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Devoted Health, a Waltham, Mass.-based insurance startup, has raised a $300 million Series B and is enrolling to its Medicare Advantage plan members in eight Florida counties.
The company, which helps Medicare beneficiaries access care through its network of physicians and tech-enabled healthcare platform, has raised the funds from lead investor Andreessen Horowitz, Premji Invest and Uprising.
The company declined to disclose its valuation.
Devoted’s founders are brothers Todd and Ed Park — the company’s executive chairman and chief executive officer, respectively. Todd co-founded a pair of now publicly traded companies, Athenahealth, a provider of electronic health record systems, and health benefits platform Castlight Health. He also served as the U.S. chief technology officer during the Obama administration. Ed, for his part, was the chief operating officer of Athenahealth until 2016 and a member of Castlight’s board of directors for several years.
Venrock partners Bryan Roberts — Devoted’s founding investor — and Bob Kocher — its chief medical officer — are also part of the company’s founding team.
The Park brothers have tapped Jeremy Delinsky, the former CTO at Wayfair and Athenahealth, as COO; DJ Patil, a former data scientist at the White House, as its head of technology; and Adam Thackery, the former CFO of Universal American, as its chief financial officer.
Its board includes former Health and Human Services Secretary Kathleen Sebelius and former Senate Majority Leader Bill Frist. As part of the latest round, a16z’s Vijay Pande will join its board, too.
The company says it’s committed to treating its customers as if they were members of its employees’ own families. For Patil, the startup’s head of tech, that’s made the entire process of building Devoted a very emotional one.
“I’ve cried a lot at this company,” Patil told TechCrunch. “You meet these seniors and they’ve done everything right. They’ve worked so incredibly hard their entire lives. They’ve given it their all for the American dream. They’ve paid into this model of healthcare and they deserve better.”
Devoted, which previously raised $69 million across two financing rounds in 2017 from Oak HC/FT, Venrock, F-Prime Capital Partners, Maverick Ventures and Obvious Ventures, has begun enrolling to its Medicare Advantage plan seniors located in Broward, Hillsborough, Miami-Dade, Osceola, Palm Beach, Pinellas, Polk and Seminole counties. It will begin providing care January 1, 2019.
Its long-term goal is to offer insurance plans to seniors nationwide.
“We are responsible for these people’s healthcare, so we need to get it right,” Patil said.
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It’s been a year since the launch of Substack, a platform that allows newsletter writers to build a subscription business. Today, on its first birthday, the startup has a simple message: Yes, people really are willing to pay for newsletters.
In fact, the company says there are more than 25,000 paying subscribers for Substack -powered newsletters (up from 11,000 in July). And newsletters published on the platform reach a total of 150,000 paying active readers.
Co-founder and CEO Chris Best described the pitch as, “We’ll do everything for you except the hard part,” namely writing the newsletter. It offers way to publish newsletters, charge a subscription fee and then decide which content only goes to paying subscribers.
“It’s a really simple idea,” Best said — and in his view, that’s part of what makes it powerful.
At the same time, the startup has been adding more features like gift subscriptions, podcast support and subscriber-only comments, which have the bonus of reducing troll-ish commentary from random visitors.
“We can be like, ‘Comments are for people that are paying,’” Best said. “That actually fixes a lot of the problem.”
Substack launched with Sinocism, a China-focused newsletter written by MarketWatch co-founder Bill Bishop, and apparently the paid subscription sign-ups on Bishop’s first day added up to six figures in annual revenue. Since then, writers like Judd Legum (who quit his job as editor in chief of ThinkProgress to launch his newsletter Popular Information), Toast founders Nicole Cliffe and Daniel Mallory Ortberg and Slate political correspondent Jamelle Bouie have also used Substack to create paid newsletters (though again, it’s not all behind a paywall — the platform allows them to publish a mix of free and paid content).
