Startups
Auto Added by WPeMatico
Auto Added by WPeMatico
Riding on a wave of an explosion in the use of machine learning to power, well, just about everything is the emergence of GPUs as one of the go-to methods to handle all the processing for those operations.
But getting access to those GPUs — whether using the cards themselves or possibly through something like AWS — might still be too difficult or too expensive for some companies or research teams. So Davit Buniatyan and his co-founders decided to start Snark AI, which helps companies rent GPUs that aren’t in use across a distributed network of companies that just have them sitting there, rather than through a service like Amazon. While the larger cloud providers offer similar access to GPUs, Buniatyan’s hope is that it’ll be attractive enough to companies and developers to tap a different network if they can lower that barrier to entry. The company is launching out of Y Combinator’s Summer 2018 class.
“We bet on that there will always be a gap between mining and AWS or Google Cloud prices,” Buniatyan said. “If the mining will be [more profitable than the cost of running a GPU], anyone can get into AWS and do mining and be profitable. We’re building a distributed cloud computing platform for clients that can easily access the resources there but are not used.”
The startup works with companies with a lot of spare GPUs that aren’t in use, such as gaming cloud companies or crypto mining companies. Teams that need GPUs for training their machine learning models get access to the raw hardware, while teams that just need those GPUs to handle inference get access to them through a set of APIs. There’s a distinction between the two because they are two sides to machine learning — the former building the model that the latter uses to execute some task, like image or speech recognition. When the GPUs are idle, they run mining to pay the hardware providers, and Snark AI also offers the capability to both mine and run deep learning inference on a piece of hardware simultaneously, Buniatyan said.
Snark AI matches the proper amount of GPU power to whatever a team needs, and then deploys it across a network of distributed idle cards that companies have in various data centers. It’s one way to potentially reduce the cost of that GPU over time, which may be a substantial investment initially but get a return over time while it isn’t in use. If that’s the case, it may also encourage more companies to sign up with a network like this — Snark AI or otherwise — and deploy similar cards.
There’s also an emerging trend of specialized chips that focus on machine learning or inference, which look to reduce the cost, power consumption or space requirements of machine learning tasks. That ecosystem of startups, like Cerebras Systems, Mythic, Graphcore or any of the other well-funded startups, all potentially have a shot at unseating GPUs for machine learning tasks. There’s also the emergence of ASICs, customized chips that are better suited to tasks like crypto mining, which could fracture an ecosystem like this — especially if the larger cloud providers decide to build or deploy something similar (such as Google’s TPU). But this also means that there’s room to potentially create some new interface layer that can snap up all the leftovers for tasks that companies might need, but don’t necessarily need bleeding-edge technology like that from those startups.
There’s always going to be the same argument that was made for Dropbox prior to its significant focus on enterprises and collaboration: the price falls dramatically as it becomes more commoditized. That might be especially true for companies like Amazon and Google, which have already run that playbook, and could leverage their dominance in cloud computing to put a significant amount of pressure on a third-party network like Snark AI. Google also has the ability to build proprietary hardware like the TPU for specialized operations. But Buniatyan said the company’s focus on being able to juggle inference and mining, in addition to keeping that cost low for idle GPUs of companies that are just looking to deploy, should keep it viable, even amid a changing ecosystem that’s focusing on machine learning.
Powered by WPeMatico
Grubhub announced this morning that it’s agreed to acquire LevelUp for $390 million cash.
Founder and CEO Matt Maloney told me that while previous Grubhub acquisitions like Eat24 were designed to give the company’s delivery business more scale, “This is kind of a different acquisition. It’s a product and strategic positioning acquisition.”
LevelUp is based in Boston, offering a platform to manage digital ordering, payments and loyalty, with customers like KFC, Taco Bell Pret a Manger, Potbelly and Bareburger. Maloney said that buying the company allows Grubhub to deepen its integration with restaurants’ point-of-sale systems. That, in turn, will allow them to handle more deliveries.
At the same time, Maloney said LevelUp can help Grubhub build a restaurant platform that goes beyond delivery, for example by managing their customer interactions across mobile and the web.
“We want to help restaurants actively engage with their diners,” Maloney said. “This is a huge step in that direction.”
Once the regulatory waiting period is over, the entire LevelUp team will be joining Grubhub, with founder and CEO Seth Priebatsch reporting to Maloney — who said that in the short term, he plans to change very little, aside from the POS integrations. Even in the long term, he suggested that LevelUp could continue to operate as its own brand within the larger Grubhub platform.
“They’re doing something really well and we don’t want to screw that up,” he said. “We want to make as little change as possible, until we all understand how we’re better working together.”
