Edge AI Funding: A Quarter-by-Quarter Analysis

All funding deals in the edge AI market over the last years

Below is the table listing all the deals. You can find our methodology at the end of this page.

If you want a deeper understanding of the market and its current dynamics, get our report covering the Edge AI Market.

Is Edge AI funding actually growing right now?

Yes — Edge AI funding is still broader today than it was in Q2 2025, even after the huge Q1 2026 spike washed out.

We counted five financings in Q2 2025, 10 in Q3, 14 in Q4, 29 in Q1 2026 and 14 in Q2. So the latest quarter looks weak beside Q1, yet it still has almost three times as many deals as the starting quarter.

Capital tells a messier story. Total funding climbed from $52.6 million in Q2 2025 to at least $21.5 billion in Q1 2026, largely because a handful of giant rounds entered the market. When we remove every financing above $50 million, capital instead moves from $52.6 million to $119.6 million, $196.7 million and $232.6 million across the first four quarters, before easing to $172.2 million in Q2 2026.

That slower series gives a better sense of what happened. Edge AI financing genuinely widened through late 2025 and early 2026. The market cooled in Q2, although activity remains well above where our five-quarter period began.

Was Q1 2026 basically a Waymo quarter for Edge AI funding?

Waymo made Q1 2026 look enormous, yet Edge AI funding was genuinely stronger beyond that one deal too.

Waymo raised $16 billion and accounted for 74.4% of the quarter's known capital. Thirteen rounds exceeded $50 million, taking almost all of the dollars raised. A headline total above $21 billion therefore says very little about the normal Edge AI company.

The rest of Q1 was still unusually active. The median financing reached $42.5 million, up from $13.65 million in Q4, and 29 financings were announced. Skild AI raised $1.4 billion, Wayve $1.2 billion, Waabi $750 million, Apptronik $520 million and Bedrock Robotics $270 million. These are large rounds even before Waymo enters the calculation.

The quarter was much more than a statistical accident. Waymo turned a strong funding quarter into an absurdly large one.

Company	Edge AI category	Round	Amount
Waymo	Vehicle Edge AI	Growth Equity	$16.0B
Skild AI	Industrial Edge AI	Series C	$1.4B
Wayve	Vehicle Edge AI	Series D	$1.2B
Waabi	Vehicle Edge AI	Series C	$750M
Apptronik	Industrial Edge AI	Series A extension	$520M
Bedrock Robotics	Industrial Edge AI	Series B	$270M
Axelera AI	On-Prem AI	Series C	>$250M

What actually changed in Edge AI funding in Q3 2025?

Q3 2025 was when Edge AI funding first became noticeably broader: twice as many companies raised money even though the typical check got smaller.

Deals doubled from five to 10 and capital rose from $52.6 million to $255.6 million. At the same time, the median financing fell from $12 million to $9.25 million. Investors were funding more companies, while several larger transactions stretched the top end of the market.

SiMa.ai raised $85 million to expand its Physical AI platform, BrightAI raised $51 million and RealSense closed a $50 million Series A after spinning out of Intel. Smaller deals included Overwatch Imaging at $6 million and 36ZERO Vision at roughly $4.2 million.

RealSense is a useful example of the mix we started seeing. Intel confirmed that the business became independent with a $50 million Series A involving Intel Capital and MediaTek Innovation Fund. Edge AI was attracting fresh startups alongside technologies that had already spent years inside larger organizations.

Q3 was the first clear expansion in deal activity. The really big scale-up checks came later.

Did Edge AI funding really improve in Q4 2025, or was Shenzhen Zhuoyu doing all the work?

Q4 2025 was genuinely better for Edge AI funding even after stripping out Shenzhen Zhuoyu's >$507 million round.

Deals increased from 10 to 14, while the median round rose from $9.25 million to $13.65 million. Capital below the $50 million mark also reached $196.7 million, up 64% from Q3. Those figures point to a stronger normal financing environment before the biggest transaction is counted.

Several companies contributed. Olares raised $45 million, Gravis Robotics $23 million, Cerrion $18 million and Sunflower Labs $16 million. Sunflower Labs also said it had doubled its customer base and increased autonomous patrol volumes tenfold over the previous year while obtaining nationwide FAA approval for beyond-visual-line-of-sight operations.

Shenzhen Zhuoyu still dominates the headline. Its round represents at least two-thirds of Q4 capital. But Q4 had already improved underneath it, which is why the jump into Q1 cannot be explained as one giant financing simply replacing another.