“One of the things striking to us is the kinds of writers,” Best added. “It’s not a particular genre or type of writer, it’s not the subject matter that determines [success]. The kinds of writers who make it work are people who have a dedicated following, that have a particular point of view that makes them indispensable.”
Best also said this is “the kind of thing you want to do whole hog.” In other words, the successful writers are passionate about their subjects and committed to the newsletter format and subscription business model, rather than asking, “How can I diversify my revenue?”
At the same time, co-founder Hamish McKenzie (a journalist himself) noted that Substack isn’t just a platform for well-known writers to start charging their existence audience for their work. For example, there’s Petition, which was launched on Substack as an anonymously-written newsletter about corporate restructuring and bankruptcy.
The Substack team didn’t get specific about plans for the year two, but Best and McKenzie made it clear that they think this reflects a broader shift away from a news and commentary model driven by social distribution and monetized by ads.
“The core thing is really simple,” Best said. “The core thing is: Publish some stuff, get people to love it and then charge them for it.”
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Paperspace wants to help developers build artificial intelligence and machine learning applications with a software/hardware development platform powered by GPUs and other powerful chips. Today, the Winter 2015 Y Combinator grads announced a $13 million Series A.
Battery Ventures led the round with participation from SineWave Ventures, Intel Capital and Sorenson Ventures. Existing investor Initialized Capital also participated. Today’s investment brings the total amount to $19 million raised.
Dharmesh Thakker, a general partner with Battery Ventures sees Paperspace as being in the right place at the time. As AI and machine learning take off, developers need a set of tools and GPU-fueled hardware to process it all. “Major silicon, systems and Web-scale computing providers need a cloud-based solution and software ‘glue’ to make deep learning truly consumable by data-driven organizations, and Paperspace is helping to provide that,” Thakker said in a statement.
Paperspace provides its own GPU-powered servers to help in this regard, but co-founder and CEO Dillon Erb says they aren’t trying to compete with the big cloud vendors. They offer more than a hardware solution to customers. Last spring, the company released Gradient, a serverless tool to make it easier to deploy and manage AI and machine learning workloads.
By making Gradient a serverless management tool, customers don’t have to think about the underlying infrastructure. Instead, Paperspace handles all of that for them providing the resources as needed. “We do a lot of GPU compute, but the big focus right now and really where the investors are buying into with this fundraise, is the idea that we are in a really unique position to build out a software layer and abstract a lot of that infrastructure away [for our customers],” Erb told TechCrunch.
He says that building some of the infrastructure was an important early step, but they aren’t trying to compete with the cloud vendors. They are trying to provide a set of tools to help developers build complex AI and machine learning/deep learning applications, whether it’s on their own infrastructure or on the mainstream cloud providers like Amazon, Google and Microsoft.
What’s more, they have moved beyond GPUs to support a range of powerful chips being developed to support AI and machine learning workloads. It’s probably one of the reasons that Intel joined as an investor in this round.
He says the funding is definitely a validation of something they set out to work on when they first started this in 2014 and launched out of Y Combinator in 2015. Back then he had to explain what a GPU was in his pitch decks. He doesn’t have to do that anymore, but there is still plenty of room to grow in this space.
“It’s really a greenfield opportunity, and we want to be the go-to platform that you can start building out into intelligent applications without thinking about infrastructure.” With $13 million in hand, it’s safe to say that they are on their way.
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Instacart chief executive officer Apoorva Mehta wants every household in the U.S. to use Instacart, a grocery delivery service that allows shoppers to order from more than 300 retailers, including Kroger, Costco, Walmart and Sam’s Club, using its mobile app.
Today, the company is taking a big leap toward that goal.
San Francisco-based Instacart has raised $600 million at a $7.6 billion valuation, just six months after it brought in a $150 million round and roughly eight months after a $200 million financing that valued the business at $4.2 billion.
D1 Capital Partners, a relatively new fund led by Daniel Sundheim, the former chief investment officer of Viking Global Investors, led the round.
