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Tecton.ai emerges from stealth with $20M Series A to build machine learning platform
Three former Uber engineers, who helped build the company’s Michelangelo machine learning platform, left the company last year to form Tecton.ai and build an operational machine learning platform for everyone else. Today the company announced a $20 million Series A from a couple of high-profile investors.
Andreessen Horowitz and Sequoia Capital co-led the round with Martin Casado, general partner at a16z and Matt Miller, partner at Sequoia joining the company board under the terms of the agreement. Today’s investment combined with the seed they used to spend the last year building the product comes to $25 million. Not bad in today’s environment.
But when you have the pedigree of these three founders — CEO Mike Del Balso, CTO Kevin Stumpf and VP of Engineering Jeremy Hermann all helped build the Uber system — investors will spend some money, especially when you are trying to solve a difficult problem around machine learning.
The Michelangelo system was the machine learning platform at Uber that looked at things like driver safety, estimated arrival time and fraud detection, among other things. The three founders wanted to take what they had learned at Uber and put it to work for companies struggling with machine learning.
“What Tecton is really about is helping organizations make it really easy to build production-level machine learning systems, and put them in production and operate them correctly. And we focus on the data layer of machine learning,” CEO Del Balso told TechCrunch.
Image Credit: Tecton.ai
Del Balso says part of the problem, even for companies that are machine learning-savvy, is building and reusing models across different use cases. In fact, he says the vast majority of machine learning projects out there are failing, and Tecton wanted to give these companies the tools to change that.
The company has come up with a solution to make it much easier to create a model and put it to work by connecting to data sources, making it easier to reuse the data and the models across related use cases. “We’re focused on the data tasks related to machine learning, and all the data pipelines that are related to power those models,” Del Balso said.
Certainly Martin Casado from a16z sees a problem in search of a solution and he likes the background of this team and its understanding of building a system like this at scale. “After tracking a number of deep engagements with top ML teams and their interest in what Tecton was building, we invested in Tecton’s A alongside Sequoia. We strongly believe that these systems will continue to increasingly rely on data and ML models, and an entirely new tool chain is needed to aid in developing them…,” he wrote in a blog post announcing the funding.
The company currently has 17 employees and is looking to hire, particularly data scientists and machine learning engineers, with a goal of 30 employees by the end of the year.
While Del Balso is certainly cognizant of the current economic situation, he believes he can still build this company because he’s solving a problem that people genuinely are looking for help with right now around machine learning.
“From the customers we’re talking to, they need to solve these problems, and so we don’t see things slowing down,” he said.
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5 top gaming investors explain how the pandemic is reshaping MMOs and social games
Now that the COVID-19 pandemic has forced millions into isolation, video games are seeing a surge in usage as people seek entertainment and social interaction.
When we surveyed gaming-focused VCs in October, Andreessen Horowitz partner Jonathan Lai predicted that “next-generation games will be bigger than anything we’ve seen yet,” eventually reaching “Facebook scale.” This month, when we asked 17 VCs how this era would impact consumer startups, gaming was one of the top verticals they named.
We wanted to learn more about how the venture community thinks about the future of this sector, so we asked five experienced gaming investors about where they do — and don’t — see new opportunities within this trend:
- Kevin Zhang, Upfront Ventures
- Ryann Lai, Makers Fund
- Shanti Bergel, Transcend Fund
- Bertrand Vernizeau, Game Seer Venture Partners
- Siamac Kamalie, Skycatcher
Below are their responses, edited for space and clarity. We’ll follow up with surveys on other gaming categories in the next couple of weeks.
And if you’re interested in understanding the challenges for gaming companies aiming to become next-generation social platforms, be sure to read my eight-part series on virtual worlds.
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Checkly raises $2.25M seed round for its monitoring and testing platform
Checkly, a Berlin-based startup that is developing a monitoring and testing platform for DevOps teams, today announced that it has raised a $2.25 million seed round led by Accel. A number of angel investors, including Instana CEO Mirko Novakovic, Zeit CEO Guillermo Rauch and former Twilio CTO Ott Kaukver, also participated in this round.