Why did Physical AI funding suddenly explode in Q1 2026?

Physical AI funding exploded in Q1 2026 because several robotics and autonomous-driving companies reached expensive commercial expansion phases at roughly the same time.

Waymo is the clearest example. When it announced its $16 billion financing, the company said annual ride volume had more than tripled during 2025 to 15 million rides and that it was preparing expansion into more than 20 additional cities. The money was arriving alongside a much bigger operating footprint.

Wayve was following a similar path. Its actual Series D was $1.2 billion; the company described $1.5 billion of broader capital secured once additional milestone-based Uber investment was included. Wayve linked the financing directly to global commercial deployment, including robotaxi trials and production vehicles.

The robotics side looked much the same. Skild AI raised $1.4 billion for its general-purpose robot intelligence platform. Apptronik added a $520 million extension to its Series A to scale Apollo humanoid production and deployment. Bedrock Robotics raised $270 million as it worked toward operator-less heavy-equipment deployment.

NVIDIA's industry activity around the same period helps explain why so many investors were willing to fund this stage. The company was publicly working with ABB Robotics, FANUC, KUKA, Skild AI, Universal Robots and other groups on production-scale Physical AI, while releasing new simulation, robot-learning and edge-deployment tools.

Several companies were moving from impressive technology into expensive real-world deployment at the same time. That burns a lot more capital than proving a model in a lab.

Did Edge AI investors suddenly give up on early-stage startups?

No — the Q1 2026 move toward later-stage Edge AI financing disappeared almost immediately in Q2.

Only 44.8% of Q1 deals were early-stage, while later-stage rounds reached 51.7%. Three months later, early stage represented 85.7% of financings. Q2 contained eight Seed rounds and four Series A rounds among 14 deals.

Round sizes followed the same swing. Q1 had 13 financings above $50 million; Q2 had none. The median fell from $42.5 million to $11.75 million.

The shift happened too quickly to describe Edge AI as a market that has permanently matured toward late-stage financing. Q1 was a concentrated period when established winners needed large amounts of expansion capital. Q2 brought the market back toward much younger companies.

Funding-mix metric	Q1 2026	Q2 2026
Early-stage share	44.8%	85.7%
Later-stage share	51.7%	14.3%
First-financing share	10.3%	50.0%
Follow-on share	89.7%	50.0%
Median financing	$42.5M	$11.75M
Deals above $50M	13	0
Seed + Series A deals	10	12

Are new Edge AI startups getting funded again now?

Yes — new Edge AI startups are getting funded again, and Q2 2026 had the highest first-financing share in our five-quarter research window.

Seven of 14 Q2 financings were the company's first identified institutional funding round, compared with only three of 29 in Q1. The latest quarter therefore looks much more open to new entrants.

Those newcomers are raising modest amounts. Their median financing was roughly $2.36 million. Sapient Perception raised around that amount, Locai raised $1.35 million, PerPlant about $1.16 million and Tryll $600,000. Higher up the range, Shyld AI raised $13.4 million and Hellbender $12.5 million.

Hellbender is a good example of what Q2 looks like these days. The company is moving from custom engineering toward commercial edge-AI camera platforms, with the new capital going into manufacturing, products and market expansion. This is much closer to a classic startup-building round than Q1's billion-dollar autonomy financings.

For now, Q2 tells us that the pipeline is refilling. Whether those companies can later attract much larger Series B and C rounds is still open.

Is Edge Vision Systems the hottest Edge AI segment right now?

Edge Vision Systems has the clearest near-term funding momentum right now, with several meaningful rounds appearing at once rather than one company carrying the category.

The category moved from two deals and roughly $8.9 million in Q1 to seven deals and $90.6 million in Q2. It generated half of all Q2 financings and slightly more than half of the quarter's capital.

Maneva raised $27 million to expand computer vision and Video-to-Action AI in manufacturing. Almetra raised $19 million, Slamcore $14 million, Shyld AI $13.4 million and Ubotica $11 million. Slamcore said its technology was already operating across more than 30 facilities, while Maneva tied its round to turning existing factory-camera feeds into operational decisions.

The interesting part is the distribution. We have several independent companies raising $10 million to $30 million rather than a category total being inflated by a $500 million deal. That gives the Q2 move more substance.

It is still early. One strong quarter gives Edge Vision Systems momentum; another strong quarter would start to make it look durable.