Instacart is raking in cash aggressively but spending it cautiously. The company still has all of its Series E, which ultimately totaled $350 million, and the majority of its $413 million Series D in the bank, a source close to the company told TechCrunch. That means, in total, Instacart has $1.2 billion at its fingertips. Currently, according to the same source, the company is only profitable on a contribution margin basis, meaning it’s earning a profit on each individual Instacart order.
In a conversation with TechCrunch, Mehta said the company didn’t need the capital and that it was an “opportunistic” round, i.e. the capital was readily available and Instacart has ambitious plans to scale, so why not fundraise. Instacart plans to use the enormous pool of capital to double its engineering team by 2019, which will include filling 300 open engineering roles in its recently announced Toronto office, he said.
As far as an initial public offering, it will happen — eventually.
“It will be on the horizon,” Mehta told TechCrunch.
“2018 has been a really big year for us,” he added. “The reason why we are so excited is because the opportunity ahead of us is enormous. The U.S. is a $1 trillion grocery market and less than 5 percent of that is bought online. It’s an enormous category that’s highly under-penetrated.”
In the last six months, Instacart has announced a few notable accomplishments.
As of August, the service has been available to 70 percent of U.S. households. That’s due to the expansion of existing partnerships and new deals entirely, like a recently announced pilot program between Instacart and Walmart Canada that gives Canadian Instacart users access to 17 different Walmart locations across Winnipeg and Toronto, Ontario.
The company has also completed several executive hires. Most recently, it tapped former Thumbtack chief technology officer Mark Schaaf as CTO. Before that, Instacart brought on David Hahn as chief product officer and Dani Dudeck as its first chief communications officer.
In early September, the company confirmed its chief growth officer Elliot Shmukler would be leaving the company.
The six-year-old Y Combinator graduate has raised more than $1.6 billion in venture capital funding from Coatue Management, Thrive Capital, Canaan Partners, Andreessen Horowitz and several others.
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In today’s world of Slack, email and a gazillion other web apps and services, it’s become increasingly hard to search for information. Did your boss Slack you or email you that information about your bonus? Or did they share it via a Google Doc? Who knows? Clearly not you, but Journal knows.
Journal, a machine learning and natural language processing-powered platform designed to search across all your web services and tools, today announced a $1.5 million seed round led by Social Capital. Since receiving the funding about a year ago, Journal has been able to launch a beta community of users. Today, Journal is publicly launching its Mac app, web app and Chrome extension.
“We’re passionate about helping people use information effectively,” Journal co-founder and CEO Samiur Rahman told TechCrunch. “In this case, we want to help people manage their knowledge. So we want to help individuals to leverage all of the places that they have information right now.”
It was that thesis that led Rahman and his team to land on wanting to build a suite of tools that “acts as a second brain for people. That’s obviously a long way away but that’s what our long-term vision is.”

Based on the demo Rahman showed me, Journal looks pretty darn useful. I had an opportunity to install it, but I was hesitant to do so. That’s because Journal requires viewing permissions to your email, apps and other services with which you sync Journal.
That’s scary for a couple of reasons — the main one being privacy. For example, what happens if Journal gets hacked? Or if the government requests data from Journal?
Well, Journal uses zero-knowledge encryption that ensures Journal employees can’t read or decrypt the information of the user. Here’s a bit more information on how Journal handles security:
Journal asks for view permission to the apps a user integrates so that we can enable search across their apps.To keep users’ information safe, all data in Journal is encrypted both in transit and at rest.Data such as the contents of files, emails, messages, etc. are encrypted using the Fernet symmetric encryption method, which uses AES-128 in CBC mode + HMAC-SHA-256 with a random IV. This means that the data can’t be decrypted without the secret key. Our file systems where the conceptual index is stored is encrypted using Amazon KMS, which uses AES-256 in GCM mode.The secret key is a combination of a hash from the OAuth access key for the account you’ve integrated and a Journal secret key. If our database gets hacked somehow, the hacker would need to also be able to get access to our separate authentication store and our secret key to decrypt your information.
