Houston's busiest Chick-fil-A flies solo with new driverless delivery

Chick-fil-A has partnered with Faction, a California-based company that develops autonomous fleets. Photo courtesy of Faction

This article was written by CultureMap Columnist Ken Hoffman and originally appeared on CultureMap's Hoffman's Houston editorial series.

Next time you order “curbside delivery” from the Chick-fil-A on Kirby Drive and the Southwest Freeway, one of the top performing Chick-fil-A’s in the country, don’t be surprised if your Spicy Chicken Sandwich and waffle fries are delivered by a driverless three-wheeled electric vehicle that looks like a cross between a Big Wheels kiddie car and the Mars Rover.

It’s a first in Houston. Chick-fil-A has partnered with Faction, a California-based company that develops autonomous (driverless) fleets. Earlier this week I met with Ain McKendrick, the founder and CEO of Faction, who explained how Chick-fil-A’s futuristic curbside delivery system works.

The key word is curbside. Unlike popular food deliverers like DoorDash and UberEats, Faction’s robotic vehicles don’t involve a human driver who will bring the food to your door, with the expectation of receiving a tip.

When a Faction vehicle delivers your food, you will get a text that the vehicle has arrived, and you’ll walk to the curb and pick up your food from the car that’s parked in front of your house. Throw some clothes on, please. The neighbors may see you.

When you order from the Kirby/Southwest Chick-fil-A on the Chick-fil-A app, and click on delivery, you’ll be given a choice of how you want your food brought to your house. You can still request DoorDash or another service. If you choose “curbside delivery,” watch for a Faction vehicle pulling up in front of your house. You’ll pop open the storage door, open the separate boxes that keep your sandwiches and fries toasty and your soft drinks cold, and run back into your house to dig in.

Right now, the Kirby/Southwest Freeway Chick-fil-A is using two Faction vehicles to supplement the regular delivery cars during crush time. Faction promises (they couch the claim by saying “estimates”) you’ll get your food within 30 minutes. Currently human “supervisors” are doing ride-alongs while the vehicles are mapping out the restaurant’s four-mile delivery area. Faction follows its vehicles’ progress on a video board at home base making sure each delivery goes right.

The electric vehicles are licensed and insured and can do 75 miles-per-hour on highways. But because of Houston’s notorious traffic, Faction has programmed the vehicles to stay on surface streets and below the speed limit. That’s how I get around, too. I got tired of that inexplicable traffic jam on the Southwest Freeway when it bends toward downtown.

McKendrick said the driverless vehicles will have memorized Houston streets well enough by August to operate without human supervisors.

Will customers be OK with their Chick-fil-A food delivered by driverless vehicles? So far it’s not a problem. In fact, McKendrick said some customers wait outside with their phone cameras ready so they can share photos of the delivery. Sharing their waffle fries is a different story.

I’m a skeptic when it comes to electric and driverless vehicles. I asked McKendrick …

What happens if a dog runs in front of a Faction vehicle? He said it will automatically stop for the pooch.

What if there’s a children’s birthday party on my block and there’s no parking space in front of my house? He said the vehicle will pull to the side and flash warning lights until the customer picks up their food.

So what’s in it for Chick-fil-A to partner with Faction? Kirby/Southwest Freeway Chick-fil-A owner Jesse Chaluh said it’s a more efficient way of offering delivery service to his customers. He thinks that his restaurant eventually will require five or more Faction vehicles to handle the demand.

While each vehicle currently delivers one order to one customer per run, eventually the technology will improve where each vehicle will be able to make several deliveries with each foray onto the streets of Houston.

ChewTyme has launched in Houston and Atlanta to approach the fast-growing food delivery industry in a new way. Photo via Getty Images

Houston entrepreneur launches platform for on-demand ordering with biz support for restaurateurs

it's chewtyme

While Ashley Loveless Cunningham has advised clients how to fix bad credit and build a healthy financial life for years, a look at her family’s own spending on food delivery came as a wake-up call.

Like a lot of busy households, they loved to order food through delivery apps, so much so that Cunningham realized it was time for a change. With the delivery charge and other fees that apps like DoorDash and GrubHub tack on, a food order can easily double in price. A $15 bowl from Chipotle that her son liked to order cost almost $40 by the time it got to the house — and that doesn’t even include a tip for the delivery driver.