The company’s SaaS platform allows developers to monitor their API endpoints and web apps — and it obviously alerts you when something goes awry. The transaction monitoring tool makes it easy to regularly test interactions with front-end websites without having to actually write any code. The test software is based on Google’s open-source Puppeteer framework and to build its commercial platform, Checkly also developed Puppeteer Recorder for creating these end-to-end testing scripts in a low-code tool that developers access through a Chrome extension.
The team believes that it’s the combination of end-to-end testing and active monitoring, as well as its focus on modern DevOps teams, that makes Checkly stand out in what is already a pretty crowded market for monitoring tools.
“As a customer in the monitoring market, I thought it had long been stuck in the 90s and I needed a tool that could support teams in JavaScript and work for all the different roles within a DevOps team. I set out to build it, quickly realizing that testing was equally important to address,” said Tim Nolet, who founded the company in 2018. “At Checkly, we’ve created a market-defining tool that our customers have been demanding, and we’ve already seen strong traction through word of mouth. We’re delighted to partner with Accel on building out our vision to become the active reliability platform for DevOps teams.”
Nolet’s co-founders are Hannes Lenke, who founded TestObject (which was later acquired by Sauce Labs), and Timo Euteneuer, who was previously Director Sales EMEA at Sauce Labs.
Tthe company says that it currently has about 125 paying customers who run about 1 million checks per day on its platform. Pricing for its services starts at $7 per month for individual developers, with plans for small teams starting at $29 per month.
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SkyCell raises $62M for smart containers and analytics to transport pharmaceuticals
While human travel has become severely restricted in recent months, the movement of goods has remained a constant priority — and in some cases, has become even more urgent. Today, a startup out of Switzerland that builds hardware and operates a logistics network designed to transport one item in particular — pharmaceuticals — is announcing a significant round to fuel its growth.
SkyCell — a designer of “smart containers” powered by software to maintain constant conditions for drugs that need to be kept at strict temperatures, humidity levels, and levels of vibration, which are in turn used to transport pharmaceuticals around the globe on behalf of drug companies — is today announcing. that it has raised $62 million in growth funding.
This latest round is being led by healthcare investor MVM Partners, with participation also from family offices, a Swiss insurance company that declined to be named, as well as previous investors the Swiss Entrepreneurs Fund (managed by Credit Suisse and UBS), and the BCGE Bank’s growth fund.
The company was founded in 2012 Switzerland when Richard Ettl and Nico Ros were tasked to design a storage facility for one of the big Swiss pharma giants. The exec charged with overseeing the project brainstormed that the work they were putting in could potentially be applied to transportation containers, and thus SkyCell was born.
Today, Ettl (who is the CEO, while Ros is the CTO), said in an interview that the company now works with eight of the world’s biggest pharmaceutical companies and has been in validation trials with a further seven. These use SkyCell’s network of some 22,000 air freight pallets to move their products around the world.
The new capital will be used to expand that reach further, specifically in the U.S. and Asia, and to double its fleet to become the biggest pharmaceutical transportation company globally. With 30 of the 50 biggest-selling drugs in the world being temperature sensitive (and some generics for one of the biggest-selling, the arthritis medication Humira, now also coming out), this makes for a huge opportunity.
And unsurprisingly, several of SkyCell’s customers are working on COVID-19 medications, Ettl said, either to help ease symptoms or potentially to vaccinate or eradicate the virus, and so it’s standing at the ready to play a role in getting drugs to where they need to be.
“We are well positioned in case there is a vaccine developed. Out of the six pharma companies developing these right now, four of them are our customers, so there is a high likelihood we would transport something,” Ettl said.
For now, he said SkyCell has been involved in helping to transport “supportive” medications related to the outbreak, such as flu shots to make sure people are not falling ill with other viral infections at the same time.
SkyCell is not disclosing its valuation but we understand that it’s in the many hundreds of millions of dollars. The company had raised some $36 million in equity and debt before this, bringing the total outside funding now to $98 million.
