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AI startup Sorcero secures $10M for language intelligence platform
Sorcero announced Thursday a $10 million Series A round of funding to continue scaling its medical and technical language intelligence platform.
The latest funding round comes as the company, headquartered in Washington, D.C. and Cambridge, Massachusetts, sees increased demand for its advanced analytics from life sciences and technical companies. Sorcero’s natural language processing platform makes it easier for subject-matter experts to find answers to their questions to aid in better decision making.
CityRock Venture Partners, the growth fund of H/L Ventures, and Harmonix Fund co-led the round and were joined by new investors Rackhouse, Mighty Capital and Leawood VC, as well as existing investors, Castor Ventures and WorldQuant Ventures. The new investment gives Sorcero a total of $15.7 million in funding since it was founded in 2018.
Prior to starting Sorcero, Dipanwita Das, co-founder and CEO, told TechCrunch she was working in public policy, a place where scientific content is useful, but often a source of confusion and burden. She thought there had to be a more effective way to make better decisions across the healthcare value chain. That’s when she met co-founders Walter Bender and Richard Graves and started the company.
“Everything is in service of subject-matter experts being faster, better and less prone to errors,” Das said. “Advances of deep learning with accuracy add a lot of transparency. We are used by science affairs and regulatory teams whose jobs it is to collect scientific data and effectively communicate it to a variety of stakeholders.”
The total addressable market for language intelligence is big — Das estimated it to be $42 billion just for the life sciences sector. Due to the demand, the co-founders have seen the company grow at 324% year over year since 2020, she added.
Raising a Series A enables the company to serve more customers across the life sciences sector. The company will invest in talent in both engineering and on the commercial side. It will also put some funds into Sorcero’s go-to-market strategy to go after other use cases.
In the next 12 to 18 months, a big focus for the company will be scaling into product market fit in the medical affairs and regulatory space and closing new partnerships.
Oliver Libby, partner at CityRock Venture Partners, said Sorcero’s platform “provides the rails for AI solutions for companies” that have traditionally found issues with AI technologies as they try to integrate data sets that are already in existence in order to run analysis effectively on top of that.
Rather than have to build custom technology and connectors, Sorcero is “revolutionizing it, reducing time and increasing accuracy,” and if AI is to have a future, it needs a universal translator that plugs into everything, he said.
“One of the hallmarks in the response to COVID was how quickly the scientific community had to do revolutionary things,” Libby added. “The time to vaccine was almost a miracle of modern science. One of the first things they did was track medical resources and turn them into a hook for pharmaceutical companies. There couldn’t have been a better use case for Sorcero than COVID.”
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Seqera Labs grabs $5.5M to help sequence COVID-19 variants and other complex data problems
Bringing order and understanding to unstructured information located across disparate silos has been one of the more significant breakthroughs of the big data era, and today a European startup that has built a platform to help with this challenge specifically in the area of life sciences — and has, notably, been used by labs to sequence and so far identify two major COVID-19 variants — is announcing some funding to continue building out its tools to a wider set of use cases, and to expand into North America.
Seqera Labs, a Barcelona-based data orchestration and workflow platform tailored to help scientists and engineers order and gain insights from cloud-based genomic data troves, as well as to tackle other life science applications that involve harnessing complex data from multiple locations, has raised $5.5 million in seed funding.
Talis Capital and Speedinvest co-led this round, with participation also from previous backer BoxOne Ventures and a grant from the Chan Zuckerberg Initiative, Mark Zuckerberg and Dr. Priscilla Chan’s effort to back open source software projects for science applications.
Seqera — a portmanteau of “sequence” and “era”, the age of sequencing data, basically — had previously raised less than $1 million, and quietly, it is already generating revenues, with five of the world’s biggest pharmaceutical companies part of its customer base, alongside biotech and other life sciences customers.
Seqera was spun out of the Centre for Genomic Regulation, a biomedical research center based out of Barcelona, where it was built as the commercial application of Nextflow, open source workflow and data orchestration software originally created by the founders of Seqera, Evan Floden and Paolo Di Tommaso, at the CGR.
Floden, Seqera’s CEO, told TechCrunch that he and Di Tommaso were motivated to create Seqera in 2018 after seeing Nextflow gain a lot of traction in the life science community, and subsequently getting a lot of repeat requests for further customization and features. Both Nextflow and Seqera have seen a lot of usage: the Nextflow runtime has been downloaded more than 2 million times, the company said, while Seqera’s commercial cloud offering has now processed more than 5 billion tasks.