“I thought, wait a minute. This is ridiculous,” she says.

She says she brainstormed, and began to look into ways to offer an alternative, not only for consumers, but for minority-owned restaurants that were struggling to keep their doors open.

So, Cunningham, whose business ventures include her financial literacy business New Credit Inc. and a perfume line, created her own app, ChewTyme.

The app launched in Houston and Atlanta last Friday, and has drawn over 3,000 consumer downloads, which Cunningham says is a “pretty good” start.

Cunningham, 40, a native of Mobile, Alabama, says she moved to Houston with her family ten months ago, drawn by the opportunity to grow their various businesses. And, the city’s vibrant food scene offered another avenue.

“Everybody moves here to open a restaurant,” she says of Houston.

Extra support on the side

Through restaurant owner clients of her credit counseling business, she learned that many were struggling to remain open. A lot of the business owners aren’t aware of the many options available to them, in business lines of credit, assuming their own personal financial credit is in good shape.

That’s where the business education side of the app comes in, where restaurateurs will gain access to “Business University,” financial guidance for their journey in the industry.

“I tell people, it’s not only about cash funding. There are other resources out there, things we need to thrive in the business space,” she says, adding that this includes mentorship and publicity services.

Many restaurant owners told her they partner with at least two or three food delivery apps already. But she thinks ChewTyme will stand out.

“A lot of people I’ve talked to, they just don’t know where to start,” she says. Her partnership with the restaurants would solve that issue, helping restaurateurs create a “full, state-of-the-art profile” that guides them every step of the way.

While she's yet to onboard her inaugural Houston restaurants, the app has begun to draw interest, Ashley says, especially from entrepreneurs who need a cheaper way to scale their business growth.

Cunningham says ChewTyme offers a competitive alternative to many third-party apps, which she says charge anywhere from a 20-22 percent commission on a restaurant’s delivery orders. The app will charge a 17 percent commission, with no monthly fee, and a flat $4.95 delivery rate to consumers, whom she plans to attract with discounts and promotions.

She hopes to initially sign up 25 restaurants in Houston and the same number in Atlanta, during the beta run of the app. As they work out the kinks, she feels confident in expansion.

Her biggest challenge moving forward is hiring quality drivers, she says.

“That really scares me. People who want to work, who have integrity. I’ve heard horror stories because people literally pick up their food and don’t deliver it,” she says.

ChewTyme is working with contracting partners who are conducting screening and background checks for potential drivers, and onboarding restaurant owners with follow-up. Interested restaurateurs or drivers can request more information on ChewTyme's website.

Tapping into a high-growth market

Third-party food delivery exploded in popularity during the pandemic, and a 2021 McKinsey report found that food delivery more than tripled since 2017. Post-pandemic, the on-demand services industry growth hasn't waned.

The Texas Restaurant Association fought for a law passed in 2021 to prevent third-party apps from adding restaurants to a delivery platform without a financial agreement or partnership, according to Christine Robbins, executive director of the association. But now that relationship seems to have settled into a profitable venture on both sides.

Taj Walker, of H-Town Restaurant Group, which owns Hugo’s, Xochi, and six other local restaurants, says the apps don’t typically charge a fee unless the restaurant takes part in an app’s ad promotion of their restaurant.

An app’s commission can range from 10 to 25 percent, he says, which their restaurants compensate for by charging 10 percent more on app orders than in-house food. The apps have become an important revenue stream for some H-Town’s more casual eateries, especially Urbe and Prego, which are popular among younger clientele, Walker says.

While Cunningham’s main goal is to uplift minority entrepreneurs and communities, the app will be available to any restaurateur who wants it.

Coming soon — autonomous food delivery on Uber Eats. Photo courtesy of Nuro and Uber

Tech company inks 10-year deal with Uber to provide self-driving delivery service in Houston

automatic autos

Houstonians will soon be able to get completely autonomous delivery of their dinners, groceries, and more thanks to a new 10-year partnership.

Uber Technologies, Inc. and Nuro have cut a deal that will provide autonomous, electric vehicles for food deliveries in Houston and Mountain View, California, beginning his fall, according to a news release. A Bay Area expansion will follow, but Houston's no stranger to Nuro-powered deliveries. California-based Nuro has launched five delivery pilot programs in Houston since 2019 with partners Kroger, Walmart, CVS, Domino's, and FedEx.

