Xipeng Shen

Contributor
Xipeng Shen is a professor at North Carolina State University and ACM Distinguished Member, focusing on system software and machine learning research. He is a co-founder and CTO of CoCoPIE LLC.

Our team of researchers started CoCoPIE to solve the chip shortage crisis. We’re a group of Ph.D.s who aim to power next-generation technology without the need for expensive hardware that takes billions of dollars to develop and years to deploy. We needed a way to bring our idea into action.

For deep tech startups, the capital game can be a tricky one to play. The VC world is attracted to the low-investment/high-returns model deep tech tends to offer, but it can also be impatient with the time it takes to get there. According to PitchBook, the VC world is also trending toward the megadeal ($100 million+), which doesn’t generally apply to early-stage startups with a handful of employees.

While we did raise funds from one of the VC world’s glitterati — Sequoia Capital — when we were accepted into the Small Business Innovation Research/Small Business Technology Transfer (SBIR/STTR) program, we knew our solution was much more valuable than a chip that would make its way to the reject line.

Here’s why we applied for a federal grant and why we think you should add “America’s Seed Fund” to your deep tech fundraising mix.

Build credibility

There are several SBIR/STTR programs. Ours is powered by the National Science Foundation. These grants are highly competitive and, if chosen, can establish and strengthen your company’s technical image on the market.

Being selected out of thousands of U.S. applicants signals that your innovation has strong technical and commercial merit and the potential for broad U.S. economic impact. It’s a stamp that encourages other potential investors to raise their hands. Even if you aren’t selected, the feedback you receive from the review committee is invaluable.

Keep equity and decision-making authority

Receiving funding often means you have to give something back. That can be interest payments if you’ve taken a loan or equity if you’ve received VC funds. The SBIR/STTR programs allow you to retain full ownership of your company and IP. The administrators also aren’t interested in driving strategy — they believe in your vision and want to help you bring it to fruition. Their goal is to “invest in a better future for our shareholders: the American public.”

CoCoPIE’s vision is to enable real-time AI for off-the-shelf mobile devices. If adopted by the semiconductor, digital media and IoT industries, it can significantly improve the way we consume, learn and interact with our devices.

But, like any deep tech company, the question becomes how to get it widely adopted. We are using the SBIR/STTR funds to convert our technology into a minimum viable product, an essential step for us to reach a broader customer base. Thus far, our technology has attracted multiple key pilot customers, including Tencent, a global gaming giant that utilizes our super-resolution technology to enhance its customers’ gaming experience.

Potential for additional funding

The SBIR/STTR program is administered in three gated phases that progress your product toward commercialization. Each startup can receive up to $2 million in funding. What you don’t get in funding in Phase III you make up for in actual business, typically through government procurement contracts.

This shows continued support. The government is saying: “We believed in you enough to fund your future. Now, we’re hiring you.” CoCoPIE is currently in Phase 1, but we plan to apply for Phase II when we’re eligible.

Here are a few things we learned through our successful application process that might help you on your journey:

Be clear about how you will use Phase I money to fund innovation through R&D

Your product should represent an innovation, and the Phase I funds should be used to make strides toward that innovation.

The NSF SBIR/STTR administrators like to say: “It is a good sign if the R&D has never been attempted and/or successfully done before or is attempting to overcome significant technical hurdles.” Focus on new and specific research work.

Include partners to show viability

This could be a client who has already agreed to integrate your solution or an academic whose research focuses on your technology who can vouch for your product. These third parties go a long way in showing the government you’re ahead of the game when it comes to a market launch.

At CoCoPIE, we were fortunate to have both: Our co-founders are college professors (including myself) and we already had clients like Cognizant, Tencent and other publicly traded chip manufacturers on board.

Show how your solution positively impacts the U.S. economy

The NSF SBIR/STTR program prioritizes impact, market pull and scale. So, make sure you have a strong story — with supporting research — on your product’s broad possibilities. How is it a response to significant market demand? Is there potential for broad adoption and job creation? Is there an element of social good?

Our research uncovered a potential $1.06 trillion market against our target industries (demand). And, most immediately, the technology can also alleviate the chip shortage by adding a software layer to existing hardware (more demand). We highlighted these benefits in our application process.

The best news is applying for a federal grant doesn’t preclude you from simultaneously exploring other funding avenues. We went the VC route, too. What it does is diversify your fundraising mix and add a layer of credibility, which in the end helps you reach viability faster as a startup.

More TechCrunch

Boeing’s Starliner spacecraft has successfully delivered two astronauts to the International Space Station, a key milestone in the aerospace giant’s quest to certify the capsule for regular crewed missions.  Starliner…

Boeing’s Starliner overcomes leaks and engine trouble to dock with ‘the big city in the sky’

Rivian needs to sell its new revamped vehicles at a profit in order to sustain itself long enough to get to the cheaper mass market R2 SUV on the road.

Rivian’s path to survival is now remarkably clear

Featured Article

What to expect from WWDC 2024: iOS 18, macOS 15 and so much AI

Apple is hoping to make WWDC 2024 memorable as it finally spells out its generative AI plans.

3 hours ago
What to expect from WWDC 2024: iOS 18, macOS 15 and so much AI

In a research note, HSBC estimates that the Indian edtech giant Byju’s, once valued at $22 billion, is now worth nothing.

HSBC believes that $22 billion Byju’s is now worth zero

As WWDC 2024 nears, all sorts of rumors and leaks have emerged about what iOS 18 and its AI-powered apps and features have in store.

