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Accel closes new $550M fund for India

Accel, one of the world’s most influential venture capitalist firms, is getting more bullish on India.

The Silicon Valley-headquartered firm, which largely focuses on early-stage investments, said today it has closed $550 million for its sixth venture fund in India.

This is a significant amount of capital for Accel’s efforts in the country, where it began investing 15 years ago and has infused roughly $1 billion through all its previous funds.

Anand Daniel, a partner for Accel in India, told TechCrunch in an interview that the VC fund will continue to focus on identifying and investing in seed and early-stage startups.

But the fund realized it needed more money so it could actively participate in follow-on rounds (later-stage financing rounds) of its portfolio startups. The announcement today follows Accel’s similar recent push in Europe and Israel, where it closed a $575 million fund.

“We also selectively do growth investments for companies that are scaling well, such as Swiggy, UrbanClap, BlackStone and Bounce. We have continued to back them through Series B and Series C rounds,” he said.

At the risk of being accused of bias, I’ll say this: Accel India is a rare Indian fund that had credible exits and more promising exits in the pipeline. They’re also some of the nicest people to work with. https://t.co/aZGjDgSQKe

— JPK (@therealjpk) December 2, 2019

Like in many other markets, Accel’s track record in India is quite impressive. It participated in the seed financing round of e-commerce firm Flipkart, which was then valued at $4 million post-money. Walmart bought a majority stake in Flipkart last year for $16 billion. (This helped Accel net more than $1 billion in return from Flipkart.)

Accel, which has nine partners and more than 50 members in total in India, also invested in the seed round of SaaS giant Freshworks, which is now valued at more than $3 billion, food delivery startup Swiggy, also valued at north of $3 billion, and recently turned unicorn BlackBuck. Accel has been the first institutional investor for 85% of startups in its portfolio.

The VC firm says 44 of the 100-odd startups in its India portfolio today are valued at over $100 million each. In total, including Flipkart’s $21 billion market value, Accel’s portfolio firms have created $44 billion in market value.

Some of the investments Accel has made in India

“When we started our first fund in India in 2005, the world was a very different place. Just 1 in 50 Indians had access to the internet and mobile phone ownership was nascent. ​Yet we firmly believed that India was on the cusp of a big change,” the firm said in a statement.

“Today, the opportunity ahead is significantly bigger than when we started in 2005: India can now digitally identify 1.3 billion people, has 600 million internet users and 150 million online transacting customers with a national payments platform that processes $20 billion a month.”

Daniel said moving forward Accel will continue to focus on consumer, business-to-business, fintech, healthcare and global SaaS categories. “We have nine partners with their own areas of interest. They invest from their own conviction and finance seed rounds. If we see a particular sector evolving, then we do a deeper thesis work,” he said.

“We then develop deeper confidence for the space. For example, back in the day we invested in mobility startup TaxiForSure, long before Uber had arrived in India. That helped us understand mobility well. We have used those learnings to invest in several more mobility startups.”

Accel’s growing interest in India comes at a time when several other giants, including SoftBank and Prosus Ventures, have also become more active in the nation — though they tend to finance later-stage rounds.

For Indian startups that are already having their best year, this can only be good news.

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Eigen nabs $37M to help banks and others parse huge documents using natural language and ‘small data’

One of the bigger trends in enterprise software has been the emergence of startups building tools to make the benefits of artificial intelligence technology more accessible to non-tech companies. Today, one that has built a platform to apply the power of machine learning and natural language processing to massive documents of unstructured data has closed a round of funding as it finds strong demand for its approach.

Eigen Technologies, a London-based startup whose machine learning engine helps banks and other businesses that need to extract information and insights from large and complex documents like contracts, is today announcing that it has raised $37 million in funding, a Series B that values the company at around $150 million – $180 million.

The round was led by Lakestar and Dawn Capital, with Temasek and Goldman Sachs Growth Equity (which co-led its Series A) also participating. Eigen has now raised $55 million in total.

Eigen today is working primarily in the financial sector — its offices are smack in the middle of The City, London’s financial center — but the plan is to use the funding to continue expanding the scope of the platform to cover other verticals such as insurance and healthcare, two other big areas that deal in large, wordy documentation that is often inconsistent in how its presented, full of essential fine print, and typically a strain on an organisation’s resources to be handled correctly — and is often a disaster if it is not.

The focus up to now on banks and other financial businesses has had a lot of traction. It says its customer base now includes 25% of the world’s G-SIB institutions (that is, the world’s biggest banks), along with others that work closely with them, like Allen & Overy and Deloitte. Since June 2018 (when it closed its Series A round), Eigen has seen recurring revenues grow sixfold with headcount — mostly data scientists and engineers — double. While Eigen doesn’t disclose specific financials, you can see the growth direction that contributed to the company’s valuation.

The basic idea behind Eigen is that it focuses what co-founder and CEO Lewis Liu describes as “small data.” The company has devised a way to “teach” an AI to read a specific kind of document — say, a loan contract — by looking at a couple of examples and training on these. The whole process is relatively easy to do for a non-technical person: you figure out what you want to look for and analyse, find the examples using basic search in two or three documents and create the template, which can then be used across hundreds or thousands of the same kind of documents (in this case, a loan contract).

Eigen’s work is notable for two reasons. First, typically machine learning and training and AI requires hundreds, thousands, tens of thousands of examples to “teach” a system before it can make decisions that you hope will mimic those of a human. Eigen requires a couple of examples (hence the “small data” approach).

Second, an industry like finance has many pieces of sensitive data (either because it’s personal data, or because it’s proprietary to a company and its business), and so there is an ongoing issue of working with AI companies that want to “anonymise” and ingest that data. Companies simply don’t want to do that. Eigen’s system essentially only works on what a company provides, and that stays with the company.