With this new partnership, users will have access to meals, groceries, and other goods available on the Uber Eats platform — as well as the opportunity to support local businesses.

“Nuro and Uber share a vision in which technology can make everyday life just a little bit easier,” says Noah Zych, global head of autonomous mobility and delivery at Uber, in the release. “Nuro’s distinctive autonomous vehicles are a great match for the Uber platform, and this partnership will bring a compelling combination of innovation alongside the convenience, affordability and reliability our customers and merchants have come to expect.”

Nuro, which recently closed a $600 million series D round just under a year ago, is reportedly the first company to operate fully autonomous vehicles in three states —Arizona, California, and Texas.

“Our partnership with Uber underscores Nuro’s track record of partnering with the world’s leading brands to make autonomous delivery a seamless experience,” says Cosimo Leipold, head of partnerships at Nuro, in the release. “With our unique autonomous delivery vehicles and Uber’s phenomenal scale and reach, we can expand food delivery options from your favorite local mom-and-pop restaurants all the way to nationwide chains.”

The company tapped Houston as its first full-scale operational city. Nuro previously told InnovationMap that was because the city offered a wide range of variation in the infrastructure across Houston's neighborhoods.

"Houston is our first full-scale operations city," Sola Lawal, product operations manager in Houston, told InnovationMap in January 2020. "All eyes at Nuro are focused on Houston."

Autonomous Uber Eats coming soon — thanks to Nuro. Photo courtesy of Nuro and Uber

Coco bites into Houston. Photo courtesy of Coco

California company rolls into Houston with robot food delivery in 15 minutes

the future is now

Heads up, Houston: the robots are coming.

Coco, the Los Angeles-based business that offers a remotely piloted delivery service, has hit the streets of Houston with its food-delivery bots as part of its expansion to targeted markets. Fueled by a recent funding round that garnered the company $56 million, Coco has already launched in Austin; its expansion plans also include rolling out bots in the Dallas and Miami markets soon.

Here in Houston, locals can look forward to delivery at restaurants including Brookstreet BBQ, Rustika Cafe, Ruggles Black, and Trendy Dumpling, according to the company.

Here’s how it works: Customers place a restaurant order like usual, then a Coco bot — operated by a “trained pilot” — drives to the restaurant to pick it up. The restaurant staff loads the bot as soon as the food is ready, and Coco arrives at the customer’s door within 15 minutes. Each bot is locked until it reaches the customer, so no one can tamper with your pizza or egg rolls.

The company claims that compared with traditional food-delivery methods, its bots decrease the time it takes food to reach the customer by 30 percent, and that the service has an on-time delivery rate of 97 percent.

Of course, Coco bots won’t be zipping up I-10 for a long-haul delivery; they’re meant to work at shorter distances and on mostly pedestrian paths. As the company’s website notes, “A surprisingly large portion of deliveries are done within less than 2 miles. We believe there is no reason to have a 3,000-pound car deliver a burrito over short distances.”

Coco claims to have transformed the food- and beverage-delivery landscape in its home market of LA, where, as of 2021, the company says it was successfully operating across all major Los Angeles neighborhoods.

It’s Coco’s trained pilots and commitment to “perfecting the last-mile delivery experience” that helps set it apart from competitors, according to the company and its partners.

Since the brand’s official launch in 2020, Coco claims to have experienced “unprecedented success” and has quickly overtaken brands that have been testing similar concepts for years. The company notes in press materials that Houston stood out to the brand as the perfect location to continue its rapid growth. “Coco ensures that the customer is at the forefront of their innovations and is excited to support the Houston community by partnering with local restaurants and businesses to provide a more reliable, and consumer-forward option for delivery,” Coco adds in a release.

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This article originally ran on CultureMap.

OrangeCrate provides a locally-owned option for delivery. Courtesy of OrangeCrate

New locally owned food delivery app rolls into Houston area

orange you glad?

A new delivery app aims to give diners a locally owned alternative to the big national names. Meet OrangeCrate, an app that does things a little differently.

Unlike the national brands, each OrangeCrate affiliate is locally owned and has a specific geographic territory. Franchisee Cody Lee has brought the company to two areas of Houston, Fort Bend County and the greater Memorial area. Lee launched in Fort Bend on June 1 and will bring Memorial online August 24.

