera's $250M growth round, Sereact's $110M Series B, Oxa's $103M Series D, Gather AI's $40M Series B, and Quadric's $30M Series C all fit part of this pattern.
The 2025 full-year pattern supports the same reading. Industrial Edge AI, Vehicle Edge AI, and Edge Vision Systems absorbed the most strategically meaningful capital, with large rounds clustering around robotics, autonomy, industrial AI, infrastructure, and compute.
The caution is that funding visibility is not the same as market victory. The next wave is becoming visible, but not fully confirmed. These companies still need to prove reliability, unit economics, customer adoption, safety, and integration into physical workflows.
As this chart shows, and as featured in our edge AI market deck, search interest in edge AI has increased sharply
Is the edge AI funding landscape fragmenting or consolidating?
The edge AI funding landscape is consolidating in dollars while fragmenting in company and category activity. In capital terms, the market is clearly consolidating around a small group of large rounds.
So far in 2026, the top 3 deals captured about 86% of all capital, and the top 5 captured about 96%. In full-year 2025, the top 10 deals captured about 68% of capital. These figures show that most dollars are consolidating around a limited number of perceived winners.
At the same time, the market is fragmenting by use case. In 2025, capital and deals spread across Industrial Edge AI, Vehicle Edge AI, On Prem AI, Edge Vision Systems, Edge AI Cameras, and Telecom Edge AI. That is category fragmentation, even though dollars were concentrated.
The investor landscape is also mixed. More investors participated in 2025 and 2026, but repeat investor activity remained limited. In 2026 so far, only Uncork Capital clearly appeared in more than one qualifying deal.
The best interpretation is that the edge AI market is consolidating around winners at the top while remaining fragmented below the top tier. This is typical of markets where many technical approaches are plausible but only a few companies can raise the capital required to scale physical-world deployment.
Where is investor attention shifting in edge AI?
Investor attention in the edge AI market is shifting toward physical AI, autonomy, industrial execution, and reusable edge inference infrastructure. The shift is visible in the category rotation from On Prem AI in 2024 to Industrial Edge AI in 2025 to Vehicle Edge AI in early 2026.
In 2024, On Prem AI captured about 81% of capital. In 2025, Industrial Edge AI captured about 62% of capital. So far in 2026, Vehicle Edge AI captured about 59% of capital, Industrial Edge AI captured about 28%, and Edge Vision Systems captured about 13%.
The deal-count signal matters too. In year-to-date 2026, Industrial Edge AI had 5 of 10 deals, the largest share of activity. That means investor attention is not only going to one enormous vehicle autonomy round; investors are repeatedly funding companies that bring edge AI into warehouses, factories, remote industrial assets, logistics operations, and robotics.
The investor-quality signal points in the same direction. Strategic and tier-1 investors are showing up around autonomy, robotics, industrial AI, semiconductor infrastructure, and edge deployment. These investors are funding situations where local intelligence can control high-value workflows.
Investor attention is moving away from edge AI as a generic deployment architecture and toward edge AI as a control layer. For real-time tracking of that shift, see our market report covering edge AI investor attention.
All the funding deals in the Edge AI market from 2024 to Apr 2026
The table below lists every disclosed funding round in the supplied Edge AI dataset from February 2024 through April 2026, covering companies across on-prem AI, industrial edge AI, vehicle edge AI, edge AI cameras, and edge vision systems.
Each row shows the company, the fundraising date, what the company does, its category, the funding stage, the round size, the region, whether it was a first financing or a follow-on, the tier-1 investor if any, and the announcement source. For the broader investability view, see our market report.
