Following a $43M series B, energy tech company co-located in Houston makes acquisition

seeing green

With fresh funding, this Houston and Canada-based company has made an acquisition. Courtesy of Validere

After raising $43 million in funding for its series B round, Validere, a commodity management platform for the energy industry, has acquired Clairifi, whose technology helps energy businesses comply with environmental and regulatory requirements. Financial terms weren’t disclosed.

The funding round was closed in March and was led by Mercuria Energy and select funds and accounts managed by BlackRock, with participation from Nova Fleet, Pioneer Fund and NGIF Cleantech Ventures, as well as existing investors, including Wing VC and Greylock Partners, according to a news release.

“Validere’s mission is to ensure human prosperity through energy that is plentiful, sustainable and efficiently delivered," says Nouman Ahmad, Validere co-founder and CEO. "We facilitate this through integrating our customers’ core business with new environmental initiatives. In order to manage the energy transition well, environmental attributes cannot be managed in a silo, they need to be integrated in the day-to-day operations and commercial decisions."

Validere is based in Calgary, Alberta, and has its United States presence based in Houston. Clairifi also is based in Calgary. According to the company, the purchase of Clairifi strengthens Validere’s ESG (environmental, social, and governance) offerings.

“Companies across the energy supply chain are often burdened by the arduous task of compliance reporting, a time-intensive process that is usually performed manually in Excel spreadsheets by costly environmental consultants,” Validere says in a news release announcing the Clairifi deal. “These issues are coupled with constantly changing environmental, social and governance (ESG) policies, as well as disorganized data, which can cause confusion over meeting reporting requirements.”

Validere says that thanks to the integration of Clairifi, businesses can easily comply with current and future regulations from the U.S. Securities and Exchange Commission (SEC), and can access a central platform to accurately measure, manage, and forecast emissions strategies.

“The implementation of costs on carbon and emission reduction requirements introduce new immediate and long-term consequences that cascade from the field to head office,” says Corey Wood, co-founder and CEO of Clairifi. “While regulatory compliance is often considered a burden on industry, requiring resources and continuous innovation, if we are well-prepared, these challenges may be used as catalysts to revive, refresh and improve.”

As part of the acquisition, Wood has joined Validere as vice president of emissions, regulatory, and carbon strategy.

From startup pitch competitions seeking applications to Houston startups with big news, here are the latest short stories of Houston innovation. Photo courtesy TMC Innovation

TMCx company recognized internationally, Cannon acquires Houston fintech startup, and more innovation news

short stories

Houston's innovation ecosystem has been booming with news fresh out of the gate for 2021, and it's likely some might have fallen through the cracks.

For this roundup of short stories within Houston innovation, a TMCx startup gets called out by Time Magazine, pitch competitions seek entries for thousands of dollars of investment prizes, and more.

The Cannon closes its acquisition of LetsLaunch

The Cannon has announced that it has has acquired Houston-based crowdfunding startup LetsLaunch. Photo courtesy of The Cannon

Last summer, The Cannon, a Houston startup development organization with a network of coworking hubs, announced its plans to acquire a Houston fintech startup, LetsLaunch. The online investment platform allows for smaller investments from non-accredited investors and has been connected with The Cannon in the past, and the two entities have even had a partnership arrangement.

As of last week, The Cannon has officially acquired LetsLaunch. The deal allows Cannon member companies access to a new fundraising option.

"The Cannon and LetsLaunch have a shared vision for enabling and optimizing the innovation ecosystem," says Jon Lambert, CEO of The Cannon, in a news release. "LetsLaunch has passionately developed a technology platform that will deliver significant value to the entrepreneurial community by bringing together start-ups and investors of all kinds. By integrating the LetsLaunch platform into The Cannon's digital offerings, we will enhance the fundraising and strategic connection value we offer to our innovation community."

TMCx startup named to Time's top inventions

A U.K. company that recently participated in TMCx has been honored by Time Magazine. Photo courtesy of TMC

Health tech startup, Virti, which recently completed the Texas Medical Center's startup accelerator, was honored among Time Magazine's top inventions of 2020 in the augmented and virtual reality category.

Virti's artificial intelligence provides its users with instant feedback on training — and, in light of the pandemic, event indicates the right way to wear personal protective equipment, administer treatment, or ventilate a patient. According to a press release, this technology — as compared to traditional face-to-face training — has proven a 230 percent increase in knowledge gain and a 52 percent reduction in skill-fade post-training.