Eigen was founded in 2014 by Dr. Lewis Z. Liu (CEO) and Jonathan Feuer (a managing partner at CVC Capital Partners, who is the company’s chairman), but its earliest origins go back 15 years earlier, when Liu — a first-generation immigrant who grew up in the U.S. — was working as a “data-entry monkey” (his words) at a tire manufacturing plant in New Jersey, where he lived, ahead of starting university at Harvard.

A natural computing whiz who found himself building his own games when his parents refused to buy him a games console, he figured out that the many pages of printouts he was reading and re-entering into a different computing system could be sped up with a computer program linking up the two. “I put myself out of a job,” he joked.

His educational life epitomises the kind of lateral thinking that often produces the most interesting ideas. Liu went on to Harvard to study not computer science, but physics and art. Doing a double major required working on a thesis that merged the two disciplines together, and Liu built “electrodynamic equations that composed graphical structures on the fly” — basically generating art using algorithms — which he then turned into a “Turing test” to see if people could detect pixelated actual work with that of his program. Distill this, and Liu was still thinking about patterns in analog material that could be re-created using math.

Then came years at McKinsey in London (how he arrived on these shores) during the financial crisis where the results of people either intentionally or mistakenly overlooking crucial text-based data produced stark and catastrophic results. “I would say the problem that we eventually started to solve for at Eigen became tangible,” Liu said.

Then came a physics PhD at Oxford where Liu worked on X-ray lasers that could be used to decrease the complexity and cost of making microchips, cancer treatments and other applications.

While Eigen doesn’t actually use lasers, some of the mathematical equations that Liu came up with for these have also become a part of Eigen’s approach.

“The whole idea [for my PhD] was, ‘how do we make this cheaper and more scalable?,’ ” he said. “We built a new class of X-ray laser apparatus, and we realised the same equations could be used in pattern matching algorithms, specifically around sequential patterns. And out of that, and my existing corporate relationships, that’s how Eigen started.”

Five years on, Eigen has added a lot more into the platform beyond what came from Liu’s original ideas. There are more data scientists and engineers building the engine around the basic idea, and customising it to work with more sectors beyond finance. 

There are a number of AI companies building tools for non-technical business end-users, and one of the areas that comes close to what Eigen is doing is robotic process automation, or RPA. Liu notes that while this is an important area, it’s more about reading forms more readily and providing insights to those. The focus of Eigen is more on unstructured data, and the ability to parse it quickly and securely using just a few samples.

Liu points to companies like IBM (with Watson) as general competitors, while startups like Luminance is another taking a similar approach to Eigen by addressing the issue of parsing unstructured data in a specific sector (in its case, currently, the legal profession).

Stephen Nundy, a partner and the CTO of Lakestar, said that he first came into contact with Eigen when he was at Goldman Sachs, where he was a managing director overseeing technology, and the bank engaged it for work.

“To see what these guys can deliver, it’s to be applauded,” he said. “They’re not just picking out names and addresses. We’re talking deep, semantic understanding. Other vendors are trying to be everything to everybody, but Eigen has found market fit in financial services use cases, and it stands up against the competition. You can see when a winner is breaking away from the pack and it’s a great signal for the future.”

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No one knows how effective digital therapies are, but a new tool from Elektra Labs aims to change that

Depending on which study you believe, the wearable and digital health market could be worth anywhere from $30 billion to nearly $90 billion in the next six years.

If the numbers around the size of the market are a moving target, just think about how to gauge the validity and efficacy of the products that are behind all of those billions of dollars in spending.

Andy Coravos, the co-founder of Elektra Labs, certainly has.

Coravos, whose parents were a dentist and a nurse practitioner, has been thinking about healthcare for a long time. After a stint in private equity and consulting, she took a coding bootcamp and returned to the world she was raised in by taking an internship with the digital therapeutics company Akili Interactive.

Coravos always thought she wanted to be in healthcare, but there was one thing holding her back, she says. “I’m really bad with blood.”

That’s why digital therapeutics made sense. The stint at Akili led to a position at the U.S. Food and Drug Administration as an entrepreneur in residence, which led to the creation of Elektra Labs roughly two years ago.

Now the company is launching Atlas, which aims to catalog the biometric monitoring technologies that are flooding the consumer health market.

These monitoring technologies, and the applications layered on top of them, have profound implications for consumer health, but there’s been no single place to gauge how effective they are, or whether the suggestions they’re making about how their tools can be used are even valid. Atlas and Elektra are out to change that. 

The FDA has been accelerating its clearances for software-driven products like the atrial fibrillation detection algorithm on the Apple Watch and the ActiGraph activity monitors. And big pharma companies like Roche, Pfizer and Novartis have been investing in these technologies to collect digital biomarker data and improve clinical trials.

Connected technologies could provide better care, but the technologies aren’t without risks. Specifically, the accuracy of data and the potential for bias inherent in algorithms that were created using flawed data sets mean there’s a lot of oversight that still needs to be done, and consumers and pharmaceutical companies need to have a source of easily accessible data about the industry.

”The increase in FDA clearances for digital health products coupled with heavy investment in technology has led to accelerated adoption of connected tools in both clinical trials and routine care. However, this adoption has not come without controversy,” said Coravos in a statement. “During my time as an Entrepreneur in Residence in the FDA’s Digital Health Unit, it became clear to me that like pharmacies which review, prepare, and dispense drug components, our healthcare system needs infrastructure to review, prepare, and dispense connected technologies components.”