Edge AI category	Q1 2026 deals	Q1 capital	Q2 2026 deals	Q2 capital
Industrial Edge AI	16	≈$3.20B	1	$13.0M
Vehicle Edge AI	3	$17.95B	0	$0
On-Prem AI	5	≈$296.4M	4	≈$55.0M
Edge Vision Systems	2	≈$8.9M	7	≈$90.6M
Edge AI Cameras	1	≈$1.7M	2	≈$13.7M
Telecom Edge AI	2	≈$47.5M	0	$0
All categories	29	≥$21.50B	14	$172.2M

Did Industrial Edge AI funding already run out of steam?

Industrial Edge AI funding cooled hard in Q2 2026, but fresh activity after the quarter suggests the Q1 boom did not simply disappear.

Industrial Edge AI went from 16 Q1 financings to one in Q2. The first quarter included Skild AI, Apptronik, Bedrock Robotics, LimX Dynamics, AI² Robotics, Galaxea AI, X Square Robot, Mytra and RobCo. Q2 then produced only HRDWYR's $13 million Series A in our defined period.

A subsequent LimX Dynamics financing is useful context. Shortly after our June 30 cutoff, the company announced a new pre-IPO round of nearly $200 million and said it had raised around $400 million within six months. LimX also said it was moving toward thousands of autonomous humanoid deployments and that more than half of orders across its product lines were coming from international customers.

That later round is deliberately excluded from our Q2 statistics, but it changes how we read the slowdown. Industrial Edge AI had an exceptionally quiet Q2 inside our dataset; current activity makes a lasting collapse much harder to argue.

Which Edge AI categories look genuinely durable now?

On-Prem AI looks steadier than the flashier Physical AI categories, while Vehicle Edge AI remains commercially active despite very uneven fundraising.

On-Prem AI appeared in four of our five quarters and represented four of 14 Q2 deals. Mobilint's $46.4 million financing gave the category a substantial round without pushing it into the hundreds of millions. Earlier, Axelera AI secured more than $250 million for its Series C, showing that this part of the market can support both smaller entrants and larger chip companies.

Vehicle Edge AI behaves differently. A few huge financings can make it dominate an entire quarter, and then the category can disappear from the next quarter's funding table. That happened after Waymo, Wayve and Waabi raised enormous amounts in Q1.

Commercial activity has kept moving since then. As of today, Waymo says it is completing more than half a million paid trips per week, has passed 20 million fully autonomous rides and is preparing commercial expansion beyond the United States, including Europe and Asia. The absence of a new Q2 financing round therefore tells us much more about financing timing than about customer deployment disappearing.

Edge Vision Systems currently has the best combination of deal breadth and moderate-sized checks. On-Prem AI has been the steadier presence across quarters. Vehicle and Industrial Edge AI can attract far more capital when major companies come to market, although their quarterly totals are much harder to extrapolate.

Are corporate investors taking over Edge AI funding?

Corporate investors were unusually important during Q1's Physical AI wave; today, their presence is back near the levels we saw before that surge.

We found verifiable strategic investors in 66% of Q1 financings, up from 43% in Q4. The share then fell to 21% in Q2.

The timing fits the deals. Skild AI brought in NVIDIA's NVentures, LG and Schneider Electric. Apptronik's financing included Google, Mercedes-Benz, John Deere and AT&T Ventures. Wayve had NVIDIA, Uber, Mercedes-Benz, Nissan and Stellantis around its Series D. LimX Dynamics' Series B included investors connected to JD, SAIC Motor and NIO.

These companies need more than cash. Robotics, autonomous vehicles and edge chips depend on manufacturing, semiconductors, distribution channels, industrial customers and deployment partners. A strategic investor can sit directly inside that ecosystem.

The sharp Q2 decline keeps us from calling this a permanent shift. Corporate capital currently looks most aggressive when Edge AI companies reach the expensive transition from technology development to industrial deployment.

Are Edge AI investors spreading out, or all backing the same few companies?

Edge AI investors are spreading out across many rounds even while the largest checks keep clustering around a small number of winners.

We identified 47 distinct lead investors in Q1, compared with 12 in Q4 and 17 in Q2. No quarter shows one lead firm repeatedly controlling deal flow across several financings.

Across the whole period, only a few names such as Khosla Ventures, Sequoia Capital and FORWARD.one reappear across multiple quarters. The investor base therefore looks fairly fluid.

Company-level concentration went the other way during Q1. The three biggest deals absorbed 86.5% of the quarter's capital. By Q2, the top three represented 53.7%.