In the United Kingdom, where Virti was founded, the technology has been used to train 100,000 NHS staff, according to the release.

"This achievement rounds off what has been a very exciting year for Virti with significant growth in the United States and internationally building on successful partnerships such as the UK TMC BioBridge through the UK's Department for International Trade (DIT)," says Dr. Alex Young, Virti founder and CEO, in the press release.

Virti has US offices in Houston and the West Coast.

"The evidence is clear — immersive training that simulates real-world situations is more conducive to long-term memory and recall," says Lance Black, associate director of TMC Innovation, in the release. "Virti has unlocked how to provide high quality education to care teams to better prepare them for any situation as evidenced by their rapid adoption within the Texas Medical Center. The recognition by Time further demonstrates that Virti is ushering us into a new era of education and training, one that blurs the line between reality and fiction."

HX Venture Fund calls for Houston startups for pitch competition

The HX Venture Fund is looking for startups to pitch at a new event. Photo via Getty Images

The HX Venture Fund is preparing for two-day summit — called Venture Houston — next month and is looking for local startups to pitch in the conference's pitch competition.

According to the website, HXVF is looking for all pre-seed through series B companies interested in venture backing, and headquartered in Houston and the Gulf Coast Region. The competition has $1.65 million in investment prizes on the line from investors like Fitz Gate Ventures, The Artemis Fund, Montrose Lane (née Cottonwood Venture Partners), Mercury Fund, and more.

The application for the pitch competition is due January 15 and can be submitted online. If selected, startups will pitch during the February 4-5 event. To register for the virtual event, click here.

Validere announces partnership with California company to focus on ESG

Validere has a new partnership. Photo courtesy of Validere

Canadian energy supply chain software company, Validere, which has a growing presence in Houston, has announced a new strategic partnership with California-based Xpansiv. According to a news release, the partnership "enables the registration and transaction of digitized commodity products with embedded Environmental, Social, and Governance (ESG) attributes that support integration of ESG data into commodity markets."

Validere works with its oil and gas customers to provide tech solutions to connect, track, and audit data, allowing for transparency and optimization. This technology also allows corporations to prioritize ESG initiatives — something Nicole Rogers, senior vice president at Validere, recently joined the Houston Innovators Podcast to discuss.

"Validere is proud to partner with Xpansiv to provide another pathway to value creation for our customers," Validere CEO Nouman Ahmad says in a news release. "The initiative supports our defining belief that accurate, accessible product-quality data can be used to create multiple forms of value."

Apply now: Capital Factory to host pitch competition for Black entrepreneurs

Capital Factory is hosting its annual Black in Tech event. Getty Images

For the third year, Capital Factory, a Texas-wide startup development organization, is seeking Black entrepreneurs to pitch for a $100,000 prize. The competition, which will be on February 16 during Capital Factory's Black in Tech Summit, will have five technology startup finalists that will be judged by a panel of successful entrepreneurs, industry leaders and mentors. One startup will take home a $100,000 prize.

The application deadline is January 22, and any startups with a Black founder can apply online. For more information on the summit and the competition, click here.

The Texas Medical Center has contributed to a $16 million round in a TMCx08 member company. Courtesy of TMCx

TMCx company raises $16 million, Exxon scales work with Houston drone startup, and more innovation news

Short stories

With a busy September just days away, the Houston innovation world has seen an uptick in news. Just in case you missed some, here are some short stories from Houston startups — funding, product launches, clinical trials, oh my.

TMC invests in Luma Health's recent $16 million round

Luma Health, a San Francisco-based startup and TMCx08 cohort member, has closed a $16 million Series B round. The Texas Medical Center contributed to the round, along with U.S. Venture Partners and Cisco. PeakSpan Capital lead the series.

The company has a text-first communication platform to ease and automate the provider-patient conversations. The money, per VentureBeat, will go toward scaling up business.

"As we've spent more time with patients, doctors, and healthcare teams across the country, we've seen the disconnect between patients and clinics — patients really struggle to connect with their clinic, and clinics struggle to simply get a hold of their patients," the companies founders write on their website. "The one consistent theme we've heard after now deploying Luma Health at over 300 clinics is: how can we make it easier for our patients to get started on their care journey and connect with us as they map their personal path to healing?"

