Lee Fixel
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OctoML raises $28M Series B for its machine learning acceleration platform
OctoML, a Seattle-based startup that offers a machine learning acceleration platform built on top of the open-source Apache TVM compiler framework project, today announced that it has raised a $28 million Series B funding round led by Addition. Previous investors Madrona Venture Group and Amplify Partners also participated in this round, which brings the company’s total funding to $47 million. The company last raised in April 2020, when it announced its $15 million Series A round led by Amplify.
The promise of OctoML, which was founded by the team that also created TVM, is that developers can bring their models to its platform and the service will automatically optimize that model’s performance for any given cloud or edge device.
As Brazil-born OctoML co-founder and CEO Luis Ceze told me, since raising its Series A round, the company started onboarding some early adopters to its “Octomizer” SaaS platform.
Image Credits: OctoML
“It’s still in early access, but we are we have close to 1,000 early access sign-ups on the waitlist,” Ceze said. “That was a pretty strong signal for us to end up taking this [funding]. The Series B was pre-emptive. We were planning on starting to raise money right about now. We had barely started spending our Series A money — we still had a lot of that left. But since we saw this growth and we had more paying customers than we anticipated, there were a lot of signals like, ‘hey, now we can accelerate the go-to-market machinery, build a customer success team and continue expanding the engineering team to build new features.’ ”
Ceze tells me that the team also saw strong growth signals in the overall community around the TVM project (with about 1,000 people attending its virtual conference last year). As for its customer base (and companies on its waitlist), Ceze says it represents a wide range of verticals that range from defense contractors to financial services and life science companies, automotive firms and startups in a variety of fields.
Recently, OctoML also launched support for the Apple M1 chip — and saw very good performance from that.
The company has also formed partnerships with industry heavyweights like Microsoft (which is also a customer), Qualcomm and AMD to build out the open-source components and optimize its service for an even wider range of models (and larger ones, too).
On the engineering side, Ceze tells me that the team is looking at not just optimizing and tuning models but also the training process. Training ML models can quickly become costly and any service that can speed up that process leads to direct savings for its users — which in turn makes OctoML an easier sell. The plan here, Ceze tells me, is to offer an end-to-end solution where people can optimize their ML training and the resulting models and then push their models out to their preferred platform. Right now, its users still have to take the artifact that the Octomizer creates and deploy that themselves, but deployment support is on OctoML’s roadmap.
“When we first met Luis and the OctoML team, we knew they were poised to transform the way ML teams deploy their machine learning models,” said Lee Fixel, founder of Addition. “They have the vision, the talent and the technology to drive ML transformation across every major enterprise. They launched Octomizer six months ago and it’s already becoming the go-to solution developers and data scientists use to maximize ML model performance. We look forward to supporting the company’s continued growth.”
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Titan nabs $12.5M for ‘next generation’ investment management
Titan, a startup that is building a retail investment management platform aimed at millennials, has closed on $12.5 million in a Series A round led by VC heavyweight General Catalyst.
A bevy of other investors put money in the round, including Sound Ventures (actor Ashton Kutcher and Guy Oseary’s VC firm), Scribble VC, BoxGroup, Y Combinator, South Park Commons, Instagram founder Mike Krieger, Lee Fixel and others.
Titan is hoping to build on the momentum it saw in 2020, during which it grew revenue, customers and assets under management by 600%, “with effectively no marketing budget, according to co-founder Joe Percoco. The New York-based company says it’s approaching $500 million in assets under management and was cash flow positive last year.
Percoco met co-CEO Clay Gardner while the pair were at the Wharton School of the University of Pennsylvania.
“We came from two different backgrounds with respect to investing,” Percoco recalled. “He was the type that bought his first shares of stock at the ages of 11 and 12. I’m the exact opposite and couldn’t invest myself until after Goldman Sachs, where I went to work after Penn.”
Because the duo both worked in the industry, they found that friends and family were always asking them how they should manage their capital.
“We were sending them to ETFs and mutual funds in our day jobs,” Percoco said. “But we realized they did not have the same access to investing that the wealthier did.”