As we saw above, the giant Q1 rounds can easily make the market look narrower than the investor behavior actually was. Many investors were entering Edge AI; a handful of companies simply received enormous checks.

Investor and concentration metric	Q1 2026	Q2 2026
Deals	29	14
Known lead coverage	89.7%	92.9%
Distinct lead investors	47	17
Largest deal share	74.4%	27.0%
Top-three capital share	86.5%	53.7%
Top-five capital share	92.4%	69.6%
Deals with strategic investors	65.5%	21.4%

Is Edge AI funding moving from North America to Asia or Europe?

No clear regional shift is happening in Edge AI funding; the apparent leader changes whenever a megadeal lands in a different geography.

North America took about 85% of funding in Q2 2025 and 92% in Q3. Asia-Pacific then jumped to roughly 83% in Q4 as Shenzhen Zhuoyu raised more than $507 million.

North America swung back to around 89% in Q1 2026 when Waymo raised $16 billion. North American companies represented only about 41% of the quarter's deals, which shows how badly the capital split can distort the picture.

Q2 gives us a cleaner comparison because no financing exceeded $50 million. Asia-Pacific received roughly 34.5% of funding, Europe 34.4% and North America 31.1%.

For now, Edge AI looks geographically distributed. Quarterly capital leadership mostly tells us where the latest huge financing happened.

Are funded Edge AI companies getting younger?

Yes, Edge AI funding moved toward younger companies through 2025, and the age mix has stayed younger since.

Median company age at financing fell from six years in Q2 2025 to 4.5 years in Q3 and three years in Q4. It then settled at four years in both Q1 and Q2 2026.

That younger profile survived even when Q1 shifted toward large later-stage rounds. Skild AI was founded in 2023, while Bedrock Robotics and several embodied-AI companies attracting major checks were also relatively young businesses.

This helps explain one unusual feature of Physical AI. A company can be young in calendar years and still need a large round quickly. Building robots, chips, autonomous fleets and manufacturing capacity burns far more capital than building a typical software product.

The age data shows a market replenishing itself with newer companies rather than one increasingly dominated by ten- or fifteen-year-old incumbents.

What is the real Edge AI funding bottleneck now?

The Edge AI market can create new funded startups today; the harder test is getting enough of them from Seed and Series A into meaningful $20 million to $100 million follow-ons.

Q2 produced plenty of early-stage activity, yet no round crossed $50 million. First financings were common, although their median size was only about $2.36 million.

There are already a few companies moving above that level. Maneva raised $27 million, Almetra $19 million, Slamcore $14 million and Shyld AI $13.4 million. Hellbender's $12.5 million round is tied to a commercial camera launch and domestic manufacturing rather than pure research.

What we do not have yet is a large group of these newer Edge AI companies graduating into Series B and Series C rounds every quarter.

That is the transition worth watching now. Another $1 billion robotics financing will make headlines; a sustained stream of $20 million, $40 million and $80 million follow-ons would tell us much more about whether the wider Edge AI startup base is maturing.

What is Edge AI funding actually telling us now?

Edge AI funding is healthier than the Q1-to-Q2 headline collapse suggests. The number of financings at the end of our period remains far above the Q2 2025 starting point, and normal-sized funding expanded substantially through late 2025 before cooling.

Q1 2026 was a genuine boom, although its scale was exceptional. Autonomous driving and robotics companies simultaneously reached capital-heavy deployment phases, producing several rounds that would distort almost any quarterly comparison. Treating $21.5 billion as the new quarterly run rate would give a completely wrong picture of the market.

The latest completed quarter looks younger again. Early-stage companies and first financings returned quickly, giving us more evidence of startup formation than of a market freezing after the megadeal boom.

Category leadership is still moving fast. Edge Vision Systems currently has the strongest breadth, On-Prem AI has been relatively consistent, and the huge Vehicle and Industrial Edge AI rounds arrive in waves. Recent developments at LimX Dynamics and Waymo also show why a quiet funding quarter should not automatically be read as weak commercial momentum.

Investor participation looks broader than the capital totals imply. Many different firms are leading rounds, while the largest dollar amounts concentrate around a few scale-up companies. Strategic investors become especially visible when hardware, manufacturing and deployment enter the equation.

The biggest question from here is whether the new early-stage companies can move up the funding ladder. If the next few quarters produce more sizable follow-ons without needing a Waymo-sized transaction to lift the total, we would have much stronger evidence that Edge AI funding has entered a durable expansion phase.