The LevelUp platform was launched in 2011, and the company has raised around $108 million in total funding, according to Crunchbase. Investors include Highland Capital, GV, Balderton Capital, Deutsche Telecom Strategic Investments, Continental Advisors, Transmedia Capital and U.S. Boston Capital.
“For the last seven years, we have worked to provide restaurant clients with a complete solution to engage customers, and this agreement is the biggest and most exciting step in achieving that mission,” Priebatsch said in a statement provided by Grubhub. “After close, the entire team will remain in Boston and our office will become Grubhub’s newest center of technology excellence.”
The announcement came as part of Grubhub’s second quarter earnings release, which saw the company grow active diners by 70 percent year-over-year, to 15.6 million, while revenue increased 51 percent, to $240 million.
Powered by WPeMatico
PicsArt, the company behind the photo-editing app of the same name, has hired Tammy Nam as its first chief operating officer.
Nam was most recently the CEO of Viki, the Rakuten-acquired video streaming service, and before that served as a marketing executive at Viki, Scribd and Slide.
PicsArt said Nam will report to founder and CEO Hovhannes Avoyan, and that she will oversee all aspects of the business except for product and engineering.
“PicsArt has grown organically so far, but our next big opportunity is in directing this growth through the right market development, community engagement and revenue channels,” Avoyan said in the announcement. “In addition to her proven operational experience in both consumer advertising and subscription-based businesses, Tammy adds deep bench strength in market, brand and community development — areas that will be critical for us moving forward.”
The company announced last year that it’s reaching 100 million monthly active users. Nam told me she was particularly impressed that it achieved that growth without significant marketing spend.
“I understand what it takes to grow quickly, but also thoughtfully,” she said. “Because of my background, the CEO and the board felt like I would be a great match to [help PicsArt] reach the next 200 million, the next 500 million users.”

Asked what thoughtful growth looks like for PicsArt, Nam said it means not just growing at any cost, but also considering things like revenue and the different communities using the app. She said she’s trying to examine the company’s structure to ensure it can “maximize efficiencies towards these big goals.”
“It will continue to grow organically, but the branding, the user development will definitely evolve,” she added. “There’s a sea of companies that play in our space … How do you stand out? And how do you stay relevant?”
Nam also said that she’ll be looking at PicsArt’s opportunities for international growth. Not that the company has been neglecting the world beyond the United States — China is its fastest-growing market and already one of its top countries for revenue. (The company says it recently became profitable following the launch of its PicsArt Gold subscription.)
Nam suggested that PicsArt can move into new markets without competing with the dominant social media platforms, because it’s “agnostic” in terms of where users publish their edited photos.
“It’s completely lowered the barrier,” she said. “It used to be you had to know Photoshop. Now it’s so easy to create professional-looking photos, images and soon animations, videos, etc. Everyone is a creator.”
Powered by WPeMatico
Knock Knock, a startup building games for platforms like Facebook Messenger and WeChat, is announcing that it has raised $2 million in seed funding.
The goal isn’t to build interactive chat fiction, but rather fully fledged mobile games that are accessed from messaging apps, while also taking advantages of the opportunities offered by incorporating messaging and chatbots into the game mechanics.
“This is the most frictionless an experience can get,” said CEO Andrew Friday. “There’s no download, it’s hooked up to a fast messaging medium that you’re already using and people can bring their friends into the experience seamlessly.”
Friday was a senior product manager for chat games at Zynga, while his co-founder Andrew N. Green was previously the head of business operations at TinyCo. They plan to release their first game for Facebook Messenger later this year, and then a WeChat title in early 2019.
When I asked if there are any specific genres that will do best on messaging, Friday suggested that there’s actually “an embarrassment of riches.”
“Most great mobile game genres, and game genres in general, are good for the platform,” he said. “It’s just that if you try to just port those designs to the platform, it’s not going to work. If you rethink or reimagine these mechanics, how they would work best, how they would be most fun on the platform, there are so many genres that can work on chat.”
He also suggested that compared to FRVR, another recently funded startup looking to build chat games, Knock Knock is less focused on “hypercasual” games and instead taking “a deeper, more thoughtful approach.” Although thoughtfulness and depth are relative — Friday suggested that Knock Knock could still create the initial versions of its games in 90 days.
The funding was led by Raine Ventures, with participation from London Venture Partners, Ludlow Ventures and Gregory Milken.
“Knock Knock has the potential to usher in the next wave of chat games that will redefine the market,” said Courtney Favreau, a venture capital partner at Raine, in the funding announcement. “The founding team has an impressive track record in the mobile and chat gaming spaces and we’re very excited to help them bring their vision to life.”