Frustrated with only helping the rich get richer, the pair founded Titan in 2017 with the goal of disrupting what they viewed as “an archaic industry. They’ve since built an operating system aimed at giving “everyday investors access to the types of investment products and experiences that they’ve historically been locked out of.” Or, as they describe, it a mobile version of what investment giants Fidelity and BlackRock created decades ago.
Titan’s capital management platform is designed for both accredited and unaccredited investors. The company says it provides access to services that would historically require a $1 million minimum, such as direct portfolio manager access. It charges a fee amounting to just 1% of assets, compared to the 2% – and in some cases 20% of profits – that legacy players charge.
“We believe Fidelity 2.0 will be direct-to-consumer with no walls and no black boxes,” Percoco said.
(For the unacquainted, according to Investopedia, black box accounting is the deliberate use of complex bookkeeping methodologies to make interpreting financial statements challenging and time-consuming.)
Its simplicity sets it apart. Titan chooses stocks via its “proprietary and discretionary” research process based on the principals’ previous experience.
The startup currently offers two stock-focused strategies on its platform,
One of those strategies, called Flagship, is focused on large cap growth. The other, called Opportunities, focuses on smaller, under-the-radar companies.
All clients have direct access to its investment team and investor relations via Titan’s mobile operating system. The company also offers instant deposits, personal digital vaults (or separately managed accounts), fractional share-trading, and no lock-ups.
Titan’s core customer is the young professional in the 25-35 age range.
“They’re already investing money somewhere, even if not that much of their money,” Gardner said. “But they’re well attuned to the reasons they should be… And, most asset management products remain in the Stone Age, offering 90-page prospectuses and black-box client experiences.”
As former TC editor Josh Constine explained when the company raised a $2.5 million seed round in October 2018, Titan differs from Robinhood or E*Trade, where users essentially are left to fend for themselves. But clients also have some control, unlike passive options such as Wealthfront and Betterment.
Looking ahead, Titan plans to use its new capital to scale its engineering and investment team, as well as make “significant investments” in product, marketing and operations. It also plans to launch several investment products across a variety of asset classes.
“Many legacy players are hungry to have an OS to serve more folks they historically could not,” Percoco said. “We’re getting inbounds from legacy players in the space seeking to manage capital for new generations and realizing it will shift to mobile operating systems like Titan’s. Eventually, we can enable them to build their own investment products on Titan.”
Katherine Boyle, partner at General Catalyst and Titan board member, said she was struck by Percoco and Gardner’s “deep empathy” for investors who are often overlooked — such as millennials and new investors “who have cash sitting in their checking accounts and want expert management but don’t know where to go.”
“They don’t want to be stock pickers but they don’t want a set-it-and-forget-it product,” Boyle said. “There’s another level of sophistication with actively managed products where the best managers are making investment decisions on behalf of those who can afford it. But there’s no reason why retail investors should be excluded from this model.”
She thinks Titan can capitalize on what she believes is millennials’ “deep lack of trust” in legacy institutions.
“We need new institutions like Titan to combat this lack of trust,” Boyle said. “And these new institutions need to have incentives that are aligned with their clients, not with hedge funds or banks.”
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Render raises $4.5M for its DevOps platform
Render, the winner of our Disrupt SF 2019 Startup Battlefield, today announced that it has added another $4.5 million onto its existing seed funding round, bringing total investment into the company to $6.75 million.
The round was led by General Catalyst, with participation from previous investors South Park Commons Fund and a group of angels that includes Lee Fixel, Elad Gil and GitHub CTO (and former VP of Engineering at Heroku) Jason Warner.
The company, which describes itself as a “Zero DevOps alternative to AWS, Azure and Google Cloud,” originally raised a $2.25 million seed round in April 2019, but it got a lot of inbound interest after winning the Disrupt Battlefield. In the end, though, the team decided to simply raise more money from its existing investors.
Current Render users include Cypress.io, Mux, Bloomscape, Zelos, 99designs and Stripe.
“We spoke to a bunch of people after Disrupt, including Ashton Kutcher’s firm, because he was one of the judges,” Render co-founder and CEO Anurag Goel explained. “In the end, we decided that we would just raise more money from our existing investors because we like them and it helped us get a better deal from our existing investors. And they were all super interested in continuing to invest.”