The COVID-19 pandemic is a classic example of the acute challenge that Seqera (and by association Nextflow) aims to address in the scientific community. With COVID-19 outbreaks happening globally, each time a test for COVID-19 is processed in a lab, live genetic samples of the virus get collected. Taken together, these millions of tests represent a goldmine of information about the coronavirus and how it is mutating, and when and where it is doing so. For a new virus about which so little is understood and that is still persisting, that’s invaluable data.
So the problem is not if the data exists for better insights (it does); it is that it’s nearly impossible to use more legacy tools to view that data as a holistic body. It’s in too many places, and there is just too much of it, and it’s growing every day (and changing every day), which means that traditional approaches of porting data to a centralized location to run analytics on it just wouldn’t be efficient, and would cost a fortune to execute.
That is where Segera comes in. The company’s technology treats each source of data across different clouds as a salient pipeline which can be merged and analyzed as a single body, without that data ever leaving the boundaries of the infrastructure where it already exists. Customised to focus on genomic troves, scientists can then query that information for more insights. Seqera was central to the discovery of both the Alpha and Delta variants of the virus, and work is still ongoing as COVID-19 continues to hammer the globe.
Seqera is being used in other kinds of medical applications, such as in the realm of so-called “precision medicine.” This is emerging as a very big opportunity in complex fields like oncology: cancer mutates and behaves differently depending on many factors, including genetic differences of the patients themselves, which means that treatments are less effective if they are “one size fits all.”
Increasingly, we are seeing approaches that leverage machine learning and big data analytics to better understand individual cancers and how they develop for different populations, to subsequently create more personalized treatments, and Seqera comes into play as a way to sequence that kind of data.
This also highlights something else notable about the Seqera platform: it is used directly by the people who are analyzing the data — that is, the researchers and scientists themselves, without data specialists necessarily needing to get involved. This was a practical priority for the company, Floden told me, but nonetheless, it’s an interesting detail of how the platform is inadvertently part of that bigger trend of “no-code/low-code” software, designed to make highly technical processes usable by non-technical people.
It’s both the existing opportunity and how Seqera might be applied in the future across other kinds of data that lives in the cloud that makes it an interesting company, and it seems an interesting investment, too.
“Advancements in machine learning, and the proliferation of volumes and types of data, are leading to increasingly more applications of computer science in life sciences and biology,” said Kirill Tasilov, principal at Talis Capital, in a statement. “While this is incredibly exciting from a humanity perspective, it’s also skyrocketing the cost of experiments to sometimes millions of dollars per project as they become computer-heavy and complex to run. Nextflow is already a ubiquitous solution in this space and Seqera is driving those capabilities at an enterprise level – and in doing so, is bringing the entire life sciences industry into the modern age. We’re thrilled to be a part of Seqera’s journey.”
“With the explosion of biological data from cheap, commercial DNA sequencing, there is a pressing need to analyse increasingly growing and complex quantities of data,” added Arnaud Bakker, principal at Speedinvest. “Seqera’s open and cloud-first framework provides an advanced tooling kit allowing organisations to scale complex deployments of data analysis and enable data-driven life sciences solutions.”
Although medicine and life sciences are perhaps Seqera’s most obvious and timely applications today, the framework originally designed for genetics and biology can be applied to any a number of other areas: AI training, image analysis and astronomy are three early use cases, Floden said. Astronomy is perhaps very apt, since it seems that the sky is the limit.
“We think we are in the century of biology,” Floden said. “It’s the center of activity and it’s becoming data-centric, and we are here to build services around that.”
Seqera is not disclosing its valuation with this round.
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Senti Bio raises $105 million for its new programmable biology platform and cancer therapies
Senti Biosciences, a company developing cancer therapies using a new programmable biology platform, said it has raised $105 million in a new round of financing led by the venture arm of life sciences giant Bayer.
The company’s technology uses new computational biological techniques to manufacture cell and gene therapies that can more precisely target specific cells in the body.
Senti Bio’s chief executive, Tim Lu, compares his company’s new tech to the difference between basic programming and object-oriented programming. “Instead of creating a program that just says ‘Hello world’, you can introduce ‘if’ statements and object-oriented programming,” said Lu.
By building genetic material that can target multiple receptors, Senti Bio’s therapies can be more precise in the way they identify genetic material in the body and deliver the kinds of therapies directly to the pathogens. “Instead of the cell expressing a single receptor… now we have two receptors,” he said.