ExxonMobil scales its arrangement with Houston drone company

Dyan Gibbons

Dyan Gibbons is the CEO of Trumbull Unmanned. Courtesy of Alice

Houston-based Trumbull Unmanned has provided its drone technology to ExxonMobil since 2014. Now, the major energy company is scaling up its involvement with the local company.

Trumbull was recently awarded a five-year Unmanned Aircraft Systems Agreement and now will expand drone data collection and inspections as part of a new contract.

"Trumbull is grateful to serve amazing clients. After conducting data collection and inspections for ExxonMobil in over 25 locations, we are excited to scale operations starting in the Americas," says Trumbull CEO Dyan Gibbens in a release. "We look forward to helping ExxonMobil integrate amazing safety, efficiency, and data-driven technology into their operations."

Houston-founded startup relocates to Austin

Ben Johnson's business idea turned into a growing company making the lives of apartment dwellers easier. Courtesy of Apartment Butler

A company founded in Houston has moved its headquarters to Austin, according to reports. Spruce — formerly known as Apartment Butler — provides luxury services (like dry cleaning, cleaning, and pet services) to apartment complexes.

Founder Ben Johnson told InnovationMap last December that, even though he's raised two rounds of funding from Houston — a $2 million Seed and a $3 million Series A — it was tough to convince venture capital firms from Houston. Houston-based Mercury Fund and Austin-based Capital Factory contributed to both the company's rounds. Princeton, New Jersey-based Fitz Gate Ventures led the Series A round, and the Houston Angel Network contributed too.

"Every single VC I pitched to wanted to require us to move to Austin as a condition to our funding," Johnson tells InnovationMap in a previous article. "I wanted to grow this business in Houston. I thought I was going to have to move to Austin because there wasn't a VC for us here."

Spruce already has a presence in Austin. The company has its services in 35 Austin-area apartment complexes, per the Austin Business Journal, as well as having Austin-based employees. Earlier this year, Spruce expanded its services to Denver, representing the first out-of-state business for the company.

Houston anti-fungal fabric fashion line launches

Accel Lifestyle is a anti-stink, ethically sourced athletic line. Courtesy of Accel

Houston entrepreneur, Megan Eddings, was disappointed with the athleticwear industry. She couldn't find a company that prioritized ethical and sustainable designs that were made with a fabric that wouldn't hold on to that strong, unpleasant sweat smell. So, a chemist by trade, she made her own.

Now, after months and months of work, Eddings has launched her company and the fitness line, Accel Lifestyle. The products are made in the United States in ethical conditions and shipped in 100 percent biodegradable packaging without any plastics involved. The custom-designed fabric — called the Prema™ fabric, which is now patent pending in 120 countries — doesn't hold onto the stink from working out, meaning consumers will be less inclined to throw them away, preventing unnecessary textile waste.

"I founded Accel Lifestyle because, even though there are so many fitness apparel companies today, none of them hit all the boxes on my checklist. I wanted to support a fashionable fitness apparel company that has an ethical supply chain (no sweatshops), and a fabric that doesn't smell. What did I find? Absolutely nothing. And, I wanted to change that," says Eddings in a release. "With my science background and experience working in science labs at University of Virginia and Brown University, it took 2.5 years to create the fabric from scratch, using the most luxurious threads available and a trade secret protected science."

Houston medical device startup releases positive clinical trial results

Photo via nanospectra.com

A Houston medical device company using nanomedicine has released early results in its clinical trials treating prostrate cancer. Nanospectra Biosciences Inc.'s AuroLase technology uses laser-excited gold-silica nanoparticles with various medical imaging tools to focally remove low to intermediate grade tumors within the prostate, according to its study outcomes published in Proceedings of the National Academy of Sciences.

"As the first ultra-focal therapy for prostate cancer, AuroLase has the potential to maximize treatment efficacy while minimizing side effects associated with surgery, radiation, and traditional focal therapies," says David Jorden, CEO of Nanospectra, in a news release. "We are encouraged by the clinical success of our feasibility study to date and look forward to the initiation, potentially next month, of the pivotal study with an expected cumulative treatment population of 100 subjects."

One of the company's co-founders, Naomi J. Halas, is a professor of biophysics at Rice University.

Canadian oil and gas company with a growing presence in Houston named finalist in World Oil awards

Validere, a Canada-based energy logistics company, is expanding in Houston. Courtesy of Validere

While Houston can't completely claim Canadian oil and gas data company Validere, the company, which has a growing presence in the Bayou City, has been named a finalist in a prestigious awards program.