What makes Render stand out is that it fulfills many of the promises of Heroku and maybe Google Cloud’s App Engine. You simply tell it what kind of service you are going to deploy and it handles the deployment and manages the infrastructure for you.
“Our customers are all people who are writing code. And they just want to deploy this code really easily without having to worry about servers, or maintenance, or depending on DevOps teams — or, in many cases, hiring DevOps teams,” Goel said. “DevOps engineers are extremely expensive to hire and extremely hard to find, especially good ones. Our goal is to eliminate all of that work that DevOps people do at every company, because it’s very similar at every company.”
Image Credits: Render
One new feature the company is launching today is preview environments. You can think of them as disposable staging or development environments that developers can spin up to test their code — and Render promises that the testing environment will look the same as your production environment (or you can specify changes, too). Developers can then test their updates collaboratively with QA or their product and sales teams in this environment.
Development teams on Render specify their infrastructure environments in a YAML file and turning on these new preview environments is as easy as setting a flag in that file.
Image Credits: Render
“Once they do that, then for every pull request — because we’re integrated with GitHub and GitLab — we automatically spin up a copy of that environment. That can include anything you have in production, or things like a Redis instance, or managed Postgres database, or Elasticsearch instance, or obviously APIs and web services and static sites,” Goel said. Every time you push a change to that branch or pull request, the environment is automatically updated, too. Once the pull request is closed or merged, Render destroys the environment automatically.
The company will use the new funding to grow its team and build out its service. The plan, Goel tells me, is to raise a larger Series A round next year.
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Lee Fixel is already raising a massive second fund
On Friday, former Tiger Global Management investor Lee Fixel registered plans for the second fund of his new investment firm, Addition, just four months after closing the first. According to a report on Friday by the Financial Times, the outfit spent last week finalizing the fundraising for the $1.4 billion fund, which Addition reportedly doesn’t plan to begin investing until next year.
But a source close to the firm now says the capital has not been raised. That’s perhaps good news for investors who were shut out of Addition’s $1.3 billion debut fund and who might be hoping to write a check this time around.
The mere fact that Fixel is back in the market already has tongues wagging about the dealmaker, one whose reluctance to talk on the record with media outlets seems only to add to his mystique. Forbes published a lengthy piece about Fixel this summer, in which Fixel seems to have provided just one public statement, confirming the close of Addition’s first fund and adding little else. “We are excited to partner with visionary entrepreneurs, and with our 15-year fund duration, we have the patience to support our portfolio companies on their journey to build impactful and enduring businesses,” it read.
According to Forbes, that first fund — which Fixel is actively putting to work right now — intends to invest one-third of its capital in early-stage startups and two-thirds in growth-stage opportunities.
Whether that includes some of the special purpose acquisition vehicles, or SPACs, that are coming together right and left, isn’t yet known, though one imagines these might appeal to Fixel, who has long seemed to be at the forefront of new trends impacting growth-stage companies in particular. (A growing number of SPACs is right now looking to transform into public companies some of the many hundreds of richly valued private companies in the world.)
Clearer is that Addition is wasting little time in writing some big checks. Among its announced deals is Inshorts, a seven-year-old, New Delhi, India-based popular news aggregation app that last week unveiled $35 million new funding led by Fixel.
The deal represents Addition’s first India-based bet, even while Fixel knows both the country and the startup well. He previously invested in Inshorts on behalf of Tiger; he’s also credited for snatching up a big stake in Flipkart on behalf of Tiger, a move that reportedly produced $3.5 billion in profits when Flipkart sold to Walmart.
Addition also led a $200 million round last month in Snyk, a five-year-old, London-based startup that helps companies securely use open-source code. The round valued the company at $2.6 billion — more than twice the valuation it was assigned when it raised its previous round 10 months ago.
And in August, Addition led a $110 million Series D round for Lyra Health, a five-year-old, Burlingame, California-based provider of mental health care benefits for employers that was founded by former Facebook CFO David Ebersman.