Powered by WPeMatico
Traditionally, companies have gathered data from a variety of sources, then used spreadsheets and dashboards to try and make sense of it all. Outlier wants to change that and deliver a handful of insights right to your inbox that matter most for your job, company and industry. Today the company announced a $6.2 million Series A to further develop that vision.
The round was led by Ridge Ventures with assistance from 11.2 Capital, First Round Capital, Homebrew, Susa Ventures and SV Angel. The company has raised over $8 million.
The startup is trying to solve a difficult problem around delivering meaningful insight without requiring the customer to ask the right questions. With traditional BI tools, you get your data and you start asking questions and seeing if the data can give you some answers. Outlier wants to bring a level of intelligence and automation by pointing out insight without having to explicitly ask the right question.
Company founder and CEO Sean Byrnes says his previous company, Flurry, helped deliver mobile analytics to customers, but in his travels meeting customers in that previous iteration, he always came up against the same question: “This is great, but what should I look for in all that data?”
It was such a compelling question that after he sold Flurry in 2014 to Yahoo for more than $200 million, that question stuck in the back of his mind and he decided to start a business to solve it. He contends that the first 15 years of BI was about getting answers to basic questions about company performance, but the next 15 will be about finding a way to get the software to ask good questions based on the huge amounts of data.
Byrnes admits that when he launched, he didn’t have much sense of how to put this notion into action, and most people he approached didn’t think it was a great idea. He says he heard “No” from a fair number of investors early on because the artificial intelligence required to fuel a solution like this really wasn’t ready in 2015 when he started the company.
He says that it took four or five iterations to get to today’s product, which lets you connect to various data sources, and using artificial intelligence and machine learning delivers a list of four or five relevant questions to the user’s email inbox that points out data you might not have noticed, what he calls “shifts below the surface.” If you’re a retailer that could be changing market conditions that signal you might want to change your production goals.
Outlier email example. Photo: Outlier
The company launched in 2015. It took some time to polish the product, but today they have 14 employees and 14 customers including Jack Rogers, Celebrity Cruises and Swarovski.
This round should allow them to continuing working to grow the company. “We feel like we hit the right product-market fit because we have customers [generating] reproducible results and really changing the way people use the data,” he said.
Powered by WPeMatico
To Clark Valberg, the screen is the most important place in the world. And he’s not the only one who thinks so. It isn’t just tech companies spending their money on design. The biggest brands in the world are pouring money into their digital presence, for many, the first step is InVision.
InVision launched back in 2011 with a simple premise: What if, instead of the back-and-forth between designers and engineers and executives, there was a program that let these interested parties collaborate on a prototype?
The first iteration simply let designers build out prototypes, complete with animations and transitions, so that engineers didn’t spend time building things that would only change later.
As that tool grew, InVision realized that it was in conversation with designers across the industry, and that it hadn’t yet fixed one of their biggest pain points. That’s why, in 2017, InVision launched Studio, a design platform that was built specifically for designers building products.
Alongside Studio, InVision also launched its own app store for design programs to loop into the larger InVision platform. And the company also launched a fund to invest in early-stage design companies.
The idea here is to become the Salesforce of the design world, with the entire industry centering around this company and its various offerings.
InVision has raised more than $200 million, and serves 4 million users, including 80 percent of the Fortune 500. We’re absolutely thrilled to have Clark Valberg, InVision cofounder and CEO, join us at Disrupt SF in September.
The full agenda is here. Passes for the show are available at the Early-Bird rate until July 25 here.
Powered by WPeMatico
The fields of computer vision and VR are difficult. But a new company, Send Reality, is entering the race. The Y Combinator-backed company is looking to offer full 3D-modeling for virtual walkthroughs of real estate listings.
Founder and CEO Andrew Chen said he was the kid back in middle school and high school that spent hours walking around the streets of Paris, NYC and SF on Google Streetview.
“The thing I always wanted was to walk through the inside of all the interesting places of the world,” said Chen. “90 percent of the world’s most interesting physical content is inside, but I couldn’t do that.”
Chen explained that the field of computer vision has been able to make substantial technical breakthroughs, now allowing companies like Send Reality to create a videogame-style replica of the world.
For now, however, Send Reality is focused on luxury residential real estate.
Here’s how it works:
Send Reality sends photographers out to the listing with an iPad, a $250 commodity depth sensor, and a specialized Send Reality app. These photographers take hundreds of thousands of photos, and the Send Reality technology stitches those photos together to create a complete 3D model, as shown in the above .gif.