| Company | Date | What they do | Category | Stage | Deal size | Region | First/Follow-on | Tier 1 investor(s) | Source |
|---|---|---|---|---|---|---|---|---|---|
| Sereact | Apr 2026 | Physical AI robotic brain for warehouses and manufacturing, with Cortex 2.0 combining VLA models and world models across picking cells, humanoids, dual-arm stations, and perception systems. | Industrial Edge AI | Series B | $110M | Europe | Follow-on | Headline; Felix Capital; Creandum; Air Street Capital | Sereact |
| Rhoda AI | Mar 2026 | Robotic intelligence platform using video-predictive control and closed-loop Direct Video Action models for real-world industrial robots. | Industrial Edge AI | Series A | $450M | North America | First financing | Khosla Ventures; Temasek; Mayfield; John Doerr | Rhoda AI |
| Oxa | Mar 2026 | Autonomous driving software for industrial and commercial vehicles operating in ports, airports, factories, and other repetitive industrial mobility settings. | Vehicle Edge AI | Series D+ | $103M | Europe | Follow-on | NVentures | Oxa |
| Wayve | Feb 2026 | Embodied AI and autonomous-driving foundation model stack that runs in vehicles for robotaxi and supervised autonomy deployments. | Vehicle Edge AI | Series D+ | $1,200M | Europe | Follow-on | SoftBank; Microsoft; NVIDIA; Uber; Balderton Capital | Wayve |
| Axelera AI | Feb 2026 | Edge AI inference hardware for computer vision and generative AI workloads, built around an edge-first architecture. | Edge Vision Systems | Growth Equity | $250M | Europe | Follow-on | BlackRock; Samsung Catalyst Fund | Axelera AI |
| Mirai | Feb 2026 | On-device AI execution/runtime layer that makes local inference more efficient on smartphones, laptops, and other edge devices. | On Prem AI | Seed | $10M | Europe | First financing | Uncork Capital | TechCrunch |
| Gather AI | Feb 2026 | Physical AI platform for logistics using AI-powered vision on drones and material-handling equipment to digitize warehouse and factory operations in real time. | Industrial Edge AI | Series B | $40M | North America | Follow-on | Bain Capital Ventures | Business Wire |
| Helin | Jan 2026 | Industrial edge-intelligence platform that runs AI and analytics directly on remote industrial assets such as vessels, offshore platforms, and energy sites. | Industrial Edge AI | Growth Equity | $11.8M | Europe | Follow-on | None identified | Helin |
| Sensesemi Technologies | Jan 2026 | Integrated edge-AI SoCs combining AI inferencing, wireless connectivity, and sensor-node intelligence for IoT, automotive, robotics, and medical devices. | Industrial Edge AI | Seed | $2.75M | Asia-Pacific | First financing | None identified | Economic Times |
| Quadric | Jan 2026 | Programmable processor IP and toolchain for on-device AI chips, covering edge LLM, automotive, and enterprise vision inference. | Edge Vision Systems | Series C | $30M | North America | Follow-on | Uncork Capital | PR Newswire |
| Dexory | Q4 2025 | Industrial edge AI / warehouse robotics company. | Industrial Edge AI | Growth Equity | $100M | Europe | Follow-on | Not disclosed in provided text | New Market Pitch |
| BrainChip | Q4 2025 | Edge AI processor / neuromorphic AI company. | Edge Vision Systems | Unknown | $25M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Neurable | Q4 2025 | Edge vision / on-device AI company; detailed description not disclosed in provided text. | Edge Vision Systems | Series B | $35M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Neura Robotics | Q4 2025 | Industrial robotics / physical AI company. | Industrial Edge AI | Series D+ | $130M | Europe | Follow-on | Not disclosed in provided text | New Market Pitch |
| Mind Robotics | Q4 2025 | Industrial edge AI / robotics company. | Industrial Edge AI | Series B | $110M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Galbot | Q4 2025 | Industrial edge AI / robotics company. | Industrial Edge AI | Series B | $300M | Asia-Pacific | Follow-on | Not disclosed in provided text | New Market Pitch |