What to expect from Apple’s AI-powered iOS 18 at WWDC 2024

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 highlight indies and startups

Meta launched its Meta Verified program today along with other features, such as the ability to call large businesses and custom messages.

Meta rolls out Meta Verified for WhatsApp Business users in Brazil, India, Indonesia and Colombia

Last year, during the Q3 2023 earnings call, Mark Zuckerberg talked about leveraging AI to have business accounts respond to customers for purchase and support queries. Today, Meta announced AI-powered…

Meta adds AI-powered features to WhatsApp Business app

TikTok is testing streaks that are similar to Snapchat’s in order to boost engagement, including how long people stay on the app.

TikTok is testing Snapchat-like streaks

Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. Sign up here for free — just click TechCrunch Mobility! Your usual…

Inside Fisker’s collapse and robotaxis come to more US cities

New York-based Revel has made a lot of pivots since initially launching in 2018 as a dockless e-moped sharing service. The BlackRock-backed startup briefly stepped into the e-bike subscription business.…

Revel to lay off 1,000 staff ride-hail drivers, saying they’d rather be contractors anyway

Google says apps offering AI features will have to prevent the generation of restricted content.

Google Play cracks down on AI apps after circulation of apps for making deepfake nudes

The British retailers association also takes aim at Amazon’s “Buy Box,” claiming that Amazon manipulated which retailers were selected for the coveted placement.

UK retailers file a £1.1B collective action against Amazon over claims of data misuse

Featured Article

Rivian overhauled the R1S and R1T to entice new buyers ahead of cheaper R2 launch

Rivian has changed 600 parts on its R1S SUV and R1T pickup truck in a bid to drive down manufacturing costs, while improving performance of its flagship vehicles.  The end goal, which will play out over the coming year, is an existential one. Rivian lost about $38,784 on every vehicle…

7 hours ago
Rivian overhauled the R1S and R1T to entice new buyers ahead of cheaper R2 launch

Twitch has come up with a solution for the ongoing copyright issues that DJs encounter on the platform. The company announced Thursday a new program that enables DJs to stream…

Twitch DJs will now have to pay music labels to play songs in livestreams

Google said today it is partnering with RapidSOS, a platform for emergency first responders, to enable users to contact 911 through RCS (Rich Messaging Service).

Google partners with RapidSOS to enable 911 contact through RCS

Long before product-led growth became a buzzword, Atlassian offered free tiers for virtually all of its productivity and developer tools. Today, that mostly means free access for up to 10…

Atlassian now gives startups a year of free access

Featured Article

A social app for creatives, Cara grew from 40k to 650k users in a week because artists are fed up with Meta’s AI policies

Artists have finally had enough with Meta’s predatory AI policies, but Meta’s loss is Cara’s gain. An artist-run, anti-AI social platform, Cara has grown from 40,000 to 650,000 users within the last week, catapulting it to the top of the App Store charts. Instagram is a necessity for many artists,…

7 hours ago
A social app for creatives, Cara grew from 40k to 650k users in a week because artists are fed up with Meta’s AI policies

Google has developed a new AI tool to help marine biologists better understand coral reef ecosystems and their health, which can aid in conversation efforts. The tool, SurfPerch, created with…

Google looks to AI to help save the coral reefs

Only a few years ago, one of the hottest topics in enterprise software was ‘robotic process automation’ (RPA). It doesn’t feel like those services, which tried to automate a lot…

Tektonic AI raises $10M to build GenAI agents for automating business operations

SpaceX achieved a key milestone in its Starship flight test campaign: returning the booster and the upper stage back to Earth.

SpaceX launches mammoth Starship rocket and brings it back for the first time

There’s a lot of buzz about generative AI and what impact it might have on businesses. But look beyond the hype and high-profile deals like the one between OpenAI and…

Sirion, now valued around $1B, acquires Eigen as consolidation comes to enterprise AI tooling

Carlo Kobe and Scott Smith believed so strongly in the need for a debit card product designed specifically for Gen Zers that they dropped out of Harvard and Cornell at…

Kleiner Perkins leads $14.4M seed round into Fizz, a credit-building debit card aimed at Gen Z college students

A new app called MyGlimpact is intended not only to help people understand their environmental footprint, but why they shouldn’t feel guilty about it.

How many Earths does your lifestyle require?

Prolific Machines believes it has a way of transitioning away from molecules to something better: light.

Prolific Machines, with a $55M Series B, shines ‘light’ on a better way to grow lab proteins for food and medicine

It’s been 20 years since Shira Yevin, the lead singer of punk band Shiragirl drove a pink RV into the Vans Warped Tour grounds, the now-defunct punk rock festival notorious…

Punk singer Shira Yevin pushes for fair pay with InPink, a women-focused job marketplace

While the transport industry does use legacy software, many of these platforms are from an earlier era. Qargo hopes its newer technologies can help it leapfrog the competition.

Qargo raises $14M to digitize and decarbonize the trucking industry

When you look at how generative AI is being implemented across developer tools, the focus for the most part has been on generating code, as with Github Copilot. Greptile, an…

Greptile raises $4M to build an AI-fueled code base expert

The models tended to answer questions inconsistently, which reflects biases embedded in the data used to train the models.

Study finds that AI models hold opposing views on controversial topics

A growing number of businesses are embracing data models — abstract models that organize elements of data and standardize how they relate to one another. But as the data analytics…

Cube is building a ‘semantic layer’ for company data