I’m not a security expert, so I asked my colleague, TC Security Editor Zack Whittaker, for some insight. He told me Rahman’s explanation makes sense, further explaining that what Journal does is essentially split the private keys needed to access your data. Whittaker said that’s smart, but that he’s more concerned about general trust.
Journal has access to a treasure trove of data — much of which would be very valuable to advertisers. Right now, advertising is not part of Journal’s revenue plans, but that could change.
“I can’t say for certainty that we won’t, but I think ad-based revenue ends up creating some really bad incentives, especially when you’ve got all this really private data about people and their usage patterns. The very likely route is that we end up going through companies that pay for teams to use.”
As with most tech products these days, it comes down to how much do you trust the company and how much do you care about your data?
And depending on who you are, you may have a stronger threat model — that is, what threats you face based on who you are. Black communities, for example, are at a greater risk of surveillance by the government than white communities. So you adjust your behavior based on your personal threats.
Privacy concerns aside, Journal looks like a really useful product. But we’ll see if I get around to setting it up.
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TechCrunch Disrupt is the world’s biggest and most impactful tech startup conference, and we can’t wait to bring the hype to Berlin.
We’re very proud of the show we’ve put together and are thrilled to give you a look at what’s in store.
Editor’s Note: Not all of our speakers are included on this agenda as we like to keep a couple tricks up our sleeves. 😉
THURSDAY, NOVEMBER 29
Morning
Racing to the Future with Lucas Di Grassi (Roborace)
A New Start with Anne Kjaer-Riechert (ReDI School of Digital Integration), Aline Sara (NaTakallam)
In The Money with Pieter van der Does (Adyen)
Regaining Momentum in Europe with Saul Klein (LocalGlobe)
STARTUP BATTLEFIELD
Bootstrapping Your Way To The Top with Denys Zhadanov (Readdle)
STARTUP BATTLEFIELD
Afternoon
Sharing the Ride-Sharing Industry with Daniel Ramot (Via), and other speakers to be announced
Pioneering Crypto with Jamie Burke (Outlier Ventures), Vinay Gupta (Mattereum), and other speakers to be announced
Making Everyone A Secondary VC with Kaidi Ruusalepp (Funderbeam)
STARTUP BATTLEFIELD
FRIDAY, NOVEMBER 30TH
Morning
Going Global with Brynne Kennedy (Topia)
The European Fintech Fever with Ricky Knox (Tandem) and other speakers to be announced
Learning Languages and Building a Startup with Julie Hansen and Markus Witte (Babbel)
Building Your Next Car, Today with Laurin Hahn (Sono Motors), Ole Harms (MOIA)
Becoming a “Unicorn Factory” with Philipe Botteri, Sonali De Rycker, Luciana Lixandru, and Harry Nelis (Accel)
Afternoon
European Space Tech Comes of Age with Mike Collett (Promus Ventures), Rafal Modrzewski (ICEYE)
STARTUP BATTLEFIELD FINALS
Emerging Market Tech is About to Explode with Lizzie Chapman (Zestmoney) and Alan Mamedi (Truecaller)
Selling Fashion in a Post-Web World with Sophie Hill (Threads)
Can Starling Become the Next HSBC with Anne Boden (Starling Bank)
Join us at Disrupt Berlin (29-30 November) today!
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JobUFO, the Berlin-based startup that has built a video focussed app to help facilitate better job applications, has raised €2 million in seed funding. Leading the round is IBB and Hevella Capital, with the investment to be used for growth.
Claiming to re-invent the way companies handle the application process, JobUFO has developed an online/mobile application form that focuses on the personality of the candidate. This includes being asked to created a CV in a specific format and the ability to record or upload a personal application video. The JobUFO application form can be embedded anywhere online, such as a company’s career page or job ad, so that it becomes the preferred way to receive applications.