"We're just like UberEats or DoorDash, but we're locally owned and locally operated, so I have a lot of control and flexibility versus some of the bigger name brands," Lee tells CultureMap.

That flexibility starts with the cost restaurants pay to use OrangeCrate. While national operators might charge as much as 30 percent to deliver a meal, Lee says OrangeCrate's fees are typically half that, usually between 10 and 15 percent.

Customer fees start at $2.99 and go up depending on how far away from the restaurant they live. Most orders also have a $10 minimum.

In terms of control, Lee trains each driver personally and monitors them when they're working. Unlike other services, drivers may only make one delivery at once, and they're only allowed to make OrangeCrate deliveries while they're on the company's schedule.

"I can chat with them and understand if there's an issue and minimize the impact to the customer," Lee says. "There's a lot of control where I can maintain a lot of variables to ensure the customer experience."

From a user's perspective, the experience will feel familiar. Order and pay via OrangeCrate's website and app. A driver — wearing masks and gloves, of course — will arrive with a bright orange bag containing the food order.

Lee says that so far his biggest challenge has been building awareness of the brand and convincing restaurateurs that he's a viable alternative to the more familiar names. From his perspective, restaurants that promote his company can save money on delivery fees and expand their reach, which is particularly important at a time when some people don't feel comfortable eating in restaurants.

"Most people know the bigger guys," Lee says. "It's important to hear Orange Crate, and that we're a local option; we're also a cheaper option. They get the same or better service for their customers."

In Fort Bend County, Lee has started with a roster of mostly national and regional chains like Chili's, 5 Guys, and Chuy's, but he says he's trying to add as many local restaurants as possible. In the Memorial area, he hopes to launch with between 50 and 60 establishments.

"My focus is on local restaurants and earning their business," Lee says. "I will only be adding local restaurants as we go forward."

So far, Lee has seen enough growth that he's optimistic about the service's future. He's got his eyes on Galveston and The Woodlands as potential market for expansive, with Inner Loop neighborhoods in his long term plans.

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This article originally ran on CultureMap.

Native Houstonian Sola Lawal is looking into how AI and robotics can help increase access to fresh foods in local food deserts. Photo courtesy of Nuro

Autonomous vehicle delivery service is driving access to food in Houston’s vulnerable communities

Houston Innovators Podcast Episode 42

When Silicon Valley-based artificial intelligence and robotics company Nuro was looking for a city to roll out its autonomous vehicle delivery technology, Houston checked off all the boxes.

From being located in a state open to rolling out new AV regulations to Houston's diversity — both in its inhabitants to its roadways, the Bayou City stood out to Nuro, says Sola Lawal, product operations manager at Nuro.

"As a company, we tried to find a city that would allow us to test a number of different things to figure out what really works and who it works for," Lawal says on this week's episode of the Houston Innovators Podcast. "It's hard to find cities that are better than Houston at enabling that level of testing."

Since rolling out its first pilot program with Kroger in March 2019, launched three more across six of Houston's ZIP codes from Bellaire to the Heights, including pizza delivery from Domino's that was announced in June 2019, grocery delivery from Walmart that was revealed in December 2019, and pharmacy delivery that launched this summer.

Lately, Nuro's presence in Houston has expanded from these business development partnerships, and the tech company has started focusing on providing a service to the community.

"At the beginning of the pandemic, we started looking for ways we could contribute and help with the things we have — which includes a fleet of vehicles and product tools that allow that fleet to move around and do delivery."

This got Nuro in touch with the Houston Food Bank, and a partnership formed between the tech company and the nonprofit that has resulted in food deliveries across the city — including Third Ward and Acres Homes.

"That for us was eye opening as we went into those locations we started to understand and see that there really isn't any other grocery store that's in those areas," Lawal says. "It was a moment of reflection for us where we said, 'Hey, the AV works here. These are streets that are acceptable. What can we do?'"

In the future, Nuro, as Lawal explains, is moving forward these initiatives to use its AV technology to help increase access to fresh foods in Houston, as well as continuing developing the city as a leader in self-driving innovation.

"I think that autonomous vehicles are going to become an industry in the same way your standard vehicles are," Lawal says."One really strong way the Houston ecosystem and Nuro can partner is essentially building out the ancillary."