The analogy to a pharmacy isn’t an exact fit, because Elektra Labs currently doesn’t prepare or dispense any of the treatments that it reviews. But Atlas is clearly the first pillar that the digital therapeutics industry needs as it looks to supplant pharmaceuticals as treatments for some of the largest and most expensive chronic conditions (like diabetes).

Coravos and here team interviewed more than 300 professionals as they built the Atlas toolkit for pharmaceutical companies and other healthcare stakeholders seeking a one-stop shop for all their digital healthcare data needs. Like a drug label, or nutrition label, Atlas publishes labels that highlight issues around the usability, validation, utility, security and data governance of a product.

In an article in Quartz earlier this year, Coravos made her pitch for Elektra Labs and the types of things it would monitor for the nascent digital therapeutics industry. It includes the ability to handle adverse events involving digital therapies by providing a single source where problems could be reported; a basic description for consumers of how the products work; an assessment of who should actually receive digital therapies, based on the assessment of how well certain digital products perform with certain users; a description of a digital therapy’s provenance and how it was developed; a database of the potential risks associated with the product; and a record of the product’s security and privacy features.

As the projections on market size show, the problem isn’t going to get any smaller. As Google’s recent acquisition bid for Fitbit and the company’s reported partnership with Ascension on “Project Nightingale” to collect and digitize more patient data shows, the intersection of technology and healthcare is a huge opportunity for technology companies.

“Google is investing more. Apple is investing more… More and more of these devices are getting FDA cleared and they’re becoming not just wellness tools but healthcare tools,” says Coravos of the explosion of digital devices pitching potential health and wellness benefits.

Elektra Labs is already working with undisclosed pharmaceutical companies to map out the digital therapeutic environment and identify companies that might be appropriate partners for clinical trials or acquisition targets in the digital market.

“The FDA is thinking about these digital technologies, but there were a lot of gaps,” says Coravos. And those gaps are what Elektra Labs is designed to fill. 

At its core, the company is developing a catalog of the digital biomarkers that modern sensing technologies can track and how effective different products are at providing those measurements. The company is also on the lookout for peer-reviewed published research or any clinical trial data about how effective various digital products are.

Backing Coravos and her vision for the digital pharmacy of the future are venture capital investors, including Maverick Ventures, Arkitekt Ventures, Boost VC, Founder Collective, Lux Capital, SV Angel and Village Global.

Alongside several angel investors, including the founders and chief executives from companies including: PillPack, Flatiron Health, National Vision, Shippo, Revel and Verge Genomics, the venture investors pitched in for a total of $2.9 million in seed funding for Coravos’ latest venture.

“Timing seems right for what Elektra is building,” wrote Brandon Reeves, an investor at Lux Capital, which was one of the first institutional investors in the company. “We have seen the zeitgeist around privacy data in applications on mobile phones and now starting to have the convo in the public domain about our most sensitive data (health).” 

If the validation of efficacy is one key tenet of the Atlas platform, then security is the other big emphasis of the company’s digital therapeutic assessment. Indeed, Coravos believes that the two go hand-in-hand. As privacy issues proliferate across the internet, Coravos believes that the same troubles are exponentially compounded by internet-connected devices that are monitoring the most sensitive information that a person has — their own health records.

In an article for Wired, Koravos wrote:

Our healthcare system has strong protections for patients’ biospecimens, like blood or genomic data, but what about our digital specimens? Due to an increase in biometric surveillance from digital tools—which can recognize our face, gait, speech, and behavioral patterns—data rights and governance become critical. Terms of service that gain user consent one time, upon sign-up, are no longer sufficient. We need better social contracts that have informed consent baked into the products themselves and can be adjusted as user preferences change over time.

We need to ensure that the industry has strong ethical underpinning as it brings these monitoring and surveillance tools into the mainstream. Inspired by the Hippocratic Oath—a symbolic promise to provide care in the best interest of patients—a number of security researchers have drafted a new version for Connected Medical Devices.

With more effective regulations, increased commercial activity, and strong governance, software-driven medical products are poised to change healthcare delivery. At this rate, apps and algorithms have the opportunity to augment doctors and complement—or even replace—drugs sooner than we think.

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Europe’s recharged antitrust chief makes her five-year pitch to be digital EVP

Europe’s competition commissioner Margrethe Vestager, set for a dual role in the next Commission, faced three hours of questions from members of four committees in the European Parliament this afternoon, as MEPs got their chance to interrogate her priorities for a broader legislative role that will shape pan-EU digital strategy for the next five years.

As we reported last month, Vestager is headed for an expanded role in the incoming European Commission with president-elect Ursula von der Leyen picking her as an executive VP overseeing a new portfolio called “Europe fit for the digital age.”

She is also set to retain her current job as competition commissioner. And a question she faced more than once during today’s hearing in front of MEPs, who have a confirming vote on her appointment, was whether the combined portfolio wasn’t at risk of a conflict of interest?

Or whether she “recognized the tension between objective competition enforcement and industrial policy interests in your portfolio,” as one MEP put it, before asking whether she would “build Chinese walls” within it to avoid crossing the streams of enforcement and policymaking.

Vestager responded by saying it was the first question she’d asked herself on being offered the role — before laying out flat reasoning that “the independence in law enforcement is non-negotiable.”

“It has always been true that the commissioner for competition has been part of the College. And every decision we take also in competition is a collegial decision,” she said. “What justifies that is of course that every decision is subject to not one but 2x legal scrutiny if need be. And the latest confirmation of this set up was two judgments in 2011 — where it was looked into whether this set up… is in accordance with our human rights and that has been found to be so. So the set up, as such, is as it should be.”