“The HR market is overloaded with too many information and recruiting tools,” JobUFO co-founder and CEO Thomas Paucker tells me when asked to describe the problem being tackled. “This makes it very hard to find the best process of applying to a job. That’s why everybody is writing the same motivational letters. You still need a laptop and there is no real first impression of yourself when you apply. Recruiters do not read motivational letters because someone else could have written it. The longer a recruiting process is, the higher the average dropout rate of an applicant”.
To remedy this, the JobUFO mobile app or web-version enables applicants to quickly create a “DIN-correct” CV in combination with a guided video of up to thirty seconds. Paucker says the idea is to be able to give a good first impression at the very moment the application is received. JobUFO powered applications are pushed directly into a company’s application tracking system via the JobUFO API.
“Recruiters get more and reliable applications without changing their daily routine,” he says. “Applicants get recommendations based on big data and are guided nearly fully automatically during their whole work life. Additionally we automate the communication between those two groups to focus on the main goal: filling the vacancy with someone who fits and likes the job”.
To that end, in two years since being founded, JobUFO has grown its customer base to over 30 well-known companies operating in Germany. They include Deutsche Bahn, Edeka, Evonik, Hertz, and Ikea. In 2018 alone, over 60,000 applications have been generated.
“Digitalisation is changing the recruiting sector,” adds Paucker, noting that younger applicants have no prior knowledge of a more traditional application process and are much more akin to using consumer apps such as Instagram and YouTube. “Since we guide the applicants directly through the application process, JobUFO is particularly popular with this younger target group,” he says.
In addition, the “talking application photos” concept is resonating with recruiters and HR managers since the last mile to the applicant is often the most time-consuming and least scalable. “The company sees the video as well as the checked data of the applicant directly in its own applicant management system. For both sides, this is an uncomplicated process that continues to spur us on to expand,” says the JobUFO CEO.
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Only six months ago Barcelona-based TravelPerk bagged a $21 million Series B, off the back of strong momentum for a software as a service platform designed to take a Slack-like chunk out of the administrative tedium of arranging and expensing work trips.
Today the founders’ smiles are firmly back in place: TravelPerk has announced a $44 million Series C to keep stoking growth that’s seen it grow from around 20 customers two years ago to approaching 1,500 now. The business itself was only founded at the start of 2015.
Investors in the new round include Sweden’s Kinnevik, Russian billionaire and DST Global founder Yuri Milner and Tom Stafford, also of DST. Prior investors include the likes of Target Global, Felix Capital, Spark Capital, Sunstone, LocalGlobe and Amplo.
Commenting on the Series C in a statement, Kinnevik’s Chris Bischoff, said: “We are excited to invest in TravelPerk, a company that fits perfectly into our investment thesis of using technology to offer customers more and much better choice. Booking corporate travel is unnecessarily time-consuming, expensive and burdensome compared to leisure travel. Avi and team have capitalised on this opportunity to build the leading European challenger by focusing on a product-led solution, and we look forward to supporting their future growth.”
TravelPerk’s total funding to date now stands at almost $75 million. It’s not disclosing the valuation that its latest clutch of investors are stamping on its business but, with a bit of a chuckle, co-founder and CEO Avi Meir dubs it “very high.”
TravelPerk contends that a $1.3 trillion market is ripe for disruption because legacy business travel booking platforms are both lacking in options and roundly hated for being slow and horrible to use. (Hi Concur!)
Helping business save time and money using a slick, consumer-style trip booking platform that both packs in options and makes business travelers feel good about the booking process (i.e. rather than valueless cogs in a soul-destroying corporate ROI machine) is the general idea — an idea that’s seemingly catching on fast.
And not just with the usual suspect, early adopter, startup dog food gobblers but pushing into the smaller end of the enterprise market too.