The company is initially applying its gene circuit technology platform to develop therapies that use what are called chimeric antigen receptor natural killer (CAR-NK) cells that can target cancer cells in the body and eliminate them. Many existing cell and gene therapies use chimeric antigen receptor T-cells, which are white blood cells in the body that are critical to immune response and destroy cellular pathogens in the body.
However, T-cell-based therapies can be toxic to patients, stimulating immune responses that can be almost as dangerous as the pathogens themselves. Using CAR-NK cells produces similar results with fewer side effects.
That’s independent of the gene circuit, said Lu. “The gene circuit gets you specificity… Right now when you use a CAR-T cell or a CAR-NK cell… you find a target and hope that it doesn’t affect normal cells. We can build logic in our gene circuits in the cell that means a CAR-NK cell can identify two targets rather than one.”
That increased targeting means lower risks of healthy cells being destroyed alongside mutations or pathogens that are in the body.
For Lu and his co-founders — fellow MIT professor Jim Collins, Boston University professor Wilson Wong and longtime synthetic biology operator Phillip Lee — Senti Bio is the culmination of decades of work in the field.
“I compare it to the early days of semiconductor work,” Lu said of the journey to develop this gene circuit technology. “There were bits and pieces of technology being developed in research labs, but to realize the scale at which you need, this has to be done at the industrial level.”
So licensing work from MIT, Boston University and Stanford, Lu and his co-founders set out to take this work out of the labs to start a company.
“When the company was started it was a bag of tools and the know-how on how to use them,” Lu said. But it wasn’t a fully developed platform.
That’s what the company now has and with the new capital from Leaps by Bayer and its other investors, Senti is ready to start commercializing.
The first products will be therapies for acute myeloid leukemia, hepatocellular carcinoma and other, undisclosed, solid tumor targets, the company said in a statement.
“Leaps by Bayer’s mission is to invest in breakthrough technologies that may transform the lives of millions of patients for the better,” said Juergen Eckhardt, MD, head of Leaps by Bayer. “We believe that synthetic biology will become an important pillar in next-generation cell and gene therapy, and that Senti Bio’s leadership in designing and optimizing biological circuits fits precisely with our ambition to prevent and cure cancer and to regenerate lost tissue function.”
Lu and his co-founders also see their work as a platform for developing other cell therapies for other diseases and applications — and intend to partner with other pharmaceutical companies to bring those products to market.
“Over the past two years, our team has designed, built and tested thousands of sophisticated gene circuits to drive a robust product pipeline, focused initially on allogeneic CAR-NK cell therapies for difficult-to-treat liquid and solid tumor indications,” Lu said in a statement. “I look forward to continued platform and pipeline advancements, including starting IND-enabling studies in 2021.”
The new financing round brings Senti’s total capital raised to just under $160 million and Lu said the new money will be used to ramp up manufacturing and accelerate its work partnering with other pharmaceutical companies.
The current time frame is to get its investigational new drug permits filed by late 2022 and early 2023 and have initial clinical trials begun in 2023.
Developing gene circuits is a new and expanding field with a number of players, including Cell Design Labs, which was acquired by Gilead in 2017 for up to $567 million. Other companies working on similar therapies include CRISPR Therapeutics, Intellius and Editas, Lu said.
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Ro makes the weight loss product Plenity commercially available to everyone in the US
In what could be the first step in the development of a significant new line of business for the telemedicine prescription provider Ro, the company is finally announcing the general commercial availability of weight loss product, Plenity.
Developed by Gelesis, a biotech company that makes treatments for gastro-intestinal disorders, Plenity is a weight loss treatment that uses citric acid and cellulose to create a non-toxic paste that makes people feel more full after they ingest it. Taken before meals, the pill becomes a substance that expands to take up about 25% of the stomach, so people eat less.
The product has been approved by the U.S. Food and Drug Administration and is available for a much broader segment of the population than other weight loss products. While most prescription medicines are intended for people who are obese, the Gelesis product is made for people who are overweight, too.
“That’s adults who have a BMI from 25 up to 40. That’s 150 million Americans,” according to Gelesis chief commercial and operating officer, David Pass.
Plenity received FDA approval last April, and Gelesis started working with Ro soon after, according to Pass. The idea was to craft a strategy that could get the treatment, which is classified as a medical device and not a drug, in the hands of as many patients as quickly as possible.
For Ro, the agreement with Gelesis is a sign of potential things to come. The company is the exclusive online provider of the Plenity treatment and Ro founder Zachariah Reitano said that there’s an incredible potential to engage in more of these types of deals.
“We would love to be able to partner with pharmaceutical companies to decrease the cost of distribution,” said Reitano. “We were excited to build an exciting treatment solution for weight management. Our high-level mission is to be the patient’s first call.”