Validere is a finalist in the World Oil Awards' best data management and application solution award. The company is up against technology from the likes of Schlumberger, Halliburton, Siemens, NOV, Baker Hughes, and more,

The company has created a software that allows for real-time data and both artificial and human intelligence insights to improve its clients' quality, trading, and logistics. The company's technology enhances the ability of oil and gas traders to make informed decisions, which currently are made based off unreliable product quality data. Annually, $2 trillion of product moves around the oil and gas industry, and Validere uses the Internet of Things to improve the current standard of decision making.

Of course, the energy capital of the world has been a major city for growth — something co-founder Nouman Ahmad tells InnovationMap in a previous interview.

"As we think about the long-term future of the business, Houston is one of the most important markets for us going forward," Ahmad says.

5 most popular innovation stories in Houston this week

Now trending

Editor's note: It's been an exciting week as most of Houston is back on a regular schedule and businesses are all up and running. Some key stories from this week were Houston's STEM ecosystem needs some TLC, a Canadian company invests in Houston, mom-connecting app prepares to go live, and more.

3 Houston innovators to know this week

This week's innovators to know are involved in tech — from app development to revolutionizing the energy industry. Courtesy photos

From restaurant review apps to a device that monitors oil rigs, this week's innovators to know are tech savvy to say the least. All three took a chance on Houston for their startups, and that chance is paying off. Read the full story here.

Houston company uses blockchain to follow the money

Houston-based Topl can track almost anything using its blockchain technology. Getty Images

When you pick out an engagement ring at the jewelry store, you don't usually know where that jewel came from. You don't know how much the miner was paid for finding it, or where it was polished up. However, a Houston company has the blockchain technology that can track every step of the way for that diamond — and for anything else really.

"Everything is already being reported — the location of where it was found, its distributor — but all that information is getting lost," says Kim Raath, CFO of Topl.

Topl, a Houston-based startup that was created by a few Rice University graduate and doctorate students, uses blockchain to connect the dots. It can track anything from jewels to cacao as it goes from the farm to being turned into chocolate bars. Read the full story here.

Canadian startup fresh off $7 million seed funding raise picks Houston for U.S. expansion

Validere, a Canada-based energy logistics company, is expanding in Houston. Courtesy of Validere

Houston's established reputation as the energy capital of the world combined with burgeoning tech scene has made the city attractive for a growing oil and gas company with roots in Canada.

Validere is an oil and gas company focused on using real-time data and both artificial and human intelligence insights to improve its clients' quality, trading, and logistics. The company's technology enhances the ability of oil and gas traders to make informed decisions, which currently are made based off unreliable product quality data. Annually, $2 trillion of product moves around the oil and gas industry, and Validere uses the Internet of Things to improve the current standard of decision making.

"It's like if you'd go to the grocery store to buy milk not knowing if it's 1 percent, 2 percent, or cream," co-founder Nouman Ahmad says about how companies are currently making oil and gas trading decisions. Read the full story here.

App aims to connect Houston mothers using AI technology

Houston-based Social Mama uses its platform to connect mothers based on location, interests, and the things their children have in common. Courtesy of Social Mama

Sometimes, to be a mom, is to feel utterly alone. Not every mom is the same, and it's tough for women to find the right support systems — people who are going through or have gone through the same struggles.

A new Houston-based app, Social Mama, is providing a solution. The technology uses artificial intelligence and data collection to learn about its users and match them to other users based on their location and specifications. It's like online dating, but for mothers, co-founder Amanda Ducach says.

"The social impact of the product is so important," Ducach says. "I can't explain to you the isolation and the problem that exists in motherhood. I was completely unaware of it before I started the company." Read the full story here.

​​Report finds Houston has room to grow as an attractive city for STEM professionals​​

Houston isn't very attractive of an ecosystem for STEM professionals, according to a new report. Getty Images

Houston has been heralded as a great place to find a job in many instances, so it may come as some surprise that when it comes to science, technology, engineering, and mathematics, the Bayou City isn't primed for professionals.

The city ranked No. 33 out of the 100 largest metros in the United States in a study conducted by WalletHub. The 17 metrics corresponded to professional opportunities, STEM friendliness, or quality of life. Within those categories, Houston ranked No. 47, No. 20, and No. 54, respectively.