“We kind of stumbled on the realization that our platform works for bigger companies than we thought initially,” says Meir. “So the users used to be small, fast-growing tech companies, like GetYourGuide, Outfittery, TypeForm etc… They’re early adopters, they’re tech companies, they have no fear of trying out tech — even for such a mission-critical aspect of their business… But then we got pulled into bigger companies. We recently signed FarFetch for example.”
Other smaller-sized enterprises that have signed up include the likes of Adyen, B&W, Uber and Aesop.
Companies small and big are, seemingly, united in their hatred of legacy travel booking platforms — and feeling encouraged to check out TravelPerk’s alternative, thanks to the SaaS being free to use and free from the usual contract lock ins.
TravelPerk’s freemium business model is based on taking affiliate commissions on bookings. Down the road, it also has its eye on generating a data-based revenue stream via paid-tier trip analytics.
Currently it reports booking revenues growing at 700 percent year on year. And Meir previously told us it’s on course to do $100 million GMV this year — which he confirms continues to be the case.
It also says it’s on track to complete bookings for one million travelers by next year. And it claims to be the fastest growing software as a service company in Europe, a region which remains its core market focus — though the new funding will be put toward market expansion.
And there is at least the possibility, according to Meir, that TravelPerk could actively expand outside Europe within the next 12 months.
“We definitely are looking at expansion outside of Europe as well. I don’t know yet if it’s going to be first U.S. — West or East — because there are opportunities in both directions,” he tells TechCrunch. “And we have customers; one of our largest customers is in Singapore. And we do have a growing amount of customers out of the U.S.”
Doubling down on growth within Europe is certainly on the slate, though, with a chunk of the Series C going to establish a number of new offices across the region.
Having more local bases to better serve customers is the idea. Meir notes that, perhaps unusually for a startup, TravelPerk has not outsourced customer support — but kept customer service in-house to try to maintain quality. (Which, in Europe, means having staff who can speak the local language.)
He also quips about the need for a travel business to serve up “human intelligence” — i.e. by using tech tools to slickly connect on-the-road customers with actual people who can quickly and smartly grapple with and solve problems, versus an automated AI response which is — let’s face it — probably the last thing any time-strapped business traveler wants when trying to get orientated fast and/or solve a snafu away from home.
“I wouldn’t use [human intelligence] for everything but definitely if people are on the road, and they need assistance, and they need to make changes, and you need to understand what they said…” argues Meir, going on to say ‘HI’ has been his response when investors asked why TravelPerk’s pitch deck doesn’t include the almost-impossible-to-avoid tech buzzword: “AI.”
“I think we are probably the only startup in the world right now that doesn’t have AI in the pitch deck somewhere,” he adds. “One of the investors asked about it and I said ‘well we have HI; it’s better’… We have human intelligence. Just people, and they’re smart.”
Also on the cards (it therefore follows): More hiring (the team is at ~150 now and Meir says he expects it to push close to 300 within 18 months), as well as continued investment on the product front, including in the mobile app, which was a late addition, only arriving this year.
The TravelPerk mobile app offers handy stuff like a one-stop travel itinerary, flight updates and a chat channel for support. But the desktop web app and core platform were the team’s first focus, with Meir arguing the desktop platform is the natural place for businesses to book trips.
This makes its mobile app more a companion piece — to “how you travel” — housing helpful additions for business travelers, as nice-to-have extras. “That’s what our app does really well,” he adds. “So we’re unusually contrarian and didn’t have a mobile app until this year… It was a pretty crazy bet but we really wanted to have a great web app experience.”
Much of TravelPerk’s early energy has clearly gone into delivering on the core product via nailing down the necessary partnerships and integrations to be able to offer such a large inventory — and thus deliver expanded utility versus legacy rivals.
As well as offering a clean-looking, consumer-style interface intended to do for business travel booking feels what Slack has done for work chat, the platform boasts a larger inventory than traditional players in the space, according to Meir — by plugging into major consumer providers such as Booking.com and Expedia.
