Startups

EdgeQ raises $51 million to fuse AI compute and 5G within a single chip

Comment

Image Credits: dowell (opens in a new window) / Getty Images

5G. Edge. Open. Programmable. AI.

No, it’s not bingo at your local silicon chip enthusiast meetup, and no, I am not trying to game Google’s search algorithms (well, maybe just a bit). Rather, it’s a combination of technologies that are predicted to become critical for the future of the Internet of Things across industries as diverse as shipping and security.

One way to get all these technologies into single devices is just to agglomerate a bunch of off-the-shelf silicon chips and jam them into a product. Take a wireless radio chip, add some computing capacity, add some AI chip wizardly and voilà, you have yourself a modern IoT device.

There’s just one problem: These devices often have a lot of constraints. Most notably, they have power constraints, which means that they often can’t include five chips on a board, but rather need one single chip that can use power extremely efficiently. In addition, there are space constraints, and constraints around how easy a chip is to reprogram remotely. In short, there’s a bet to be made that this new market — which is just getting started but expected to be huge in the coming years — needs a focused chip for it.

That bet has been made. EdgeQ, a stealthy silicon startup, emerged from stealth today to showcase a bit of its efforts around its new chip, and also to announce the closing of its $38.5 million Series A round led by Mohammad Islam of Threshold Ventures (formerly known as DFJ). The company previously closed a seed round led by Homan Yuen at Fusion Fund, bringing the company’s total fundraise to $51 million. AME Cloud Ventures also participated in the round, as did an undisclosed strategic customer.

What’s exciting here this early is the team. EdgeQ is founded by Vinay Ravuri, an ex-Qualcomm exec who worked on mobile and data center projects at the behemoth chipmaker during the attempted corporate takeover by Broadcom back in 2018. He left that year and teamed up with a stable of other senior engineers and execs from Qualcomm, Intel and Broadcom itself to work on the next-generation of chip tech for the edge. “We felt that there was an opportunity to focus outside of cell phones,” Ravuri said, which is what Qualcomm was heavily invested in given its dominance in 4G technologies.

EdgeQ founder and CEO Vinay Ravuri. Photo via EdgeQ.

EdgeQ remains under development, and the company isn’t ready to disclose the full details of its product as it continues its work. Nonetheless, Ravuri gave a broad overview of EdgeQ’s chip as it stands today.

“I just like to use this analogy of like a Goldilocks,” he said. “You know, this is too cold and this is too hot and what you really need is somewhere in the middle. And that’s kind of where EdgeQ comes in.”

This systems-on-a-chip product will have the connectivity of 5G with the on-board processing of a typical AI chip, compressed under a tight power envelope to minimize energy usage. Even more vitally, the chips will be reprogrammable, allowing for changes on the fly as circumstances around a product shift. “Putting all of that into a single chip requires a lot of integration and lots of architectural innovation, which is what EdgeQ has been able to do,” Ravuri said.

This model of systems-on-a-chip is similar to what you might have seen last week at Apple’s big event around its new M1 chip. By combining a bunch of individual silicon systems on one chip, you can increase capabilities while reducing power.

Apple announces the M1, the first chip in its Apple Silicon family

Where could EdgeQ’s chips end up? Ravuri suggested a bunch of applications. You could imagine a security camera having a chip like this to coordinate with other cameras while also processing some of the data it is seeing through its lens. Drones and robotic machinery in an enclosed space could use wireless to synchronize their actions with other machines, process their actions through compute and also calculate their locations to extreme precision. And, of course, a whole bunch more applications are at least possible, but we’ll know more as the chip technology matures.

Homan Yuen of Fusion Fund said that “my background being in semiconductors, I know how hard these companies are and why venture investors don’t really like doing [them]. After meeting Vinay, the team, the background and experience, I [thought] if there’s one company I’m going to take a bet on doing chips, it’s going to be them.”

It’s a bet that has gotten a bit more traction with new investors coming to the table, but of course, product development has to continue, and these chips ultimately have to be manufactured and actually placed in the market for customers to buy. In other words, a nice milestone, but a lot more work to go.

EdgeQ has offices in Santa Clara and San Diego, along with Bangalore, India.

More TechCrunch

Ifeel is being offered as part of an employer’s or insurance provider’s healthcare coverage.

Mental health insurance platform ifeel  raises a $20 million Series B

Instead of opening the user’s actual browser or a WebView, Custom Tabs let users remain in their app while browsing.