Chen says that what makes Send Reality tech special is how efficiently it’s able to stitch together these photos, explaining that the company can put together over 100K photos in the same time it takes for top academic labs in the world to put together 5,000.
“What this means is that the 3D models we create are so much more realistic than anything else anyone else has made,” said Chen.
For the luxury residential market that Send Reality is currently targeting, most listings are put up on their own website. Given this is still in beta, the numbers on Send Reality demoes are still rough. But Chen says that listing websites that include the Send Reality product see a 5x to 10x increase in the amount of time people spend on the website, with 75 percent to 80 percent of that extra time spent directly in the Send Reality viewer.
Send Reality sells directly to realtors, offering the product for $500 to $800 depending on the size and complexity of the home. In the future, the company can bring down that price point by allowing realtors to scan the home themselves from their own smartphone.
Send Reality has received funding from Y Combinator .
Powered by WPeMatico
Rescale, the startup that wants to bring high performance computing to the cloud, announced a $32 million Series B investment today led by Initialized Capital, Keen Venture Partners and SineWave Ventures.
They join a list of well-known early investors that included Sam Altman, Jeff Bezos, Richard Branson, Paul Graham, Ron Conway, Chris Dixon, Peter Thiel and others. Today’s investment brings the total amount raised to $52 million, according to the company.
Rescale works with engineering, aerospace, scientific and other verticals and helps them move their legacy high performance computing applications to the cloud. The idea is to provide a set of high performance computing resources, whether that’s on prem or in the cloud, and help customers tune their applications to get the maximum performance.
Traditionally HPC has taken place on prem in a company’s data center. These companies often have key legacy applications they want to move to the cloud and Rescale can help them do that in the most efficient manner, whether that involves bare metal a virtual machine or a container.
“We help take a portfolio of [legacy] applications running on prem and help enable them in the cloud or in a hybrid environment. We tune and optimize the applications on our platform and take advantage of capital assets on prem, then we help extend that environment to different cloud vendors or tune to best practices for the specific application,” company CEO and co-founder Joris Poort explained.
Photo: Rescale
Ben Verwaayen, who is a partner at one of the lead investors, Keen Venture Partners, sees a company going after a large legacy market with a new approach. “The market is currently 95% on-premise, and Rescale supports customers as they move to hybrid and eventually to a fully cloud native solution. Rescale helps CIOs enable the digital transformation journey within their enterprise, to optimize IT resources and enable meaningful productivity and cost improvements,” Verwaayen said in a statement.
The new influx of cash should help Rescale, well, scale, and that will involve hiring more developers, solutions architects and the like. The company wants to also use the money to expand its presence in Asia and Europe and establish relationships with systems integrators, who would be a good fit for a product like this and help expand their market beyond what they can do as a young startup.
The company, which is based in San Francisco, was founded in 2011 and has 80 employees. They currently have 150 customers including Sikorsky Innovation, Boom Aerospace and Trek Bikes.
Powered by WPeMatico
Doughbies should have been a bakery, not a venture-backed startup. Founded in the frothy days of 2013 and funded with $670,000 by investors, including 500 Startups, Doughbies built a same-day cookie delivery service. But it was never destined to be capable of delivering the returns required by the VC model that depends on massive successes to cover the majority of bets that fail. The startup became the butt of jokes about how anything could get funding.
This weekend, Doughbies announced it was shutting down immediately. Surprisingly, it didn’t run out of money. Doughbies was profitable, with 36 percent gross margins and 12 percent net profit, co-founder and CEO Daniel Conway told TechCrunch. “The reason we were able to succeed, at this level and thus far, is because we focused on unit economics and customer feedback (NPS scoring). That’s it.”

Many other startups in the on-demand space missed that memo and vaporized. Shyp mailed stuff for you and Washio dry cleaned your clothes, until they both died sudden deaths. Food delivery has become a particularly crowded cemetery, with Sprig, Maple, Juicero and more biting the dust. Asked his advice for others in the space, Conway said to “Make sure your business makes sense — that you’re making money, and make sure your customers are happy.”
Doughbies certainly did that latter. They made one of the most consistently delicious chocolate chip cookies in the Bay Area. I had them cater our engagement party. At roughly $3 per cookie plus $5 for delivery, it was pricey compared to baking at home, but not outrageous given SF restaurant rates. From its launch at 500 Startups Demo Day with an “Oprah” moment where investors looked beneath their seats to find Doughbies waiting for them, it cared a lot about the experience.