The inventory also includes Airbnb accommodation (not just traditional hotels), while other partners on the flight side include Kayak and Skyscanner.
“We have not the largest bookable inventory in the world,” he claims. “We’re way larger than old-school competitors… We went through this licensing process which is almost as difficult as getting a banking license… which gives us the right to sell you the same product as travel agencies… Nobody in the world can sell you Kayak’s flights directly from their platform — so we have a way to do that.”
TravelPerk also recently plugged trains into its directly bookable options. This mode of transport is an important component of the European business travel market, where rail infrastructure is dense, highly developed and often very high-speed. (Which means it can be both the most convenient and environmentally friendly travel option to use.)
“Trains are pretty complex technically so we found a great partner,” notes Meir on that, listing major train companies including in Germany, Spain and Italy as among those it’s now able to offer direct bookings for via its platform.
On the product side, the team is also working on integrating travel and expenses management into the platform — to serve its growing numbers of (small) enterprise customers who need more than just a slick trip booking tool.
Meir says getting pulled to these bigger accounts is steering its European expansion — with part of the Series C going to fund a clutch of new offices around the region near where some of its bigger customers are based. Beginning in London, with Berlin, Amsterdam and Paris slated to follow soon.
What does the team attribute TravelPerk’s momentum to generally? It comes back to the pain, says Meir. Business travelers are being forced to “tolerate” horrible legacy systems. “So I think the pain-point is so visible and so clear [it sells itself],” he argues, also pointing out this is true for investors (which can’t have hurt TravelPerk’s funding pitch).
“In general we just built a great product and a great service, and we focused on this consumer angle — which is something that really connects well with what people want in this day and age,” he adds. “People want to use something that feels like Slack.”
For the Series C, Meir says TravelPerk was looking for investors who would be comfortable supporting the business for the long haul, rather than pushing for a quick sale. So they are now articulating the possibility of a future IPO.
And while he says TravelPerk hadn’t known much about Swedish investment firm Kinnevik prior to the Series C, Meir says he came away impressed with its focus on “global growth and ambition,” and the “deep pockets and the patience that comes with it.”
“We really aligned on this should be a global play, rather than a European play,” he adds. “We really connected on this should be a very, big independent business that goes to the path of IPO rather than a quick exit to one of the big players.
“So with them we buy patience, and also the condition, when offers do come onto the table, to say no to them.”
Given it’s been just a short six months between the Series B and C, is TravelPerk planning to raise again in the next 12 months?
“We’re never fundraising and we’re always fundraising I guess,” Meir responds on that. “We don’t need to fundraise for the next three years or so, so it will not come out of need, hopefully, unless something really unusual is happening, but it will come more out of opportunity and if it presented a way to grow even faster.
“I think the key here is how fast we grow. And how good a product we certify — and if we have an opportunity to make it even faster or better than we’ll go for it. But it’s not something that we’re actively doing it… So to all investors reading this piece don’t call me!” he adds, most likely inviting a tsunami of fresh investor pitches.
Discussing the challenges of building a business that’s so fast growing it’s also changing incredibly rapidly, Meir says nothing is how he imagined it would be — including fondly thinking it would be easier the bigger and better resourced the business got. But he says there’s an upside too.
“The challenges are just much, much bigger on this scale,” he says. “Numbers are bigger, you have more people around the table… I would say it’s very, very difficult and challenging but also extremely fun.
“So now when we release a feature it goes immediately into the hands of hundreds of thousands of travelers that use it every month. And when you fundraise… it’s much more fun because you have more leverage.
“It’s also fun because — and I don’t want to position myself as the cynical guy — the reality is that most startups don’t cure cancer, right. So we’re not saving the world… but in our little niche of business travel, which is still like $1.3 trillion per year, we are definitely making a dent.
“So, yes, it’s more challenging and difficult as you grow, and the problems become much bigger, but you can also deliver the feedback to more people.”