In a market that’s estimated to be worth some $2.8 billion annually and growing at a rate of between 15% and 20% each year, there are a number of freight businesses that focus on the transportation of pharmaceuticals. They include not only freight companies but airlines themselves, which often buy in containers from third parties. (And for some more context, one of its competitors, Envirotainer, was acquired for over $1 billion in 2918; while another, CSafe, has raised significantly more funding.)
But there was virtually no innovation in the market, and most pharmaceutical companies factored in failure rates of between 4% and 12% depending on where the drugs were headed.
One key differentiator with SkyCell has been its containers, which are able to withstand temperatures as high as 60 degrees Celsius or as low as negative 10 degrees Celsius, and have tracking on them to better monitor their movements from A to B.
These came to the market at a time when incumbents were only able to (and some still are only able to) guarantee insulation for temperatures as high as 40 degrees, which was not as pressing an issue in the past as it is today, in part because of rising temperatures around the globe, and in part because of the growing sophistication of pharmaceuticals.
“We’ve found that the number of days where [one has to consider] temperature extremes has been going up,” Ettl said. “Last year, we had 30 days where it was warmer than 40 degrees Celsius across our network of countries.”
On top of the containers themselves, SkyCell has built a software platform that taps into the kind of big data analytics that are now part and parcel of how modern companies in the logistics industry work today, in order to optimise movement and best routing for packages.
The conditions it considers include not only the obvious ones around temperature, humidity and vibration, but distance and time of travel, as well as overall carbon emissions. SkyCell claims that its failure rate comes out at less than 0.1%, with CO2 emissions reduced by almost half on a typical shipment.
Together, the hardware and software are covered by some 100 patents, the company says.
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Qoala raises $13.5M to grow its insurance platform in Indonesia
Online lending firms might be beginning to feel the heat of the coronavirus pandemic in Southeast Asia, but investors’ faith in digital insurance startups remains unflinching in the region.
Jakarta-based Qoala has raised $13.5 million in its Series A financing round, the one-year-old startup said Tuesday. Centauri Fund, a joint venture between funds from South Korea’s Kookmin Bank and Telkom Indonesia, led the round.
Sequoia India, Flourish Ventures, Kookmin Bank Investments, Mirae Asset Venture Investment, Mirae Asset Sekuritas and existing investors MassMutual Ventures Southeast Asia, MDI Ventures, SeedPlus and Bank Central Asia’s Central Capital Ventura participated in the round, which pushes the startup’s to-date raise to $15 million.
Qoala works with leading insurers including AXA Mandiri, Tokio Marine, Great Eastern to offer customers cover against phone display damage, e-commerce logistics and hotel-quality checks. The startup says it offers personalized products to customers and eases the burden while making claims by allowing them to upload pictures.
The startup maintains partnership with several e-commerce firms including Grabkios, JD.ID, Shopee and Tokopedia and hotel and travel booking firms PegiPegi and RedBus.
It uses machine learning to detect fraud claims. It’s a win-win scenario for customers, who can make claims easily and have more affordable and sachet insurance products to buy, and for insurers, who can reach more customers.
Qoala processes more than 2 million policies each month, up from 7,000 in March last year. The startup said it is working on insurance products to cover health and peer-to-peer categories. The startup, which employs about 150 people currently, plans to double its headcount in a year.
“As a relatively new entrant in the space we are delighted to partner with leading global investors whose tremendous thought leadership as well as operational experience will allow us to maintain our innovative edge. This truly demonstrates the ecosystem’s belief in what Qoala is trying to achieve — humanizing insurance and making it accessible and affordable to all,” said Harshet Lunani, founder and chief executive of Qoala, in a statement.
Kenneth Li, managing partner at Centauri Fund, said Qoala’s multi-channel approach has the potential to unlock Indonesia’s untapped insurance industry.
“Our thesis identified that Indonesia has a considerably low gross written premium (GWP) to GDP ratio in comparison to other emerging countries, coupled with the large growing middle class in need of more security in their financial planning which allows immense potential for the insurance sector to take off in Indonesia through innovative propositions,” he added.
According to one estimate (PDF), Southeast Asia’s digital insurance market is currently valued at $2 billion and is expected to grow to $8 billion by 2025. Last week, Singapore-based Igloo extended its Series A financing round to add $8.2 million to it.