Some of the areas where the Houston area stood out is wage, engineering educational opportunities, and projected demand for STEM jobs in 2020. Houston had the highest annual median wage for STEM workers, which was adjusted for cost of living. Read the full story here.

Validere, a Canada-based energy logistics company, is expanding in Houston. Courtesy of Validere

Canadian startup fresh off $7 million seed funding raise picks Houston for U.S. expansion

Energy Tech

Houston's established reputation as the energy capital of the world combined with burgeoning tech scene has made the city attractive for a growing oil and gas company with roots in Canada.

Validere is an oil and gas company focused on using real-time data and both artificial and human intelligence insights to improve its clients' quality, trading, and logistics. The company's technology enhances the ability of oil and gas traders to make informed decisions, which currently are made based off unreliable product quality data. Annually, $2 trillion of product moves around the oil and gas industry, and Validere uses the Internet of Things to improve the current standard of decision making.

"It's like if you'd go to the grocery store to buy milk not knowing if it's 1 percent, 2 percent, or cream," co-founder Nouman Ahmad says about how companies are currently making oil and gas trading decisions.

In October, Validere concluded its seed funding round with $7 million. Among Validere supporters are several Silicon Valley power players, such as Sallyport Investments, Y Combinator, Real Ventures, Moment Ventures, and ZhenFund. The funds, in part, will help the company expand into the United States market.

"The goal in 2019 is to be at the same stage — in terms of customer success — in the U.S. market as we were at the end of 2018 in the Canadian market," Ahmad says.

The company has seen great success in Canada, and some of its existing clients have business in the Houston area already, Ahmad says.

With the increased focus on Houston comes a growing office. Currently, Ahmad leads the efforts in town with one other staffer, however, operations won't be a skeleton crew for too much longer. Ahmad says he is "aggressively hiring" in the Bayou City, which will be a key office for them as they grow across the country.

"As we think about the long-term future of the business, Houston is one of the most important markets for us going forward," Ahmad says.

Houston has been a welcoming community to the Canadian transplant, who says he spends most of his time here now. Both the startup and tech scenes in Houston have been valuable resources to the company — as has the energy industry's potential clients.

"Houston market is very receptive and ready for innovative companies that are solving problems for them," Ahmad says.

The company was founded in 2015 at Harvard by entrepreneurs who saw the potential for better transparency in the oil and gas industry. Validere's other co-founder and CTO, Ian Burgess, first had the idea for the technology after an accident happened in Canada; a train carrying crude oil derailed and blew up a small town killing 45 people.

"The industry largely bases important operational decisions on poor quality data," Burgess says in a release. "Our platform not only informs product quality reliably and in real time, but it also uses AI to help oil and gas companies optimize product movement."

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Houston unicorn closes $421M to fuel first phase of flagship energy project

Heating Up

Houston geothermal unicorn Fervo Energy has closed $421 million in non-recourse debt financing for the first phase of its flagship Cape Station project in Beaver County, Utah.

Fervo believes Cape Station can meet the needs of surging power demand from data centers, domestic manufacturing and an energy market aiming to use clean and reliable power. According to the company, Cape Station will begin delivering its first power to the grid this year and is expected to reach approximately 100 megwatts of operating capacity by early 2027. Fervo added that it plans to scale to 500 megawatts.

The $421 million financing package includes a $309 million construction-to-term loan, a $61 million tax credit bridge loan, and a $51 million letter of credit facility. The facilities will fund the remaining construction costs for the first phase of Cape Station, and will also support the project’s counterparty credit support requirements.

Coordinating lead arrangers include Barclays, BBVA, HSBC, MUFG, RBC and Société Générale, with additional participation from Bank of America, J.P. Morgan and Sumitomo Mitsui Trust Bank, Limited, New York Branch.

“As demand for firm, clean, affordable power accelerates, EGS (Enhanced Geothermal Systems) is set to become a core energy asset class for infrastructure lenders,” Sean Pollock, managing director, project Finance at RBC Capital Markets, said in a news release. “Fervo is pioneering this step change with Cape Station, a vital contribution to American energy security that RBC is proud to support.”

The oversubscribed financing marks Cape Station’s shift from early-stage and bridge funding to a long-term, non-recourse capital structure, according to the news release.