A smaller check went to Temporal, a year-old, Seattle-based startup that is building an open-source, stateful microservices orchestration platform. Last week, the company announced $18.75 million in Series A funding led by Sequoia Capital, but Addition also joined the round, having been an earlier investor in the company.
According to PitchBook data, Addition has made at least 17 investments altogether.
Fixel — whose bets while at Tiger include Peloton and Spotify — isn’t running Addition single-handedly, though according to Forbes, he is the single “key man” around which the firm revolves, as well as the biggest investor in Addition’s first fund.
He has also brought aboard at least three investment principals from Wall Street and a head of data science who worked formerly for Uber (per Forbes). Ward Breeze, a longtime attorney who worked formerly in the emerging companies practice of Gunderson Dettmer, is also working with Fixel at Addition.
(Correction: An earlier version of this story reported that Fixel’s newest fund was already raised, per the FT.)
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Snyk bags another $200M at $2.6B valuation 9 months after last raise
When we last reported on Snyk in January, eons ago in COVID time, the company announced $150 million investment on a valuation of over $1 billion. Today, barely nine months later, it announced another $200 million and its valuation has expanded to $2.6 billion.
The company is obviously drawing some serious investor attention, and even a pandemic is not diminishing that interest. Addition led today’s round, bringing the total raised to $450 million with $350 million coming this year alone.
Snyk has a unique approach to security, building it into the development process instead of offloading it to a separate security team. If you want to build a secure product, you need to think about it as you’re developing the product, and that’s what Snyk’s product set is designed to do — check for security as you’re committing your build to your git repository.
With an open-source product at the top of funnel to drive interest in the platform, CEO Peter McKay says the pandemic has only accelerated the appeal of the company. In fact, the startup’s annual recurring revenue (ARR) is growing at a remarkable 275% year over year.
McKay says even with the pandemic his company has been accelerating, adding 100 employees in the last 12 months to take advantage of the increasing revenue. “When others were kind of scaling back we invested and it worked out well because our business never slowed down. In fact, in a lot of the industries it really picked up,” he said.
That’s because as many other founders have pointed out, COVID is speeding up the rate at which many companies are moving to the cloud, and that’s working to Snyk’s favor. “We’ve just capitalized on this accelerated shift to the cloud and modern cloud-native applications,” he said.
The company currently has 375 employees, with plans to add 100 more in the next year. As it grows, McKay says that he is looking to build a diverse and inclusive culture, something he learned about as he moved through his career at VMware and Veeam.
He says one of the keys at Snyk is putting every employee through unconscious bias training to help limit bias in the hiring process, and the executive team has taken a pledge to make the company’s hiring practices more diverse. Still, he recognizes it takes work to achieve these goals, and it’s always easy for an experienced team to go back to the network instead of digging deeper for a more diverse candidate pool.
“I think we’ve put all the pieces in place to get there, but I think like a lot of companies, there’s still a long way to go,” he said. But he recognizes the sooner you embed diversity into the company culture, the better because it’s hard to go back after the fact and do it.
Addition founder Lee Fixel says he sees a company that’s accelerating rapidly and that’s why he was willing to pour in so big an investment. “Snyk’s impressive growth is a signal that the market is ready to embrace a change from traditional security and empower developers to tackle the new security risk that comes with a software-driven digital world,” he said in a statement.
Snyk was founded in 2015. The founders brought McKay on board for some experienced leadership in 2018 to help lead the company through its rapid growth. Prior to the $350 million in new money this year, the company raised $70 million in 2019.
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Startups Weekly: Uber’s headline-grabbing week and sextech at SXSW
I spent the week at SXSW, Austin’s really, really huge technology, music, comedy and film festival. It’s my first year making the trek down here for the event, which I did to interview sextech entrepreneur Lora DiCarlo founder Lora Haddock, whose robotics innovation reward was infamously revoked at this year’s CES.
“I brush my teeth and I masturbate. It’s all normal,” she said, addressing the stigma surrounding female-focused pleasure tech. Haddock, during our chat, also announced the first-ever government grant for a sextech startup, a $99,637 funding for Lora DiCarlo from the state of Oregon. Lora DiCarlo plans to release its first product, the Osé, this fall.
Here’s what happened while I was wondering confused around Austin.