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A full-time VC & part-time ER doctor shares his thoughts on COVID-19
An emergency room physician for the past 12 years, Dr. Robert Mittendorff joined Norwest Venture Partners eight years ago as a healthcare investor; the firm invests in a number of healthcare startups, including Talkspace, which raised a $50 million Series D last year, and TigerConnect.
As the COVID-19 pandemic spreads, Mittendorff is spending his weekdays with portfolio companies and weekends working with Kaiser Permanente in San Francisco. While he notes that his medical colleagues are “bearing the brunt” of the pandemic by working full time, we wanted to hear from someone who has a foot in both the investing and the healthcare world right now.
In this interview, he discusses what he’s learned from both roles, how it has influenced his healthcare investments, and offers his predictions regarding which companies will fare the best in the future.
This interview has been edited for length and clarity.
TechCrunch: How did you get to where you are today?
Dr. Robert Mittendorff: So, my journey to being a venture capitalist at Norwest and investing in healthcare companies as well as an emergency physician was really a parallel set of paths that overlapped and that cross every once in a while and now usually on a daily basis.
I started off life as a biomedical engineer really focused on wanting to be on the side of innovation and on the development of technologies to help human health. I knew early on that I wanted to be on the business side [of that], but it was important for me to understand and really be deeply in touch with what it was like to be a provider.
The journey started out going to engineering school, medical school, and then business school in the middle of medical school. I trained at Stanford, which really exposed me to county hospitals, which are probably going to be the more challenging situations as the weeks go on here, and then to Kaiser Permanente. And then, of course, Stanford, I was exposed to San Francisco General and then the Santa Clara Valley Hospital. I always practice part-time following up so it’s been 12 years as an attending, practicing part-time as an emergency physician.
In the venture space I saw an opportunity to really help select entrepreneurs and markets to grow them to a higher impact state.
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Oriente raises $50 million to continue building its infrastructure for digital financial services
Oriente, a Hong Kong-based startup that develops tech infrastructure for digital credit and other online financial services, has raised $50 million for its ongoing Series B round. The funding was led by Peter Lee, co-chairman of Henderson Land, one of Hong Kong’s largest property developers, with participation from investors including website development platform Wix.com.
Launched in 2017 by Geoff Prentice (one of Skype’s co-founders), Hubert Tai and Lawrence Chu, Oriente focuses on markets that are underserved by traditional financial institutions. The new funding will be used for growth in Oriente’s existing markets, the Philippines and Indonesia, and expansion into new countries, including Vietnam.
It will also be used to continue building Oriente’s technology, which uses big data analytics to help merchants increase sales conversions and lower risk. Oriente has now raised more than $160 million in equity and debt, including a $105 million round in November 2018.
While many large tech companies, including Grab, Google, Facebook, Amazon, Uber, Apple and Samsung, are looking at digital payments and other online financial services, they need the tech infrastructure to do so, and partners that can also help them handle regulations in different markets.
Oriente doesn’t compete with payment providers. Instead, it is “innovating credit as a service,” Prentice told TechCrunch, by building technology that allows offline and online merchants to launch digital credit solutions quickly.
Oriente “is the only company that is focusing on building an end-to-end digital financial services infrastructure,” he added, with services created for consumers, online and offline merchants, and enterprise clients.
For consumers, the startup currently offers two apps, Cashalo in the Philippines and Finmas in Indonesia, which it says has a combined 5 million users and more than 1,000 merchants. Services include cash loans, online credit and working capital for small to medium-sized enterprises.
Oriente says that in 2019, it saw a 700% year-over-year growth in transactions and served more than 4 million new users, while merchant partners had a more than 20% increase in sales volume.
Over the next few months, Oriente plans to expand its Pay Later digital credit feature and launch new growth capital solutions for small businesses that need financing. Oriente also has several partnerships in the works to expand its enterprise solutions for larger businesses and corporations.
In Vietnam, Oriente is currently beta testing a consumer platform similar to Cashalo and Finmas. It will offer online credit and financing, as well as other services in partnership with local companies.