But did it make sense for a bakery to have an app and deliver on-demand? Probably not. There was just no way to maintain a healthy Doughbies habit. You were either gunning for the graveyard yourself by ordering every week, or like most people you just bought a few for special occasions. Startups like Uber succeed by getting people to routinely drop $30 per day, not twice a year. And with the push for nutritious and efficient offices, it was surely hard for enterprise customers to justify keeping cookies stocked.
Flanked by Instacart and Uber Eats, there weren’t many ripe adjacent markets for Doughbies to conquer. It was stuck delivering baked goods to customers who were deterred from growing their cart size by a sense of gluttony.
Without stellar growth or massive sales volumes, there aren’t a lot of exciting challenges to face for people like Conway and his co-founder Mariam Khan. “Ultimately we shut down because our team is ready to move on to something new,” Conway says.
The startup just emailed customers explaining that “We’re currently working on finding a new home for Doughbies, but we can’t make any promises at this time.” Perhaps a grocery store or broader food company will want its logistics technology or customer base. But delivery is a brutal market to break into, dominated by those like Uber who’ve built economies of scale through massive fleets of drivers to maximize routing efficiency.
In the end, Doughbies was a lifestyle business. That’s not a dirty word. A few co-founders with a dream can earn a respectable living doing what they care about. But they have to do it lean, without the advantage of deep-pocketed investors.
As soon as a company takes venture funding, it’s under pressure to deliver adequate returns. Not 2X or 5X, but 10X, 100X, even 1,000X what they raise. That can lead to investors breathing down their neck, encouraging big risks that could tank the business just for a shot at those outcomes. Two years ago we saw a correction hit the ecosystem, writing down the value of many startups, and we continue to see the ripple effect as companies funded before hit the end of their runway.
Desperate for cash, founders can accept dirty funding terms that screw over not just themselves, but their early employees and investors. FanDuel raised more than $416 million at a peak valuation of $1.3 billion. But when it sold for $465 million, the founders and employees received zero as the returns all flowed to the late-stage investors who’d secured non-standard liquidation preferences. After nearly 10 years of hard work, the original team got nothing.
Not every business is a startup. Not every startup is a rocket ship. It takes more than just building a great product to succeed. It can require suddenly cutting costs to become profitable before you run out of funding. Or cutting ambitions and taking less cash at a lower valuation so you can realistically hit milestones. Or accepting a low-ball acquisition offer because it’s better than nothing. Or not raising in the first place, and building up revenues the old-fashioned way so even modest growth is an accomplishment.
Investors are often rightfully blamed for inflating the bubble, pushing up raises and valuations to lure startups to take their money instead of someone else’s. But when it comes to deciding what could be a fast-growing business, sometimes its the founders who need the adjustment.
Powered by WPeMatico
Xage (pronounced Zage), a blockchain security startup based in Silicon Valley, announced a $12 million Series A investment today led by March Capital Partners. GE Ventures, City Light Capital and NexStar Partners also participated.
The company emerged from stealth in December with a novel idea to secure the myriad of devices in the industrial internet of things on the blockchain. Here’s how I described it in a December 2017 story:
Xage is building a security fabric for IoT, which takes blockchain and synthesizes it with other capabilities to create a secure environment for devices to operate. If the blockchain is at its core a trust mechanism, then it can give companies confidence that their IoT devices can’t be compromised. Xage thinks that the blockchain is the perfect solution to this problem.
It’s an interesting approach, one that attracted Duncan Greatwood to the company. As he told me in December his previous successful exits — Topsy to Apple in 2013 and PostPath to Cisco in 2008 — gave him the freedom to choose a company that really excited him for his next challenge.
When he saw what Xage was doing, he wanted to be a part of it, and given the unorthodox security approach the company has taken, and Greatwood’s pedigree, it couldn’t have been hard to secure today’s funding.
The Industrial Internet of Things is not like its consumer cousin in that it involves getting data from big industrial devices like manufacturing machinery, oil and gas turbines and jet engines. While the entire Internet of Things could surely benefit from a company that concentrates specifically on keeping these devices secure, it’s a particularly acute requirement in industry where these devices are often helping track data from key infrastructure.
GE Ventures is the investment arm of GE, but their involvement is particularly interesting because GE has made a big bet on the Industrial Internet of Things. Abhishek Shukla of GE Ventures certainly saw the connection. “For industries to benefit from the IoT revolution, organizations need to fully connect and protect their operation. Xage is enabling the adoption of these cutting edge technologies across energy, transportation, telecom, and other global industries,” Shukla said in a statement.
The company was founded just last year and is based in Palo Alto, California.
Powered by WPeMatico