Uber dominated the news cycle this week; here’s the TL;DR. The ride-hailing company is probably, most likely going to unveil its S-1 next month and it’s tying up some loose ends ahead of its big IPO. Uber wants to raise roughly $1 billion at a valuation of between $5 billion and $10 billion for its autonomous vehicles unit — yes, the same one that was burning through $20 million per month. Waymo, similarly, is looking to raise outside capital for the first time for its AV efforts.
Top TPG dealmaker caught in college admissions scandal
Bill McGlashan, who built his career as a top investor at the private equity firm TPG, was fired (or maybe quit?) says the firm after he was caught up in what the Justice Department said is the largest college admissions scandal it has ever prosecuted. Even worse, McGlashan lead TPG’s social impact strategy under the Rise Fund brand, making the charges particularly damning.
HotelTonight and Slack stakeholder Accel raised $2.525 billion, sources confirm to TechCrunch; $525 million for its fourteenth early-stage fund, $1.5 billion for its fifth growth fund and $500 million for its second Leaders Fund, or a dedicated pool of capital meant to help the firm strengthen its positions on particularly competitive bets. Plus, 137 Ventures announced its fourth fund with $210 million in committed capital. The firm provides liquidity to founders and early employees of “sustainable, fast-growing, private companies.” In essence, 137 Ventures buys shares directly from employees at unicorn tech companies, like Palantir, Flexport and Airbnb.
Last week, we reported Y Combinator president Sam Altman would be stepping down to focus on OpenAI. TechCrunch’s Connie Loizos questions whether he had a positive or negative influence on the accelerator during his presidency. Altman was part of the first YC startup class in 2005 and began working part-time as a YC partner in 2011. He was ultimately made the head of the organization five years ago.
Brian O’Malley’s HotelTonight win
Forerunner Ventures general partner Brian O’Malley went long on HotelTonight and it paid off. For your weekend reading, we thought you might enjoy an oral history from O’Malley about how he stumbled upon HotelTonight and remained connected to the company across its nine-year history.
Here’s your weekly reminder to send me tips, suggestions and more to kate.clark@techcrunch.com or @KateClarkTweets.
- Drivezy is raising $100M+ at a $400M valuation, eyes US expansion
- Newsela gets $50M to expand its content repository
- AgroStar gets $27M Series C to give more Indian farmers increased crop production with data analytics
- Investing app Stash raises $65M
- Truepill, the ‘AWS for pharmacies,’ raises $10M from Initialized Capital
- Flight-hailing app BlackBird raises $10M to replace driving with flying
In an announcement that shocked VC Twitter, Tiger Global announced that Lee Fixel, whom Bill Gurley once said is one of the smartest investors on the scene, is leaving the firm at the end of June. Scott Shleifer and Chase Coleman will continue as co-managers of the portfolios Fixel has overseen, with Shleifer taking over as its head. “Lee has been a driving force behind the expansion of Tiger Global’s private equity investing activities in the United States and India, and he has distinguished himself as a world-class investor across multiple sectors and stages,” the firm stated. And on the hiring front, Canvas Ventures is expanding its team of three general partners to four with the hiring of Mike Ghaffary, a former general partner at Social Capital.
Subscribers to TechCrunch’s premium content can learn which types of startups are most often profitable.
YC demo days are coming up quick. The TechCrunch staff has been meeting with YC startups and documenting their journey through the startup accelerator. I spoke to YourChoice Therapeutics, a startup developing unisex, non-hormonal birth control, and Bottomless, which operates a direct-to-consumer coffee delivery service. TechCrunch’s Lucas Matney wrote about Jetpack Aviation, a YC startup, and its $380,000 flying motorcycle, and Adventurous, an augmented reality scavenger hunt crafted for families. TechCrunch’s Megan Rose Dickey spoke to Ysplit, which wants to make it so you never have to owe anyone money ever again.
This week on Equity, TechCrunch’s venture capital-focused podcast, where we unpack the numbers behind the headlines, Crunchbase News’ editor-in-chief Alex Wilhelm and TechCrunch’s Connie Loizos discuss Uber’s IPO and Stash’s big round. Listen here.
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