With the Gelesis partnership Ro can add another highly desirable treatment to its roster of therapies — and one that can be a contributing factor to increasing the severity of other conditions that the company already provides treatment for, Reitano said.
“There are a few conditions that we currently treat that are exacerbated by a patient being overweight or obese. People who struggle with weight management will also experience ED. Obesity can lead to heart failure, stroke, coronary heart disease, hypertension, depression,” Reitano said. “The breadth of the label is interesting. Only FDA approved with a BMI from 25 to 40. FDA approved treatment have been between 30 and 40. [It] makes the treatment more accessible to a wider variety of people.”
As the only online provider of the treatment, Ro has developed an onboarding process to ensure that the Plenity therapy isn’t abused by people who suffer from eating disorders.
“During our onboarding we not only ask questions to patients about their weight management. There’s a consecutive set of images that need to be uploaded and taken with the provider. That’s something we’ve taken a lot of time and energy to make sure about,” said Reitano.
Like the other treatments Ro offers, Plenity is a cash-pay prescription, because the weight loss treatments aren’t typically covered by insurance, he said.
The benefit of working with an online pharmacy like Ro to provide distribution for a new therapy was obvious to both startups.
“We turned this market on its head by putting the consumer at the heart of everything we do,” said Pass. The treatment costs $98 per month, compared to other therapies or branded medications that could be as much $300 and $350 per month, according to Pass.
One reason that Gelesis is able to reduce the price of the drug is that it won’t have to hire a massive sales force to pitch it. The company has Ro for that.
“Normally you have a pharmaceutical company that would have to hire a sales force and go door to door and it increases the cost of a new drug. [Ro] can make a new, innovative treatment, like Plenity, available nationwide,” Reitano said.
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Owkin raises $25 million as it builds a secure network for healthcare analysis and research
Imagine a model of collaborative research and development among hospitals, pharmaceutical companies, universities and other research institutions where no one shared any actual data.
That’s the dream of the new New York-based startup Owkin, which has raised $25 million in fresh financing from investors, including Bpifrance Large Venture, Cathay Innovation and MACSF (the French Pension Fund for Clinicians), alongside previous investors GV, F-Prime Capital and Eight Roads.
The company’s pitch is that data scientists, clinical doctors, academics and pharmaceutical companies can all log in to the virtual lab that Owkin calls the Owkin Studio.
In that virtual environment, all parties can access anonymized data sets and models exclusively to refine their own research and development and studies to ensure that the most cutting-edge insights into novel biomarkers, mechanisms of action and predictive models inform the work that all of the relevant parties are doing.
The ultimate goal, the company said, is to improve patient outcomes.
In its quest to get more companies and institutions to open up and share information — with the promise that the information can’t be extracted or used in a way that isn’t allowed by the owners of the data — Owkin is replicating work that other companies are pursuing in fields ranging from healthcare to financial services and beyond.
The Israeli company Qedit has developed similar technologies for the financial services industry, and Sympatic, a recent graduate from one of the recent batches of Techstars companies, is working on a similar technology for the healthcare industry.
Owkin makes money by enabling remote access to the data sets for pharmaceutical companies and licensing the models developed by universities to those companies. It’s a way for the company to entice researchers to join the platform and provide another revenue stream for research institutions who have seen their funding decline over the last 40 years.
“We have a huge loop of academic universities that have access to the data and are developing algorithms and we share data,” said the company’s chief executive Dr. Thomas Clozel. “At the end what it helps is developing better drugs.”
Declines in federal funding for scientific research since the 1980s (Image courtesy of The Conversation)
The investment from Owkin’s new and existing investors takes the company to $55 million in total capital raised through the extension of its Series A round. In all, the round totaled $52 million, Clozet said.
“We are exactly where we need to be because it’s about privacy and privacy is more important than ever before,” said Clozet.
The COVID-19 epidemic has emphasized the need for closer collaboration among different corporations and research institutions, and that has also increased demand for the company’s technology. “It touches everything… We have access to the right data sets and centers to build the best models for COVID,” said Clozet. “We’re lucky to have the right traction before the COVID happens and we have the right research that has been done.”
In fact, the company has launched the Covid-19 Open AI Consortium (COAI), and is using its platform to advance collaborative research and accelerate clinical development of effective treatments for patients infected with the coronavirus, the company said. All of its findings will be shared with the global medical and scientific communities.