| Skild AI | Q4 2025 | Industrial edge AI / robotics foundation-model company. | Industrial Edge AI | Series B | $500M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| Apptronik | Q4 2025 | Industrial edge AI / humanoid robotics company. | Industrial Edge AI | Series C | $350M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| Aidoptation | Q4 2025 | Vehicle edge AI company; detailed description not disclosed in provided text. | Vehicle Edge AI | Series A | $21.8M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Iconic | Dec 2025 | On-device AI platform for voice-driven, offline-capable interactive gaming. | On Prem AI | Seed | $13M | Europe | First financing | Northzone; Google AI Futures Fund | EU-Startups |
| Turing Inc. | Nov 2025 | Self-driving technology startup developing autonomous-driving AI in Japan. | Vehicle Edge AI | Series A | $99M | Asia-Pacific | Follow-on | Denso | Bloomberg |
| Forgis | Nov 2025 | Edge software that makes industrial machines autonomous, collaborative, and intelligent. | Industrial Edge AI | Seed | $4.5M | Europe | First financing | redalpine | Startupticker |
| 375ai | Oct 2025 | Edge data and AI network for real-world intelligence across cities, enterprises, robotics, and transport. | Edge AI Cameras | Seed | $10M | North America | First financing | None identified | Business Wire |
| Energy Robotics | Oct 2025 | AI software platform for autonomous inspection robots and drones in critical infrastructure. | Industrial Edge AI | Series A | $13.5M | Europe | Follow-on | None identified | Energy Robotics |
| SiMa.ai | Q3 2025 | Edge AI inference platform / silicon company. | Edge Vision Systems | Series D+ | $85M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| MOTOR Ai | Q3 2025 | Vehicle autonomy company; detailed description not disclosed in provided text. | Vehicle Edge AI | Series A | $20M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| TARS | Q3 2025 | Industrial edge AI / physical AI company; detailed description not disclosed in provided text. | Industrial Edge AI | Series A | $122M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| FieldAI | Q3 2025 | Industrial physical AI / robotics company. | Industrial Edge AI | Series C | $405M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| EDGX | Q3 2025 | Edge vision systems company; detailed description not disclosed in provided text. | Edge Vision Systems | Seed | $2.5M | Unknown | First financing | Not disclosed in provided text | New Market Pitch |
| Plumerai | Q3 2025 | Edge AI camera / on-device vision AI company. | Edge AI Cameras | Series A | $8.7M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Figure AI | Q3 2025 | Humanoid robotics / physical AI company. | Industrial Edge AI | Growth Equity | $1,000M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| Rebellions | Q3 2025 | On-prem / edge AI semiconductor company. | On Prem AI | Series C | $250M | Asia-Pacific | Follow-on | Not disclosed in provided text | New Market Pitch |
| X Square Robot | Q3 2025 | Industrial edge AI / robotics company. | Industrial Edge AI | Series A | $100M | Asia-Pacific | Follow-on | Not disclosed in provided text | New Market Pitch |
| 36ZERO Vision | Sep 2025 | Edge AI quality inspection software for manufacturing with minimal annotation. | Industrial Edge AI | Seed | $3.9M | Europe | First financing | None identified | Tech.eu |
| Camera Intelligence | Sep 2025 | AI-powered camera platform with local AI functionality for professional content creation. | Edge AI Cameras | Seed | $2M | Europe | First financing | Betaworks | UCL |
| Nuro | Aug 2025 | Driverless delivery autonomy platform running real-time edge AI in vehicles. | Vehicle Edge AI | Series D+ | $203M | North America | Follow-on | NVIDIA; Uber; Baillie Gifford | TechCrunch |
| Netrasemi | Jul 2025 | Edge AI SoCs for IoT products, surveillance, industrial robotics, smart home and retail automation. | Edge AI Cameras | Series A | $12.9M | Asia-Pacific | Follow-on | None identified | Times of India |
| Armada | Jul 2025 | Edge AI infrastructure and modular edge compute / AI data center systems. | On Prem AI | Growth Equity | $131M | North America | Follow-on | Founders Fund; Lux Capital; M12; Felicis | PR Newswire |
| RealSense | Jul 2025 | 3D depth cameras and computer vision systems for robotics, biometrics, and machine perception. | Edge Vision Systems | Series A | $50M | North America | Follow-on / spin-out financing | Intel Capital; MediaTek | Tom's Hardware |