The commissioner and commissioner-designate responded capably to a wide range of questions reflecting the broad span of her new responsibilities — fielding questions on areas including digital taxation; platform power and regulation; a green new deal; AI and data ethics; digital skills and research; and small business regulation and funding, as well as queries around specific pieces of legislation (such as ePrivacy and Copyright Reform). 

Climate change and digital transformation were singled out in her opening remarks as two of Europe’s biggest challenges — ones she said will require both joint working and a focus on fairness.

Europe is filled with highly skilled people, we have excellent infrastructure, fair and effective laws. Our Single Market gives European businesses the room to grow and innovate, and be the best in the world at what they do,” she said at the top of her pitch to MEPs. “So my pledge is not to make Europe more like China, or America. My pledge is to help make Europe more like herself. To build on our own strengths and values, so our society is both strong and fair. For all Europeans.”

Building trust in digital services

In her opening remarks Vestager said that if confirmed she will work to build trust in digital services — suggesting regulation on how companies collect, use and share data might be necessary to ensure people’s data is used for public good, rather than to concentrate market power.

It’s a suggestion that won’t have gone unnoticed in Silicon Valley.

“I will work on a Digital Services Act that includes upgrading our liability and safety rules for digital platforms, services and products,” she pledged. “We may also need to regulate the way that companies collect and use and share data — so it benefits the whole of our society.”

“As global competition gets tougher we’ll need to work harder to preserve a level playing field,” she also warned.

But asked directly during the hearing whether Europe’s response to platform power might include breaking up overbearing tech giants, Vestager signaled caution — saying such an intrusive intervention should only be used as a last resort, and that she has an obligation to try less drastic measures first. (It’s a position she’s set out before in public.)

“You’re right to say fines are not doing the trick and fines are not enough,” she said in response to one questioner on the topic. Another MEP complained fines on tech giants are essentially just seen as an “operating expense.”

Vestager went on to cite the Google AdSense antitrust case as an example of enforcement that hasn’t succeeded because it has failed to restore competition. “Some of the things that we will of course look into is do we need even stronger remedies for competition to pick up in these markets,” she said. “They stopped their behavior. That’s now two years ago. The market hasn’t picked up. So what do we do in those kind of cases? We have to consider remedies that are much more far reaching.

“Also before we reach for the very, very far reaching remedy to break up a company — we have that tool in our toolbox but obviously it is very far reaching… My obligation is to ensure that we do the least intrusive thing in order to make competition come back. And in that respect, obviously, I am willing to explore what do we need more, in competition cases, for competition to come back.”

Competition law enforcers in Europe will have to consider how to make sure rules enforce fair competition in what Vestager described as a “new phenomenon” of “competition for a market, not just in a market” — meaning that whoever wins the competition becomes “the de facto rule setter in this market.”

Regulating platforms on transparency and fairness is something on which European legislators have already agreed — earlier this year. Though that platform to business regulation has yet to come into force. “But it will also be a question for us as competition law enforcers,” Vestager told MEPs.

Making use of existing antitrust laws but doing so with greater speed and agility, rather than a drastic change of competition approach, appeared to be her main message — with the commissioner noting she’d recently dusted off interim measures in an ongoing case against chipmaker Broadcom; the first time such an application has been made for 20 years.

“It’s a good reflection of the fact that we find it a very high priority to speed up what we do,” she said, adding: “There’s a limit as to how fast law enforcement can work, because we will never compromise on due process — on the other hand we should be able to work as fast as possible.”

Her responses to MEPs on platform power favored greater regulation of digital markets (potentially including data), markets which have become dominated by data-gobbling platforms — rather than an abrupt smashing of the platforms themselves. So not an Elizabeth Warren “existential” threat to big tech, then, but from a platform point of view Vestager’s preferred approach might just sum to death by a thousand legal cuts.

“One of course could consider what kind of tools do we need?,” she opined, talking about market reorganization as a means of regulating platform power. “[There are] different ways of trying to re-organize a marketplace if the competition authority finds that the way it’s working is not beneficial for fair competition. And those are tools that can be considered in order to sort of re-organize before harm is done. Then you don’t punish because no infringement is found but you can give very direct almost orders… as to how a market should be organized.”

Artificial intelligence with a purpose

On artificial intelligence — which the current Commission has been working on developing a framework for ethical design and application — Vestager’s opening remarks contained a pledge to publish proposals for this framework — to “make sure artificial intelligence is used ethically, to support human decisions and not undermine them” — and to do so within her first 100 days in office.

That led one MEP to question whether it wasn’t too ambitious and hasty to rush to control a still emerging technology. “It is very ambitious,” she responded. “And one of the things that I think about a lot is of course if we want to build trust then you have to listen.

“You cannot just say I have a brilliant idea, I make it happen all over. You have to listen to people to figure out what would be the right approach here. Also because there is a balance. Because if you’re developing something new then — exactly as you say — you should be very careful not to over-regulate.

“For me, to fulfill these ambitions, obviously we need the feedback from the many, many businesses who have taken upon them to use the assessment list and the principles [recommended by the Commission’s HLEG on AI] of how to create AI you can trust. But I also think, to some degree, we have to listen fast. Because we have to talk with a lot of different people in order to get it right. But it is a reflection of the fact that we are in hurry. We really need to get our AI strategy off the ground and these proposals will be part of that.”

Europe could differentiate itself — and be “a world leader” — by developing “AI with a purpose,” Vestager suggested, pointing to potential applications for the tech such as in healthcare, transportation and combating climate change, which she said would also work to further European values.

“I don’t think that we can be world leaders without ethical guidelines,” she said of AI. “I think we will lose it if we just say no let’s do as they do in the rest of the world — let’s pool all the data from everyone, no matter where it comes from, and let’s just invest all our money. I think we will lose out because the AI you create because you want to serve humans. That’s a different sort of AI. This is AI with a purpose.”