The initial focus on the research is on cardiovascular complications in COVID-19 patients in collaboration with CAPACITY, an international registry working with over 50 centers worldwide, the company said. Other areas of research will include patient outcomes and triage, and the prediction and characterization of immune response, according to Owkin.
“Since we first backed Owkin in 2017, we have been sharing its vision to apply AI to fighting one of the most dreadful diseases on earth: cancer,” said Jacky Abitbol, a partner at Cathay Innovation. “Owkin has risen to become a leader in digital health, we are proud to grow our investment in the company to fuel its ambition to pioneer AI for medical research, while preserving patient-privacy and data security.”
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Trialjectory uses self-reported clinical data to match cancer patients with clinical trials
Trialjectory, which is developing a new technology service to match cancer patients with clinical trials, has raised $2.7 million to finance its continued growth.
Led by Contour Venture Partners, the new financing will be used to accelerate Trialjectory’s operations by adding more clinical trials for different cancer types and expanding the company’s outreach to caregivers, pharmaceutical companies and patients, the company said.
“As cancer is the second leading cause of death for Americans — with thousands of new cases diagnosed each year — having access to advanced treatment options is a necessity, not a privilege, as new trials provide better outcomes to patients,” said Tzvia Bader, Trialjectory chief executive and co-founder. “What’s more, one of the top obstacles that oncologists face today is the lack of clinical trial access for patients, which is due to the availability of more treatment options overall. Additionally, it is a very complex process to match the right patient with the right treatment, especially with the rise of personalized medicine.”
The company currently supports trials for breast cancer, colon cancer, bladder cancer, melanoma and myelodysplastic syndromes.
Trialjectory’s software was trained to seek out keywords in unstructured treatment descriptions and extracting relevant data. Its software then groups that information into clusters and standardizes the information to create a database that highlights patient attributes that would be appropriate for clinical trials.
Patients are then matched to the clinical trials after filling out a questionnaire.
“Trialjectory’s work — driven by a highly experienced management team, comprised of both oncology and technology experts — is disrupting and reshaping how we think about traditional cancer care today,” concluded Bob Greene, from Contour Venture Partners . “Even more important, it is empowering patients to take back control of their treatment, and we look forward to watching Trialjectory’s platform continue to grow quickly. We believe that the company has the potential to become a go-to resource for the global medical community to help doctors provide personalized, matched treatment options to patients in need everywhere.”
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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).
Courtesy of Andrea Coravos/Elektra Labs
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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What top VCs look for in women’s fertility startups
A number of promising women’s health tech companies have popped up in the last few years, from fertility apps to ovulation bracelets — even Apple has jumped into the subject with the addition of period tracking built into the latest edition of the watch. But there hasn’t been much in the way of innovation in women’s sexual health for decades.
In-vitro fertilization (IVF) is now a 40-year-old invention and even the top pharmaceutical companies have spent a pittance on research and development. Subjects like polycystic ovarian syndrome, endometriosis and menopause have taken a backseat to other, more fatal concerns. Fertility is itself oftentimes a mysterious black box as well, though a full 10% of the female population in the United States has difficulty getting or staying pregnant.
That’s all starting to change as startups are now bringing in millions in venture capital to gather and treat women’s health. While it’s early days (no unicorns just yet) interest in the subject has been jumping steadily higher each year.
To shine a better light on the importance of tech’s role in spurring more innovation for women’s fertility, we asked five VCs passionate about the space for their investment strategies, including Sarah Cone (Social Impact Capital), Vanessa Larco (NEA), Anu Duggal (Female Founders Fund), Jess Lee (Sequoia) and Nancy Brown (Oak HC/FT).
Sarah Cone, Social Impact Capital
Sarah Cone, Social Impact Capital
We’re interested in companies that create large data sets in women’s health and fertility, enabling personalized medicine, clinical trial virtualization, better patient outcomes, and the application of modern AI/ML techniques to generate hypotheses that discover new targets and molecules.
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The Boom, Not Doom, Of Market Failure
While it might seem that the disruption du jour is all anybody is ordering these days — making innovation, growth and new value seem like insurmountable things — businesses should focus on where they can find value most quickly. Three common challenges plague companies today: non-consumption, organizational friction and market failure. However, such unexpected failures provide… Read More
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As Internal Threats Rise, Investors Back New Security Tech
Amid this steady drumbeat of technology breaches and security snafus, venture capitalists have spent roughly $6.5 billion on new technologies to combat this menace, according to CrunchBase data. The latest company to benefit from this deluge of dollars, and the one that addresses the issue of bad actors inside corporate networks most directly, is HyTrust, which closed on $25 million. Read More
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