Lawal shares more about the future of AVs in Houston and the impact Nuro will continue to have on the city. Listen to the full interview below — or wherever you get your podcasts — and subscribe for weekly episodes.


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Get your tickets to the 2025 Houston Innovation Awards today

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We're just one week away from the 2025 Houston Innovation Awards, and it's time to secure your seat for the annual event.

Join us on Nov. 13 at Greentown Labs for an intimate evening of networking and celebrating Houston's extensive innovation community. We'll honor the trailblazers and visionaries who are shaping the future of our city, and you'll connect with like-minded individuals, industry leaders, investors, and entrepreneurs.

From burgeoning startups to fast-growing scaleups, we'll celebrate outstanding nominees across 10 prestigious categories and unveil this year's winners during our live awards ceremony. Be in the room to see who is named 2025 Startup of the Year, 2025 Mentor of the Year, and more.

Individual tickets are available for $45 and include complimentary light bites, drinks, and non-reserved seating. A limited number of Founder Tickets are available for startup founders at a special discounted price of $35.

Bringing a group? Corporate 10-packs include light bites and drinks, as well as a full row of reserved seating for 10 guests, complete with company branding.

The event is just a week away, so secure your seats today. Then, get to know the finalists in each category via our editorial spotlights.

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The Houston Innovation Awards program is sponsored by Houston Community College, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.

Houston Innovation Awards to honor Wade Pinder as 2025 Trailblazer

And the award goes to...

On Nov. 13, we'll gather for the 2025 Houston Innovation Awards to celebrate the best and brightest in Houston innovation right now. And, as is tradition with the annual program, we'll honor one longstanding Houston innovator with the Trailblazer Award.

The award was established to recognize an individual who has left a profound impact on Houston's business and innovation ecosystem and is dedicated to continuing to support Houston and its entrepreneurs. The recipient is selected by our esteemed panel of judges from a pool of internal and external recommendations.

The 2025 Trailblazer Award recipient is Wade Pinder of Product Houston. A familiar face to those active in Houston's innovation sector, Pinder identifies as an "Ecosystem Wayseeker" and is the founder of Product Houston.

Pinder, a former product manager at Blinds.com, arrived in Houston in 2008 and has been deeply engaged in Houston’s startup and innovation scene since 2012. Over the years, he has supported hundreds of founders, product leaders, and community builders across the Houston area.

In 2023, he was honored as Mentor of the Year in the Houston Innovation Awards. Today, he fosters collaboration, clarity, and connection through his work at Product Houston, and he helps innovators find their place in the local sector via his monthly "Houston Ecosystem Mapping" sessions.

Read below for Pinder's insightful takes on the Houston innovation scene and what it means to blaze a new trail. Then, join us as we celebrate Pinder and all of our nominees and winners at the 2025 Houston Innovation Awards on Nov. 13 at Greentown Labs. Tickets are available now.

InnovationMap: Describe the growth of the Houston innovation ecosystem from your arrival in 2008 to now.

Wade Pinder: When I first arrived in Houston in 2008, the innovation ecosystem was more fragmented than it is today. Connecting with other innovators often meant attending a lot of hit-or-miss events. Over the years, it’s been incredible to see the network take shape and grow into a true community. I’ve had the privilege of being involved with several coworking spaces and accelerator programs along the way, and it’s been especially exciting to see Station Houston evolve into what is now the Ion District. What makes the Ion unique is how it blends openness and opportunity… ideas spill into and out of the space, and anyone can walk in, participate in programming, and find themselves in proximity to people who might help them take the next steps.

Additionally, the expansion of spaces like Texas Medical Center Innovation, Helix Park, The Cannon, and many others, have broadened Houston’s innovation landscape in powerful ways.

Today, when someone new moves to Houston and wants to plug into the startup and innovation scene, it’s much easier for them to find their way than when I moved here in 2008. I think that’s something Houston can really be proud of.

IM: As someone who engages with the broader Houston innovation community on a regular basis, what are the shared characteristics and traits that you see among its members?

WP: One of the things that makes Houston’s innovation community unique is how deeply it’s rooted in industry. So many of the innovators I meet come from within Houston’s major sectors, and they’ve seen firsthand where opportunities lie, which gives their innovation a certain practicality. They’re developing solutions that solve real, often complex, business and industry problems, not chasing trends or trying to create the next flashy consumer app.