On digital taxation — where Vestager will play a strategic role, working with other commissioners — she said her intention is to work toward trying to achieve global agreement on reforming rules to take account of how data and profits flow across borders. But if that’s not possible she said Europe is prepared to act alone — and quickly — by the end of 2020.

“Surprising things can happen,” she said, discussing the challenge of achieving even an EU-wide consensus on tax reform, and noting how many pieces of tax legislation have already been passed in the European Council by unanimity. “So it’s not undoable. The problem is we have a couple of very important pieces of legislation that have not been passed.

“I’m still kind of hopeful in the working way that we can get a global agreement on digital taxation. If that is not the case, obviously we will table and push for a European solution. And I admire the Member States who’ve said we want a European or global solution, but if that isn’t to be we’re willing to do that by ourselves in order to be able to answer to all the businesses who pay their taxes.”

Vestager also signaled support for exploring the possibility of amending Article 116 of the Treaty on the Functioning of the EU, which relates to competition-based distortion of the internal market, in order to enable tax reform to be passed by a qualified majority, instead of unanimously — as a potential strategy for getting past the EU’s own current blocks to tax reform.

“I think definitely we should start exploring what would that entail,” she said in response to a follow-up question. “I don’t think it’s a given that it would be successful, but it’s important that we take the different tools that the treaty gives us and use these tools if need be.”

During the hearing she also advocated for a more strategic use of public procurement by the EU and Member States — to push for more funding to go into digital research and business innovation that benefits common interests and priorities.

“It means working together with Member States on important projects of common European interest. We will bring together entire value chains, from universities, suppliers, manufacturers all the way to those who recycle the raw material that is used in manufacturing,” she said.

“Public procurement in Europe is… a lot of money,” she added. “And if we also use that to ask for solutions well then we can have also maybe smaller businesses to say I can actually do that. So we can make an artificial intelligence strategy that will push in all different sectors of society.”

She also argued that Europe’s industrial strategy needs to reach beyond its own Single Market — signaling a tougher approach to market access to those outside the bloc.

And implying she might favor less of a free-for-all when it comes to access to publicly funded data — if the value it contains risks further entrenching already data-rich, market-dominating giants at the expense of smaller local players.

“As we get more and more interconnected, we are more dependent and affected by decisions made by others. Europe is the biggest trading partner of some 80 countries, including China and the U.S. So we are in a strong position to work for a level global playing field. This includes pursuing our proposal to reform the World Trade Organization. It includes giving ourselves the right tools to make sure that foreign state ownership and subsidies do not undermine fair competition in Europe,” she said.

“We have to figure out what constitutes market power,” she went on, discussing how capacity to collect data can influence market position, regardless of whether it’s directly linked to revenue. “We will expand our insights as to how this works. We have learned a lot from some of the merger cases that we have been doing to see how data can work as an asset for innovation but also as a barrier to entry. Because if you don’t have the right data it’s very difficult to produce the services that people are actually asking for. And that becomes increasingly critical when it comes to AI. Because once you have it then you can do even more.

“I think we have to discuss what we do with all the amazing publicly funded data that we make available. It’s not to be overly biblical but we shouldn’t end up in a situation where ‘those who have shall more be given.’ If you have a lot already then you also have the capabilities and the technical insight to make very good use of it. And we do have amazing data in Europe. Just think about what can be assessed in our supercomputers… they are world-class… And second when it comes to both [EU sat-nav] Galileo and [earth observation program] Copernicus. Also here data is available. Which is an excellent thing for the farmer doing precision farming and saving in pesticides and seeds and all of that. But are really happy that we also make it available for those who could actually pay for it themselves?

“I think that is a discussion that we will have to have — to make sure that not just the big ones keep taking for themselves but the smaller ones having a fair chance.”

Rights and wrongs

During the hearing Vestager was also asked whether she supported the controversial EU copyright reform.

She said she supports the “compromise” achieved — arguing that the legislation is important to ensure artists are rewarded for the work they do — but stressed that it will be important for the incoming Commission to ensure Member States’ implementations are “coherent” and that fragmentation is avoided.

She also warned against the risk of the same “divisive” debates being reopened afresh, via other pieces of legislation.

“I think now that the copyright issue has been settled it shouldn’t be reopened in the area of the Digital Services Act,” she said. “I think it’s important to be very careful not to do that because then we would lose speed again when it comes to actually making sure there is remuneration for those who hold copyright.”

Asked in a follow-up question how, as the directive gets implemented by EU Member States, she will ensure freedom of speech is protected from upload filter technologies — which is what critics of the copyright reform argue the law effectively demands that platforms deploy — Vestager hedged, saying: “[It] will take a lot of discussions and back and forth between Member States and Commission, probably. Also this parliament will follow this very closely. To make sure that we get an implementation in Member States that are similar.”

“One has to be very careful,” she added. “Some of the discussions that we had during the adoption of the copyright directive will come back. Because these are crucial debates. Because it’s a debate between the freedom of speech and actually protecting people who have rights. Which is completely justified… Just as we have fundamental values we also have fundamental discussions because it’s always a balancing act how to get this right.”

The commissioner also voiced support for passing the ePrivacy Regulation. “It will be high priority to make sure that we’re able to pass that,” she told MEPs, dubbing the reform an important building block.

“One of the things I hope is that we don’t just always decentralize to the individual citizens,” she added.  “Now you have rights, now you just go and force them. Because I know I have rights but one of my frustrations is how to enforce them? Because I am to read page after page after page and if I’m not tired and just forget about it then I sign up anyway. And that doesn’t really make sense. We still have to do more for people to feel empowered to protect themselves.”