| Foundation EGI | Jul 2025 | Industrial AI / engineering general intelligence platform for engineering and manufacturing workflows. | Industrial Edge AI | Series A | $23M | North America | Follow-on | Translink Capital | PR Newswire |
| Blumind | Q2 2025 | Edge vision / AI inference company; detailed description not disclosed in provided text. | Edge Vision Systems | Series A | $14.1M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Nuro | Q2 2025 | Vehicle autonomy company running AI decisioning in vehicles. | Vehicle Edge AI | Unknown | $106M | North America | Follow-on | Not disclosed in provided text | New Market Pitch |
| IPercept | Q2 2025 | Industrial edge AI company; detailed description not disclosed in provided text. | Industrial Edge AI | Series A | $5.4M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| D-Robotics | Q2 2025 | Vehicle edge AI / autonomous-driving compute company; detailed description not disclosed in provided text. | Vehicle Edge AI | Unknown | $100M | Asia-Pacific | Follow-on | Not disclosed in provided text | New Market Pitch |
| ElastixAI | Q2 2025 | On-prem / local AI company; detailed description not disclosed in provided text. | On Prem AI | Series A | $16M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| TurbineOne | May 2025 | Real-time threat detection and decision-making AI at the tactical edge. | On Prem AI | Series B | $36M | North America | Follow-on | None verified | Business Wire |
| EdgeRunner AI | May 2025 | Air-gapped, on-device AI agents for defense and enterprise environments. | On Prem AI | Series A | $12M | North America | Follow-on | Madrona Ventures | Business Wire |
| Augury | Apr 2025 | Industrial AI using sensor data and machine-health intelligence for production equipment. | Industrial Edge AI | Growth Equity | $75M | North America | Follow-on | Insight Partners; Qualcomm Ventures | Augury |
| MemryX | Mar 2025 | Edge AI semiconductor accelerators for low-power inference. | Edge Vision Systems | Series B | $44M | North America | Follow-on | None identified | PR Newswire |
| Axelera AI | Mar 2025 | Edge AI inference hardware for computer vision and generative AI workloads. | Edge Vision Systems | Series B | $68M | Europe | Follow-on | Samsung Catalyst | Axelera AI |
| Shield AI | Mar 2025 | Autonomous aircraft and drone software that operates at the tactical edge. | Vehicle Edge AI | Series D+ | $240M | North America | Follow-on | L3Harris | Shield AI |
| ClustroAI | Feb 2025 | Platform for deploying AI models on local and edge devices. | On Prem AI | Series A | $12M | North America | Follow-on | None identified | The AI Insider |
| EnCharge AI | Feb 2025 | Analog in-memory AI accelerators for efficient client / edge inference. | On Prem AI | Series B | $100M | North America | Follow-on | Tiger Global | EnCharge AI |
| Aidoptation | Q1 2025 | Vehicle edge AI company; detailed description not disclosed in provided text. | Vehicle Edge AI | Seed | $5M | Unknown | First financing | Not disclosed in provided text | New Market Pitch |
| Positron AI | Q1 2025 | On-prem / local AI infrastructure company; detailed description not disclosed in provided text. | On Prem AI | Unknown | $23.5M | Unknown | Follow-on | Not disclosed in provided text | New Market Pitch |
| Sereact | Jan 2025 | AI robotic brain software for warehouse and industrial robots. | Industrial Edge AI | Series A | $27M | Europe | Follow-on | Creandum; Point Nine; Air Street Capital | Sereact |
| Coram AI | Jan 2025 | LLM-powered, hardware-agnostic video security platform using existing cameras. | Edge AI Cameras | Series A | $13.8M | North America | Follow-on | Battery Ventures; 8VC | Business Wire |
| Intelex Vision | Jan 2025 | AI-driven video analytics for real-time surveillance and threat monitoring. | Edge AI Cameras | Series A | $7M | Europe | Follow-on | None identified | Intelex Vision |
| Netrasemi | Dec 2024 | Edge AI semiconductor SoCs for IoT products, surveillance, smart sensors, machine vision, robotics, drones, and autonomous vehicles. | Industrial Edge AI | Unknown | $1.2M | Asia-Pacific | Follow-on | None identified | Moneycontrol |
| EdgeRunner AI | Jul 2024 | Generative AI models designed to run locally on devices or hardware without requiring internet access. | On Prem AI | Seed | $5.5M | North America | First financing | Madrona Ventures | Business Wire |