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A new technology from researchers at Carnegie Mellon University will add sound and vibration awareness to create truly context-aware computing. The system, called Ubicoustics, adds additional bits of context to smart device interaction, allowing a smart speaker to know it’s in a kitchen or a smart sensor to know you’re in a tunnel versus on the open road.
“A smart speaker sitting on a kitchen countertop cannot figure out if it is in a kitchen, let alone know what a person is doing in a kitchen,” said Chris Harrison a researcher at CMU’s Human-Computer Interaction Institute. “But if these devices understood what was happening around them, they could be much more helpful.”
The first implementation of the system uses built-in speakers to create “a sound-based activity recognition.” How they are doing this is quite fascinating.
“The main idea here is to leverage the professional sound-effect libraries typically used in the entertainment industry,” said Gierad Laput, a PhD student. “They are clean, properly labeled, well-segmented and diverse. Plus, we can transform and project them into hundreds of different variations, creating volumes of data perfect for training deep-learning models.”
From the release:
Laput said recognizing sounds and placing them in the correct context is challenging, in part because multiple sounds are often present and can interfere with each other. In their tests, Ubicoustics had an accuracy of about 80 percent — competitive with human accuracy, but not yet good enough to support user applications. Better microphones, higher sampling rates and different model architectures all might increase accuracy with further research.
In a separate paper, HCII Ph.D. student Yang Zhang, along with Laput and Harrison, describe what they call Vibrosight, which can detect vibrations in specific locations in a room using laser vibrometry. It is similar to the light-based devices the KGB once used to detect vibrations on reflective surfaces such as windows, allowing them to listen in on the conversations that generated the vibrations.
This system uses a low-power laser and reflectors to sense whether an object is on or off or whether a chair or table has moved. The sensor can monitor multiple objects at once and the tags attached to the objects use no electricity. This would let a single laser monitor multiple objects around a room or even in different rooms, assuming there is line of sight.
The research is still in its early stages, but expect to see robots that can hear when you’re doing the dishes and, depending on their skills, hide or offer to help.
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Y Combinator has released the results of a survey, completed in partnership with its portfolio company Callisto, highlighting the pervasive role of sexual harassment in venture capital and technology startups.
Callisto, a sexual misconduct reporting software built for victims, is a graduate of YC’s winter 2018 class. The company sent a survey to 125 of YC’s 384 female founders, asking if they had been “assaulted or coerced by an angel or VC investor in their startup career.”
Eighty-eight female founders completed the survey; 19 in total claimed to have experienced some form of harassment.
More specifically, 18 said that inappropriate experience consisted of “unwanted sexual overtures;” 15 said it was “sexual coercion;” four said it was “unwanted sexual contact.”
As part of the release of the survey findings, YC announced they’ve established a formal process for their founders to report harassment and assault within Bookface, the startup accelerator’s private digital portal for its founders.
“You can report at any time, even years after the incident took place,” YC wrote in the blog post. “The report will remain confidential. We encourage other investors to set up similar reporting systems.”
First Round Capital is another investor to recently poll its founders on issues of sexual misconduct. Similarly, the early-stage investor found that half of the 869 founders polled were harassed or knew a victim of workplace harassment.
As for Callisto, the 7-year-old non-profit said it will launch Callisto for founders, a new tool that will support victims. Using Callisto, founders can record the identities of perpetrators in the tech and VC industry. The company will collect the information and refer victims to a lawyer who will provide free advice and the option to share their information with other victims of the same perpetrator. From there, victims can decide if they want to go public together with their accusations.
Tech’s widespread sexual harassment problem is not new, but more women and victims of harassment have come forward in recent years as the #MeToo movement encourages them to name their harassers. Justin Caldbeck, formerly of Binary Capital, and former SoFi chief executive officer Mike Cagney are among the Silicon Valley elite to be ousted amid allegations of sexual misconduct in the #MeToo era.
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