She was also asked for her views on adtech-driven microtargeting — as a conduit for disinformation campaigns and political interference — and more broadly as so-called “surveillance capitalism.” “Are you willing to tackle adtech-driven business models as a whole?,” she was asked by one MEP. “Are you willing to take certain data exploitation practices like microtargeting completely off the table?”

Hesitating slightly before answering, Vestager said: “One of the things I have learned from surveillance capitalism and these ideas is it’s not you searching Google it is Google searching you. And that gives a very good idea about not only what you want to buy but also what you think. So we have indeed a lot to do. I am in complete agreement with what has been done so far — because we needed to do something fast. So the Code of Practice [on disinformation] is a very good start to make sure that we get things right… So I think we have a lot to build on.

“I don’t know yet what should be the details of the Digital Services Act. And I think it’s very important that we make the most of what we have since we’re in a hurry. Also to take stock of what I would call digital citizens’ rights — the GDPR [General Data Protection Regulation] — that we can have national authorities enforce that in full, and hopefully also to have a market response so that we have privacy by design and being able to choose that. Because I think it’s very important that we also get a market response to say, well, you can actually do things in a very different way than just to allow yourself to feel forced to sign up to whatever terms and conditions that are put in front of you.

“I myself find it very thought-provoking if you have the time just once in a while to read the T&Cs now when they are obliged, thanks to this parliament, to write in a way that you can actually understand that makes it even more scary. And very often it just makes me think, thanks but no thanks. And that of course is the other side of that coin. Yes, regulation. But also us as citizens to be much more aware of what kind of life we want to live and what kind of democracy we want to have. Because it cannot just be digital. Then I think we will lose it.”

In her own plea to MEPs, Vestager urged them to pass the budget so that the Commission can get on with all the pressing tasks in front of it. “We have proposed that we increase our investments quite a lot in order to be able to do all this kind of stuff,” she said.

“First things first, I’m sorry to say this, we need the money. We need funding. We need the programs. We need to be able to do something so that people can see that businesses can use funds to invest in innovation, so that researchers can make their networks work all over Europe. That they get the funding actually to get there. And in that respect I hope that you will help push for the multi-annual financial framework to be in place. I don’t think that Europeans have any patience for us when it comes to these different things that we would like to be real. That is now, that is here.”

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Laurel Bowden of VC firm 83North on the European deep tech and startup ecosystems

London and Tel Aviv based VC firm 83North has closed out its fifth fund at $300 million, as we reported earlier. It last raised a $250 million fund in 2017 and expects to continue the same investment mix, while tracking developments in emerging areas like healthcare AI and autonomous vehicles.

In a conversation with general partner Laurel Bowden, the veteran investor shared a few further thoughts with Extra Crunch — talking about the tech scene in Europe vs Israel, what the firm looks for in a team and tips on scaling globally.

The interview has been lightly edited for clarity. 

TechCrunch: Is Europe starting to catch up to Israel when it comes to deep tech startups?

Laurel Bowden: We clearly think we have in our portfolio some deep tech. And in other VC portfolios too — there’s clearly some deep tech [coming out of Europe]. And then on the reverse side you’ve seen more consumer-related stuff coming out of Israel. But still if you take a blanket look, we see more data infrastructure, security, storage coming out of Israel than we see in Europe — that’s for sure.

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The founders of Robin Healthcare think doctors need smart assistants, too

Robin Healthcare, a new startup founded by serial entrepreneurs Noah Auerhahn and Emilio Galan, is hoping to harness the power of personal assistants to make the business of healthcare easier for the physicians who practice it.

The company’s technology, which works much the same way as a Google Home or Amazon Alexa or Echo, is placed in hospital rooms and transcribes and formats doctor interactions with patients to reduce paperwork and streamline the behind-the-scenes part of the process that can drive doctors to the point of distraction, the company’s co-founder said.

“I had a background doing claims data work in healthcare at UCSF finishing my clinical training,” says Galan. “And I was hearing lots of doctors telling me not to practice.”

The problem, says Galan, was the overabundance of paperwork. After school, Galan doubled down on his work in claims and billing, launching a company called HonestHealth, where he worked with institutions and companies, like The Robert Wood Johnson Foundation, Consumer Reports and the New York State Department of Health, to analyze healthcare claims data and develop consumer applications.

Galan met Auerhahn at the HLTH conference a few years ago just as Auerhahn was looking for his next challenge after the sale of his previous company, ExtraBux.

The two men saw the wave of smart devices coming and figured there must be a way to use the technology to build a fully billable clinical report from monitoring the conversations with patients.

The company currently has dozens of its smart devices installed in hospitals around the country, including a large surgical practice in Tennessee, the Campbell Clinic; Duke University Medical Center’s Private Diagnostic Clinic; the University of California San Francisco Medical Center; and Webster Orthopedics in Northern California.

Robin integrates with the major electronic health records companies, Epic and Cerner, through third-party integrations that are designed to make it easier to input data automatically as doctors are assessing a patient’s condition and delivering treatments.

Part of why Robin exists is to avoid technology interrupting care,” says Auerhahn. “Having fewer interactions with EMR is a good way to do that.”

Robin’s service is human-assisted natural language processing to make sure that the data is input correctly.

The company’s early vision has been enough to attract investors like Norwest Venture Partners, which led the company’s $11.5 million Series A round.

In all, Robin Healthcare has raised $15 million in financing. The company’s other investors include Social Leverage, the early-stage investment firm founded by Howard Lindzon.