Oriente has also started focusing on how to serve businesses during the COVID-19 pandemic, since many merchants are coping with revenue declines, loss of users and cash flow issues.
“Over the past few weeks, we’ve reprioritized our corporate strategy to focus on the top opportunities within each market. We have also taken various steps to rebuild our organizations for optimized operational and financial efficiency in line with current and forecasted market conditions and our more focused strategy,” Prentice said.
“Our aim is not only to mitigate anticipated headwinds on liquidity but to demonstrate that our business has the potential to overcome and outperform the market in a recession—unlocking value for all stakeholders for years to come.”
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OMERS Ventures announces a new $750M fund for investing in North America, Europe
OMERS Ventures, the venture capital arm of the Ontario Municipal Employees Retirement System (OMERS), has put together a new, $750 million fund to invest in both Europe and North America.
The capital vehicle is larger than the group’s preceding European and North American funds combined. In 2019 OMERS Ventures announced a €300 million fund Europe-focused fund (TechCrunch covered its launch here), and the venture group’s last North American fund was worth $300 million back in 2017. The new $750 million is a hybrid, acting as both the firm’s Europe-focused capital pool and the source of funds from which it can invest in North American startups.
According to Damien Steel, a managing partner at OMERS Ventures, the firm invested about CAD$100 million from the original Europe fund, with the rest now reserved for follow-on investments; Steel told TechCrunch that he doesn’t anticipate that the full amount will be used for that purpose.
But the remaining differential is somewhat immaterial as the venture collective has a new, three-quarters-of-a-billion-dollars capital pool to put to work. According to Steel, OMERS Ventures has “consolidated [its] efforts and made a new transatlantic fund.” The firm’s hope is that the shared capital will lead to a more cohesive investing group than having two funds for different teams engendered.
OMERS Ventures expects to deploy around $200 million a year across Europe and North America, a pace that Steel says will be similar to preceding efforts.
The COVID era
I wanted to chase down what Steel and company are doing that’s different in the new era. Something new is a slightly different mindset concerning runway. Instead of the usual 18-month expectation between rounds, Steel told TechCrunch that expectations and planning are lengthening to 24 months or longer between capital events — enough cash to get through whatever the current downturn winds up becoming.
Happily for Steel and his firm, some OMERS portfolio companies are well capitalized, with the venture capitalist telling TechCrunch during a call that “that the companies [his firm has] invested in a have really benefited from the exceptional amount of liquidity that’s been available in the market over the last two years,” with some of their startups winding up “sitting on quite a lot of cash because arguably they raised too much in 2019 and 2018.”
The capital was cheap, Steel notes, so lots of companies took what was on offer. The result? Many startups heading into 2020’s recession have well-stocked bank accounts. Not all, of course, raised right before things got worse. The firms that didn’t may struggle.
Given that the new OMERS Ventures fund intends to invest both in North America and Europe, I wanted to know what’s different between the two regions today as the COVID-19 pandemic continues to drive economic havoc. Notable to me was the fact that Europe is doing as well as it is, with Steel noting that “the funding environment has remained more active in Europe than it has in the US.”
He’s seeing “healthy” activity in Europe around the Series A and B stages. It’s perhaps unsurprising, then, that Steel told TechCrunch that the startup valuation pressure it’s easy to find in the North America venture scene isn’t quite as tough in Europe. Steel noted that 20% and 30% drops in valuation multiples in American and Canada from prior levels are common, while in Europe “it’s definitely less than that.”
For founders that there’s new funds of scale coming together at all is likely welcome. OMERS Ventures expects to have closed eight deals from its new fund “within a month,” a quick pace given its age.
Disclosure: OMERS Ventures invested in Crunchbase, my former employer.
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Indie.vc founder Bryce Roberts: Profitability is ‘more achievable than a Series A round’
Despite all evidence to the contrary, there’s more to building a startup than raising venture capital.
Founders are finding success without overly relying on VC dollars; some are even sharing profits with their respective employees and customers without the help of traditional funding and Silicon Valley power dynamics.