“Non-recourse financing has historically been considered out of reach for first-of-a-kind projects,” David Ulrey, CFO of Fervo Energy, said in a news release. “Cape Station disrupts that narrative. With proven oil and gas technology paired with AI-enabled drilling and exploration, robust commercial offtake, operational consistency, and an unrelenting focus on health and safety, we have shown that EGS is a highly bankable asset class.”

Fervo continues to be one of the top-funded startups in the Houston area. The company has raised about $1.5 billion prior to the latest $421 million. It also closed a $462 million Series E in December.

According to Axios Pro, Fervo filed for an IPO that would value the company between $2 billion and $3 billion in January.

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This article first appeared on EnergyCapitalHTX.com.

Houston food giant Sysco to acquire competitor in $29 billion deal

Mergers & Acquisitions

Sysco, the nation's largest food distributor, will acquire supplier Restaurant Depot in a deal worth more than $29 billion.

The acquisition would create a closer link between Sysco and its customers that right now turn to Restaurant Depot for supplies needed quickly in an industry segment known as “cash-and-carry wholesale.”

Sysco, based in Houston, serves more than 700,000 restaurants, hospitals, schools, and hotels, supplying them with everything from butter and eggs to napkins. Those goods are typically acquired ahead of time based on how much traffic that restaurants typically see.

Restaurant Depot offers memberships to mom-and-pop restaurants and other businesses, giving them access to warehouses stocked with supplies for when they run short of what they've purchased from suppliers like Sysco.

It is a fast growing and high-margin segment that will likely mean thousands of restaurants will rely increasingly on Sysco for day-to-day needs.

Restaurant Depot shareholders will receive $21.6 billion in cash and 91.5 million Sysco shares. Based on Sysco’s closing share price of $81.80 as of March 27, 2026, the deal has an enterprise value of about $29.1 billion.

Restaurant Depot was founded in Brooklyn in 1976. The family-run business then known as Jetro Restaurant Depot, has become the nation's largest cash-and-carry wholesaler.

The boards of both companies have approved the acquisition, but it would still need regulatory approval.

Shares of Sysco Corp. tumbled 13% Monday to $71.26, an initial decline some industry analysts expected given the cost of the deal.

Houston researcher builds radar to make self-driving cars safer

eyes on the road

A Rice University researcher is giving autonomous vehicles an “extra set of eyes.”

Current autonomous vehicles (AVs) can have an incomplete view of their surroundings, and challenges like pedestrian movement, low-light conditions and adverse weather only compound these visibility limitations.

Kun Woo Cho, a postdoctoral researcher in the lab of Rice professor of electrical and computer engineering Ashutosh Sabharwal, has developed EyeDAR to help address such issues and enhance the vehicles’ sensing accuracy. Her research was supported in part by the National Science Foundation.

The EyeDAR is an orange-sized, low-power, millimeter-wave radar that could be placed at streetlights and intersections. Its design was inspired by that of the human eye. Researchers envision that the low-cost sensors could help ensure that AVs always pick up on emergent obstacles, even when the vehicles are not within proper range for their onboard sensors and when visibility is limited.

“Current automotive sensor systems like cameras and lidar struggle with poor visibility such as you would encounter due to rain or fog or in low-lighting conditions,” Cho said in a news release. “Radar, on the other hand, operates reliably in all weather and lighting conditions and can even see through obstacles.”

Signals from a typical radar system scatter when they encounter an obstacle. Some of the signal is reflected back to the source, but most of it is often lost. In the case of AVs, this means that "pedestrians emerging from behind large vehicles, cars creeping forward at intersections or cyclists approaching at odd angles can easily go unnoticed," according to Rice.

EyeDAR, however, works to capture lost radar reflections, determine their direction and report them back to the AV in a sequence of 0s and 1s.

“Like blinking Morse code,” Cho added. “EyeDAR is a talking sensor⎯it is a first instance of integrating radar sensing and communication functionality in a single design.”

After testing, EyeDAR was able to resolve target directions 200 times faster than conventional radar designs.

While EyeDAR currently targets risks associated with AVs, particularly in high-traffic urban areas, researchers also believe the technology behind it could complement artificial intelligence efforts and be integrated into robots, drones and wearable platforms.

“EyeDAR is an example of what I like to call ‘analog computing,’” Cho added in the release. “Over the past two decades, people have been focusing on the digital and software side of computation, and the analog, hardware side has been lagging behind. I want to explore this overlooked analog design space.”

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