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Andrew Ng’s AI companies expand to Medellin, Colombia

After his tenure as chief scientist at Baidu, Andrew Ng, the founder of the Google Brain project and former CEO of Coursera, set up a number of different projects that all focus on making AI more approachable. These include the education startup Deeplearning.ai, the AI Fund startup studio for building AI companies and Landing.ai, which helps enterprises (and especially manufacturing companies) use AI. Today, Ng announced he has opened a second office for these projects in Medellin, Colombia.

At first, Medellin may seem like an odd choice. But today’s Medellin is very different from the one you may have seen on Narcos (and a lot safer). It’s home to a number of universities and, over the course of the last few years, it’s a hub for Colombia’s startup scene thanks to incubators like Ruta N and others.

Ng told me that he chose Medellin after looking at a wide range of cities in Europe, Asia and Latin America. Medellin, he believes, offers a strong talent pool, educational system and business ecosystem. It also helps that the Colombia government has made tech a focus in recent years.

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“I see early signs of momentum for Colombia being a talent magnet both regionally and globally,” he told me. Indeed, the company was able to hire team members from Poland, Bangladesh, Egypt and Chile for its offices in Medellin, which now has just under 50 people. Over the course of the next two years, Ng plans to expand this team to between 150 and 200 employees.

It’s important, Ng argues, that we set up AI hubs outside of Silicon Valley and China, in part, because they’ll provide a different perspective. “We are able to share our AI ecosystem and Silicon Valley know-how with Medellín,” he writes in today’s announcement. “We’re equally thrilled for our Silicon Valley team to be learning from the Medellín community. Local knowledge and innovation shared with a global community is what will catapult the technology forward.”

The teams in Medellin will work on all of Ng’s projects, including four unannounced stealth portfolio companies that are looking into using AI in sectors like healthcare, education and customer support. In total, the teams in Medellin are working on about a dozen projects right now. And that’s very much Ng’s approach to AI — and for Landing.ai in particular: build lots of specialized components for various verticals that can then be generalized. “AI isn’t some piece of SaaS software that everybody can just swipe their credit card and use,” he said.


Andrew Ng will also join us for our first TechCrunch Sessions: Enterprise event in San Francisco on September 5 to talk about Landing.ai and the future of AI in general. You can find more information about the event (and buy tickets) here.

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How ‘ghost work’ in Silicon Valley pressures the workforce, with Mary Gray

The phrase “pull yourself up by your own bootstraps” was originally meant sarcastically.

It’s not actually physically possible to do — especially while wearing Allbirds and having just fallen off a Bird scooter in downtown San Francisco, but I should get to my point.

This week, Ken Cuccinelli, the acting Director of the United States Citizenship and Immigrant Services Office, repeatedly referred to the notion of bootstraps in announcing shifts in immigration policy, even going so far as to change the words to Emma Lazarus’s famous poem “The New Colossus:” no longer “give me your tired, your poor, your huddled masses yearning to breathe free,” but “give me your tired and your poor who can stand on their own two feet, and who will not become a public charge.”

We’ve come to expect “alternative facts” from this administration, but who could have foreseen alternative poems?

Still, the concept of ‘bootstrapping’ is far from limited to the rhetorical territory of the welfare state and social safety net. It’s also a favorite term of art in Silicon Valley tech and venture capital circles: see for example this excellent (and scary) recent piece by my editor Danny Crichton, in which young VC firms attempt to overcome a lack of the startup capital that is essential to their business model by creating, as perhaps an even more essential feature of their model, impossible working conditions for most everyone involved. Often with predictably disastrous results.

It is in this context of unrealistic expectations about people’s labor, that I want to introduce my most recent interviewee in this series of in-depth conversations about ethics and technology.

Mary L. Gray is a Fellow at Harvard University’s Berkman Klein Center for Internet and Society and a Senior Researcher at Microsoft Research. One of the world’s leading experts in the emerging field of ethics in AI, Mary is also an anthropologist who maintains a faculty position at Indiana University. With her co-author Siddharth Suri (a computer scientist), Gray coined the term “ghost work,” as in the title of their extraordinarily important 2019 book, Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass. 

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Image via Mary L. Gray / Ghostwork / Adrianne Mathiowetz Photography

Ghost Work is a name for a rising new category of employment that involves people scheduling, managing, shipping, billing, etc. “through some combination of an application programming interface, APIs, the internet and maybe a sprinkle of artificial intelligence,” Gray told me earlier this summer. But what really distinguishes ghost work (and makes Mary’s scholarship around it so important) is the way it is presented and sold to the end consumer as artificial intelligence and the magic of computation.

In other words, just as we have long enjoyed telling ourselves that it’s possible to hoist ourselves up in life without help from anyone else (I like to think anyone who talks seriously about “bootstrapping” should be legally required to rephrase as “raising oneself from infancy”), we now attempt to convince ourselves and others that it’s possible, at scale, to get computers and robots to do work that only humans can actually do.

Ghost Work’s purpose, as I understand it, is to elevate the value of what the computers are doing (a minority of the work) and make us forget, as much as possible, about the actual messy human beings contributing to the services we use. Well, except for the founders, and maybe the occasional COO.

Facebook now has far more employees than Harvard has students, but many of us still talk about it as if it were little more than Mark Zuckerberg, Cheryl Sandberg, and a bunch of circuit boards.

But if working people are supposed to be ghosts, then when they speak up or otherwise make themselves visible, they are “haunting” us. And maybe it can be haunting to be reminded that you didn’t “bootstrap” yourself to billions or even to hundreds of thousands of dollars of net worth.

Sure, you worked hard. Sure, your circumstances may well have stunk. Most people’s do.