Google Chrome becomes a ‘picture-in-picture’ app

Sanil Chawla remembers the meetings he had with countless artists in college. Those creatives were looking for one thing: sustainable economic infrastructure that could help them scale rather than drown…

Creator fintech Slingshot raises $2.2M

A startup called Firefly that’s tackling the thorny and growing issue of cloud asset management with an “infrastructure as code” solution has raised $23 million in funding. That comes on…

Firefly forges on after co-founder murdered by Hamas

Mistral, the French AI startup backed by Microsoft and valued at $6 billion, has released its first generative AI model for coding, dubbed Codestral. Codestral, like other code-generating models, is…

Mistral releases Codestral, its first generative AI model for code

Pinterest announced today that it is evolving its Creator Inclusion Fund to now be called the Pinterest Inclusion Fund. Pinterest teamed up with Shopify’s Build Black & Native program to…

Pinterest expands its Creator Fund to allow founders

Cadillac may seem a bit too traditional to hang its driving cap on EVs. And yet, that hasn’t stopped the GM brand from rolling out — or at least showing…

Cadillac’s new Optiq EV is designed to hook young hipsters

Alex Taub, a longtime founder with multiple exits under his belt, believes it’s time to disrupt the meme industry. “I have this big thesis that memetech is going to be…

This founder says memetech is the next big thing

Lux, the startup behind popular pro photography app Halide and others, is venturing into video with its latest app launch. On Wednesday, the company announced Kino, a new video capture app…

Kino is a new iPhone app for videographers from the makers of Halide

DevOps startup Harness has shown itself to be an ambitious company, building a broad platform of services while also dabbling in M&A when it made sense to fill in functionality.…

Harness snags Split.io as it goes all in on feature flags and experiments

U.S. Rep. Elissa Slotkin will introduce a bill to Congress that would limit or ban the introduction of connected vehicles built by Chinese companies if found to pose a threat…

House bill would ban Chinese connected vehicles over security concerns

Microsoft’s Copilot, a generative AI-powered tool that can generate text as well as answer specific questions, is now available as an in-app chatbot on Telegram, the instant messaging app.  Currently…

Microsoft’s Copilot is now on Telegram

HBO’s new documentary, “MoviePass, MovieCrash,” tells a story that many of us know about: how MoviePass, the subscription-based movie ticketing startup, was a catastrophic failure. After a series of mishaps…

MoviePass co-founders speak their truth in HBO’s new documentary 

The watch features a variety of different 3D games, unlocking more play time the more kids move.

Fitbit’s new kid smartwatch is a little Wiimote, a little Tamagotchi

In the video, a crowd is roaring at a packed summer music festival. As a beat starts playing over the speakers, the performer finally walks onstage: It’s the Joker. Clad…

Discord has become an unlikely center for the generative AI boom

After the Wirecard scandal, Germany’s financial regulator BaFin started to look more closely at young fintech startups that wanted to grow at a rapid pace — it’s better to be…

Germany’s financial regulator ends anti-money laundering cap on N26 signups after $10M fine

Among other things, this includes the ability to trace code from source to binary packages across both platforms, single sign-on support and unified project structures.

JFrog and GitHub team up to closely integrate their source code and binary platforms

The company’s public fund disbursement and e-commerce platform makes accepting school tuition and enabling educational enrichment more accessible. 

Tech startup Odyssey goes on journey to help states implement school choice programs

A new startup called Kinnect aims to help people privately save generational memories, traditions, recipes and more. The company’s app, launched this month, lets people create invite-only spaces where they…

Kinnect’s new app aims to help families record and store generational memories

Spotify has hiked its premium subscription in France by an eye-watering €0.13, in response to a new music-streaming tax.

Spotify hikes subscription price in France by 1.2% to match new music-streaming tax

The European Union has taken the wraps off the structure of the new AI Office, the ecosystem-building and oversight body that’s being established under the bloc’s AI Act. The risk-based…

With the EU AI Act incoming this summer, the bloc lays out its plan for AI governance

Solutions by Text, a company that gives people a way to pay their bills and apply for loans via text messaging, has secured $110 million in new growth funding. Edison…

Bootstrapped for over a decade, this Dallas company just secured $110M to help people pay bills by text

Owners of small- and medium-sized businesses check their bank balances daily to make financial decisions. But it’s entrepreneur Yoseph West’s assertion that there’s typically information and functions missing from bank…

Relay raises $32.2 million to help smaller businesses manage their cash flow

When other firms were investing and raising eye-popping sums, Clean Energy Ventures took a different approach. It appears to be paying off.

How Clean Energy Ventures avoided the pandemic bubble and raised a $305M fund

PwC, the management consulting giant, will become OpenAI’s biggest customer to date, covering 100,000 users.

OpenAI signs 100K PwC workers to ChatGPT’s enterprise tier as PwC becomes its first resale partner

Tech enthusiasts and entrepreneurs, the clock is ticking! With just 72 hours remaining until the early-bird ticket deadline for TechCrunch Disrupt 2024, now is the time to secure your spot…

72 hours left of the Disrupt early-bird sale

Avendus, the top investment bank for venture deals in India, confirmed on Wednesday it is looking to raise up to $350 million for its new private equity fund.  The new…

Avendus, India’s top venture adviser, confirms it’s looking to raise a $350M fund

China has closed a third state-backed investment fund to bolster its semiconductor industry and reduce reliance on other nations, both for using and manufacturing wafers — prioritizing what is called…

China’s $47B semiconductor fund puts chip sovereignty front and center

Apple’s annual list of what it considers the best and most innovative software available on its platform is turning its attention to the little guy.

Apple’s Design Awards nominees highlight indies and startups, largely ignore AI (except for Arc)

The spyware maker’s founder, Bryan Fleming, said pcTattletale is “out of business and completely done,” following a data breach.

Spyware maker pcTattletale says it’s ‘out of business’ and shuts down after data breach