| Axelera AI | Jun 2024 | Edge AI hardware acceleration for generative AI and computer vision inference. | On Prem AI | Series B | $68M | Europe | Follow-on | Samsung Catalyst Fund; EIC Fund | Axelera AI |
| Nota AI | Jun 2024 | AI optimization and lightweighting platform for edge and on-device generative AI. | On Prem AI | Series C | $19.9M | Asia-Pacific | Follow-on | Korea Development Bank; Mirae Asset Securities | PR Newswire |
| Expedera | May 2024 | Edge inference AI semiconductor IP, especially NPU IP for ADAS, vehicles, consumer devices, and industrial automation. | On Prem AI | Series B | $20M | North America | Follow-on | indie Semiconductor | Expedera |
| DEEPX | May 2024 | On-device/edge AI semiconductor chips, modules, and systems. | On Prem AI | Series C | $80.5M | Asia-Pacific | Follow-on | SkyLake Equity Partners | PR Newswire |
| Blaize | Apr 2024 | Full-stack programmable AI processor architecture and low-code/no-code software for edge AI computing, automotive, computer vision, AI inference, and generative AI. | On Prem AI | Growth Equity | $106M | North America | Follow-on | Temasek; DENSO; Mercedes-Benz; Franklin Templeton | Business Wire |
| SiMa.ai | Apr 2024 | Software-centric embedded edge ML system-on-chip platform for computer vision, transformers, and multimodal generative AI at the edge. | On Prem AI | Growth Equity | $70M | North America | Follow-on | Maverick Capital; Point72; Dell Technologies Capital | SiMa.ai |
| Hailo | Apr 2024 | Edge AI processors and accelerators for on-device and edge generative/classical AI. | On Prem AI | Series C | $120M | Middle East | Follow-on | OurCrowd; Poalim Equity | Hailo |
| Recogni | Feb 2024 | AI inference compute systems for generative AI and intelligent autonomy. | Vehicle Edge AI | Series C | $102M | North America | Follow-on | Mayfield; BMW i Ventures | PR Newswire |
| Glass Imaging | Feb 2024 | AI imaging software for compact cameras; GlassAI uses edge AI chips in devices to improve camera image quality. | Edge AI Cameras | Seed | $9.3M | North America | Follow-on | GV | Gaebler |
INSIGHTS
The insights below come from reviewing disclosed equity rounds in the edge AI market across full-year 2024, full-year 2025, and the January through May 2026 year-to-date period.
- The edge AI market is best understood as a proof-weighted market, not a hype-weighted market. The largest financings cluster where local inference solves latency, safety, bandwidth, autonomy, privacy, or reliability constraints that cloud AI cannot solve as well.
- The capital curve is much steeper than the deal-count curve. From the January through May 2025 period to the same period in 2026, deals fell from 13 to 10 while capital rose from about $637M to about $2.2B. Investor conviction intensified even as disclosed activity narrowed.
- The 2025 full-year expansion was the true broadening event. The market moved from 11 deals in 2024 to 50 deals in 2025, showing that edge AI became a real financing category before the even larger 2026 platform rounds appeared.
- The early-2026 market should not be benchmarked by average round size alone. The average round was about $221M, but the median was about $72M, so the typical round was large while the headline average was still heavily inflated by Wayve.
- The strongest current edge AI companies are not selling “edge AI” as a feature. They are selling autonomy, robotic execution, industrial productivity, inference hardware, or local control, with edge AI embedded as the mechanism that makes the product work.
- The category rotation from On Prem AI in 2024 to Industrial Edge AI in 2025 to Vehicle Edge AI in early 2026 shows that investor attention follows the perceived control point. Capital moves toward the layer closest to monetizable real-world execution.
- Industrial Edge AI has the broadest current activity signal. In early 2026, it had half of all deals, even though Vehicle Edge AI had most of the dollars. That means industrial physical AI has wider deal formation while vehicle autonomy has larger check sizes.
- Vehicle Edge AI is a capital-intensity story, not a breadth story. Two deals generated about $1.3B in early 2026, so the category's strength comes from investor conviction in a few autonomy platforms rather than a large number of funded startups.