But none of us rise without help, without cooperation, without goodwill, both from those who look and think like us and those who do not. Not to mention dumb luck, even if only our incredible good fortune of being born with a relatively healthy mind and body, in a position to learn and grow, here on this planet, fourteen billion years or so after the Big Bang.

I’ll now turn to the conversation I recently had with Gray, which turned out to be surprisingly more hopeful than perhaps this introduction has made it seem.

Greg Epstein: One of the most central and least understood features of ghost work is the way it revolves around people constantly making themselves available to do it.

Mary Gray: Yes, [What Siddarth Suri and I call ghost work] values having a supply of people available, literally on demand. Their contributions are collective contributions.

It’s not one person you’re hiring to take you to the airport every day, or to confirm the identity of the driver, or to clean that data set. Unless we’re valuing that availability of a person, to participate in the moment of need, it can quickly slip into ghost work conditions.

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The Pill Club is donating 5,000 units of emergency contraception

Eleven million women in the U.S. live more than an hour from an abortion clinic, a number expected to increase as facilities close up shop following new restrictions on women’s healthcare in several states.

Planned Parenthood and other leading nonprofits continue to put up a good fight while private “mission-driven” companies in the burgeoning women’s health tech sector are all talk and little action. But a new effort from The Pill Club, an Alphabet-backed birth control and prescription delivery startup, may lead to change in the nascent sector.

The Pill Club has partnered with Power To Decide, a nonprofit campaign to prevent unplanned pregnancies, to dole out free emergency contraception to women in need. Together they’ll distribute 5,000 units of a generic form of Plan B, a pill taken after sex to stop a pregnancy before it starts. For the next three months The Pill Club will also match all donations up to $10,000 made to Power To Decide’s Contraceptive Access Fund, which helps low-income women access contraception. Anyone can sign up now to receive free units.

The Pill Club’s decision to share resources with a nonprofit comes as several states this year have imposed new laws restricting or outlawing abortion procedures. Alabama, for example, earlier this year passed a Senate bill banning abortion in the state. Arkansas, Indiana, Kentucky and others have also OK’d new restrictions on abortion.

The Pill Club

This is The Pill Club’s first effort to donate emergency contraception to populations in need, as well as its first partnership with a not-for-profit entity. Co-founder and chief executive officer Nick Chang says the startup thought long and hard about how it could be most helpful to women in this political climate.

“We thought, what can we do to support women in these states in ways that other companies may not be able to?,” Chang tells TechCrunch. “This is the moment where private companies can really go out and benefit women in ways that may not be supported in other avenues. Since we have the means and ability to do it in ways that are more convenient and private, it’s our opportunity to drive access and support.”

Founded in 2014 and backed with more than $60 million in venture capital funding, one might argue The Pill Club should have forged partnerships like this from the get-go. Curious what efforts other well-funded birth control startups were making to support women in 2019, especially women in contraceptive deserts who are likely unfamiliar with the new line of consumer birth control brands, I reached out to The Pill Club’s competitors Nurx, a fellow birth control delivery company, and Hers, a line of women’s healthcare products owned by the billion-dollar startup Hims.

Both companies emphasized the fact that many of their customers live in Southern states, or the region most impacted by new limitations to abortion care, but didn’t mention any new efforts to increase access, like partnerships with nonprofits or donations. Hers provided this quote from the company’s co-founder Hilary Coles, which didn’t answer my question but did make clear the company is thinking about serving contraceptive deserts:

“At Hers, our mission is to provide women with more convenient and affordable access to the healthcare system,” Hers co-founders Hilary Coles said in a statement. “Approximately 3.5 million patients go without care because they cannot access transportation to their providers and 19.5 million women have reported not having access to a clinic that provides birth control specifically. That’s simply unacceptable. Closing the gaps caused by geographic barriers between patients and their doctors was one of the primary challenges we set out to address when founding Hers. We’re proud to be a resource for women nationwide, including those who live in contraceptive deserts who may not otherwise have access to the care they need. It’s crucial to Hers to be part of the solution in alleviating the pain points women experience within the healthcare system.” 

It’s not the responsibility of these companies to improve the political landscape of the U.S., but with $340 million in private capital shared between them, the trio does have a unique opportunity to innovate, share, collaborate and influence. After all, that’s what’s so great about healthtech; it brings new, innovative solutions to an industry characterized by antiquated systems and slow movers. For once, Silicon Valley’s “move fast and break things” mantra may be appropriately applied to a facet of healthcare. Women need sustained access to contraception and abortion care. Fast.

“This is the time when private companies can step in,” Chang concluded. “We can come in and help out and it’s our responsibility to do that.”

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What tech gets right about healthcare

Why is tech still aiming for the healthcare industry? It seems full of endless regulatory hurdles or stories of misguided founders with no knowledge of the space, running headlong into it, only to fall on their faces.

Theranos is a prime example of a founder with zero health background or understanding of the industry — and just look what happened there! The company folded not long after founder Elizabeth Holmes came under criminal investigation and was barred from operating in her own labs for carelessly handling sensitive health data and test results.

But sometimes tech figures it out. It took years for 23andMe to breakthrough FDA regulations — it’s since more than tripled its business and moved into drug discovery.

And then there’s Oscar Health, which first made a mint on Obamacare and has since ventured into Medicare. Combined with Bright, the two health insurance startups have pulled in a whopping $3 billion so far.

It’s easy to shake our fists at fool-hardy founders hoping to cash in on an industry that cannot rely on the old motto “move fast and break things.” But it doesn’t have to be the code tech lives or dies by.

So which startups have the mojo to keep at it and rise to the top? Venture capitalists often get to see a lot before deciding to invest. So we asked a few of our favorite health VC’s to share their insights.

Phin Barnes – First Round Capital

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