As some investors slow down their funding pace, it has become clear that profitability trumps funding and venture capital can only take a startup so far when the economy tanks and outside cash streams dry up.
In the Indie.vc portfolio, profitability is its driving force. In fact, its main criterion for funding is that a startup must be on a clear path to profitability with durable fundamentals like high gross margins or the ability to start charging for a product right away, as opposed to companies that need a significant amount of upfront investment for research and development.
Profitability, Indie.vc founder Bryce Roberts tells TechCrunch, needs to be a habit, and founders need to recognize that it’s not a switch they can just turn on. Startups looking to prioritize profitability need to start out as revenue-driven businesses that replace funding milestones with profitability goals.
“Genuinely, it’s not rocket science,” he says. “Profitability isn’t this crazy, elusive thing. It’s literally more achievable than a Series A round. It’s way more achievable than a Series B round. If you look at the kind of fall-off between those rounds, most entrepreneurs would be better off finding their path to profitability and scale.”
Indie.vc, which recently announced its latest batch of investments, advises founders to make sure they have what they need to be stable and then to create and measure value, Roberts says. That value, which differs depending on the company, must be quantifiable as some metric or revenue.
To do that, Roberts says founders should adopt a mindset where they’re focused on creating revenue opportunities, rather than cost savings. Indie.vc’s model also does not prioritize hiring ahead of growth, a strategy that seems to be working for its portfolio during the pandemic.
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Understanding Duolingo’s quiet $10M raise
Earlier this month, edtech unicorn Duolingo raised $10 million in new venture capital from General Atlantic, per an SEC filing. With the raise, the online language learning platform accepted its first outside investor in almost three years. General Atlantic will take a board observer seat at the company, per Duolingo.
The company, which was last valued at $1.5 billion, says the round has increased its valuation, but it declined to share by how much.
General Atlantic has invested in a number of edtech companies around the world, like OpenClassrooms, Ruangguru and Unacademy. Duolingo said that General Atlantic’s global platform and experience with online education in Asia would help guide its own growth, specifically pointing to its plans to scale up the Duolingo English test.
The e-learning company last raised $30 million in December at that $1.5 billion valuation. To raise a smaller sum a few months later is uncommon. Historically, that type of raise could happen for a number of reasons: a company is accepting a later investment as part of the same funding round, it needs more cash and this is an easy way to raise it or the company tried to raise a new large round and failed to secure past $10 million.
So where does the language learning unicorn fit?
In Duolingo’s case, it said the $10 million was raised because it wanted to bring a new investor on, but didn’t need a massive amount of primary capital. Duolingo says it is cash-flow positive.
In the past few weeks, Duolingo launched a new app to help children read and write, passed one million paying subscribers for Duolingo Plus and disclosed that its annual bookings run rate is $140 million. The company also recently hired its first CFO and general counsel.
“Because our business has been growing very fast and we have more than enough capital, there was limited need for us to raise more primary capital. However, over the last year, we developed a relationship with General Atlantic,” the company said in a statement to TechCrunch.
Tanzeen Syed, a managing director for General Atlantic, said that Duolingo is a “market leader in the language learning space. Syed also said Duolingo has a “profitable, efficient business model while maintaining hyper-growth characteristics.”
Another key factoid here is that along with the $10 million, there was a larger secondary transaction, which occurs when an existing stockholder sells their stock for cash or to a third party, or to the company itself while the company is still private.
In this case, an existing investor in Duolingo sold a small portion of their existing stake to allow General Atlantic to have a bigger stake in the company.
The company declined to share the size of the secondary market transaction.
In light of this new information, Duolingo’s expansion to Asia, which has a robust market of English learners, welcomed one investor and lessened the stake of another.
Based on what we know, the transaction signals that a preexisting investor in Duolingo was looking for liquidity at a time where the public markets are tightening and private markets are pausing. And at a time when companies are staying private longer than ever before, secondary transactions are hardly rare.
Sometimes, however, secondary transactions signal a lack of faith from a preexisting investor in the company’s current trajectory.
Duolingo is full steam ahead on its goal to expand across the world — and now has new cash in the bank, and a new observer seat on the board, to prove it.
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