- Edge Vision Systems has become the credible infrastructure bridge between chips and applications. Quadric and Axelera show that investors still want reusable edge inference foundations, especially when the company can serve automotive, enterprise vision, and generative AI workloads.
- Standalone camera AI is losing relative power. Edge AI Cameras had six deals in 2025 but no qualifying deals in early 2026, which suggests investors prefer broader vision infrastructure or robotics platforms over camera-only value propositions.
- Telecom Edge AI remains more strategic narrative than venture-financing category. With no qualifying deals in 2024, one small deal in 2025, and no qualifying deals so far in 2026, the category has not produced a visible pure-play funding wave.
- First-financing share can be misleading in edge AI because one unusually large early-stage round can overwhelm the signal. Rhoda AI makes early-stage capital look strong in 2026, but the underlying seed market remains modest.
- Stage labels are less predictive than proof environment. A Series A robotics company with real-world control ambitions can raise more than a Series D software company if investors believe the company owns a scarce physical-AI bottleneck.
- The full-year 2025 increase in non-mega-round capital is important. Funding excluding rounds above $50M rose from about $56M in 2024 to about $472M in 2025, showing that the market broadened beneath the headline mega-rounds.
- The early-2026 concentration is extreme enough to make category-level conclusions fragile. Removing Wayve would cut total capital by more than half and would materially change the apparent dominance of Vehicle Edge AI.
- Europe's early-2026 lead is real but concentrated. The region's dominance depends heavily on Wayve, Axelera, Oxa, and Sereact, so the correct interpretation is European platform emergence, not uniform European market depth.
- North America remains the deepest all-around market despite losing share in early 2026. Its activity spans robotic intelligence, logistics physical AI, processor IP, edge infrastructure, and vehicle autonomy, making its signal broader than a single outlier.
- Strategic investors are a stronger credibility signal than generic venture participation. NVIDIA, Microsoft, Uber, Samsung Catalyst, DENSO, Intel Capital, Qualcomm Ventures, and industrial or automotive backers matter because they can validate deployment relevance, not just financial attractiveness.
- The market is capitalizing companies that own bottlenecks, not companies that merely touch edge devices. Processor IP, robotic control, autonomy stacks, and industrial intelligence attract bigger checks because they sit closer to unavoidable deployment constraints.
- The best screening rule for future edge AI deals is whether local inference is economically necessary. If cloud AI could deliver roughly the same value, the company is less likely to command a large edge AI premium.
This chart, featured in our edge AI market deck, shows how on-device AI assistant technology has evolved over time
OUR METHODOLOGY TO BUILD THIS TRACKER
We built this edge AI funding tracker by reviewing publicly disclosed equity rounds raised by pure-play edge AI companies between January 2024 and May 2026. A company counts as pure-play when more than 80% of its activity is dedicated to AI inference running on end devices, local gateways, industrial PCs, on-premise servers, vehicles, industrial assets, or telecom/MEC edge nodes.
We applied four filters to build the dataset. First, we only included equity rounds, so grants, debt, structured financings, acquisitions, SPAC transactions, and business combinations are excluded. Second, we only counted rounds of $300K or more. Third, we only kept pure-play edge AI companies, which means we excluded cloud-only analytics, hyperscale or centralized data-center workloads, model-training infrastructure, generic AI software, and companies where edge inference was not the core market scope. And fourth, every entry had to be confirmed by a direct company announcement, press release, tier-1 media report, specialized industry source, or relevant regional publication.
We excluded undisclosed-amount rounds because including them would distort dollar-based metrics such as total capital, average round size, median round size, category share, and concentration ratios. The resulting sample includes only disclosed-amount equity rounds that passed the pure-play rule, minimum-size threshold, and source-verification standard. Privately raised rounds, undisclosed financings, paywalled-only database entries, and non-indexed local filings may be missing, which is a known limitation of any public-source funding tracker.
Related blog posts
- What is the latest update in the Edge AI market?
- The latest news from the Edge AI market
- How large is the Edge AI market today?
- The most recent funding news in the Edge AI market
- The evolution of funding activity in the Edge AI market
- The startups that have raised the most funding in the Edge AI market