What I admire most is that this community is growing in its understanding of the value of collaboration. They work with the systems and expertise that already exist, and find better ways to make them work together. Another shared trait I see across Houston’s innovators is a deep sense of curiosity and a drive to question the status quo while looking for better ways to build, improve, and solve.

IM: You’ve said, "Houston has Houston problems, and Houston needs Houston solutions." How do you see this taking shape in the innovation sector right now?

WP: When I first started getting connected to Houston’s startup and innovation scene in 2012, I noticed folks had a tendency to look at other cities and ask, "How can we do what they did?" Back then, we saw phrases like "Silicon Bayou" pop up, and while that enthusiasm was hopeful, it often discounted the things that make Houston unique. Over time, I’ve come to believe that the better question is: "What are we already great at, and how can we innovate from there?" The flip side of that question is to reflect on the things that hold us back as an ecosystem… identifying the friction points and finding practical ways to smooth them out.

From my time wandering around our ecosystem, I’ve come to understand Houston is great at infrastructure at scale, solving life-and-death challenges in the global spotlight, and "boldly going where no one’s gone before." These three things, in my opinion, capture the essence of Houston does best: We do hard things here.

What excites me today is that we’re applying innovation to those core strengths in ways that feel authentically Houston. One area I’m especially excited about is the emergence of the “New Space Economy,” captured beautifully in Wogbe Ofori’s thought piece “The Astropreneur’s Startup Journey Map.” It's a great example of how the next wave of space-related innovation might connect to Houston’s long-standing strengths in manufacturing, logistics, and problem-solving at scale.

Another challenge Houston faces is what I call a "proximity problem." Even when events are only a few miles apart, traffic can make it difficult for people to stay connected across the city. That’s why I’m so encouraged by the rise of what I think of as "intent-based gatherings" around the city: events designed with purpose, where people know they’ll find real connection and value once they arrive.

IM: Finally, what does being a "Trailblazer" mean to you?
WP: To me, trailblazing in the Houston innovation ecosystem means being willing to wander through the many different corners of the community and look for value in places we often overlook. It’s about showing up at events, community meetings, and pitch competitions — not just to participate, but to notice how each of these "nodes" in the ecosystem connects and adds value to the others.

Sometimes the trailblazer only walks a trail once: as they are discovering it. If you can help others see a newfound trail’s purpose and potential, it becomes a path others can follow more easily in the future. That’s the real work of a trailblazer: mapping connections, framing their value, and helping people recognize how those pathways strengthen the ecosystem as a whole.

In a broader sense, trailblazing is about seeing things not just as they are, but as they could be. Then taking the steps, however small, that make that vision real.

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The Houston Innovation Awards program is sponsored by Houston Community College, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.

Houston-area VC funding sunk to 5-year low in Q3 2025, report says

by the numbers

Fundraising for Houston-area startups experienced a summertime slowdown, sinking to a five-year low in the third quarter, according to the latest PitchBook-NVCA Venture Monitor.

The PitchBook-NVCA Venture Monitor shows startups in the Houston metro area attracted $204.4 million in venture capital from June through August. That’s 55 percent below the total for the previous quarter and 51 percent below the total for the third quarter of 2024.

More telling than those figures is that the third-quarter haul dropped to its lowest total for Houston-area startups since the fourth quarter of 2020, when $133.4 million in VC was raised. That was the third full quarter after health officials declared the pandemic in the U.S.

In Q3 2025, AI accounted for nearly 40 percent of VC deal volume in the U.S., Kyle Stanford, director of U.S. venture research at PitchBook, said in the report. And through the first nine months of 2025, AI represented 64 percent of U.S. deal value.

VC deal activity “has been nearly steady, emphasizing a consistent influx of companies, especially at the pre-seed and seed stages,” Stanford said. “Large deals remain the primary driver of market deal value, with almost all of these deals focused on AI.”

Bobby Franklin, president and CEO of NVCA, said that while fundraising hasn’t returned to pre-pandemic highs, deal values are going up in sectors such as AI, manufacturing, robotics and space tech, many of which have already exceeded their investment totals for all of 2024.

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