Year: 2020

02 Apr 2020

White House says it is ordering more companies to make ventilators

With national stockpile inventory of life-saving healthcare equipment getting dangerously close to zero, President Trump signaled that he will leverage a key national security provision to order additional companies to produce ventilators.

Trump’s reluctance to employ the law known as the Defense Production Act (DPA) has puzzled many as the administration attempts to right the myriad early wrongs that allowed the novel coronavirus to spread within the nation’s borders—an unprecedented modern public health crisis expected to claim as many as 200,000 lives in the U.S.

“Today, I have issued an order under the Defense Production Act to more fully ensure that domestic manufacturers can produce ventilators needed to save American lives,” Trump said in a statement. “My order to the Secretary of Health and Human Services and the Secretary of Homeland Security will help domestic manufacturers like General Electric, Hill-Rom, Medtronic, ResMed, Royal Philips, and Vyaire Medical secure the supplies they need to build ventilators needed to defeat the virus.”

The order will enable Health and Human Services Secretary Alex Azar to use “any and all authority available” to steer production efforts.

After much early confusion around the president’s willingness to invoke the DPA without actually putting it to use, Trump appeared to change course and on Friday wielded the law against General Motors which had already announced its intention to start manufacturing ventilators in spite of a lack of federal guidance. That heel-turn came two days after the Trump was poised to announce a deal with GM and ventilator maker Ventec Life Systems to produce up to 80,000 devices. The announcement was reportedly scuttled when the White House and FEMA balked at the effort’s $1 billion price tag.

Trump has repeatedly called the crisis-level demand for ventilators, masks and other medical supplies into question. “I have a feeling that a lot of the numbers that are being said in some areas are just bigger than they’re going to be,” Trump told Fox News host Sean Hannity last week. “I don’t believe you need 40,000 or 30,000 ventilators.” The president has also repeatedly questioned the nationwide shortage of N95 masks and other basic health protective gear, suggesting that in New York health facilities are somehow losing the masks or allowing them to be stolen, a false claim for which there is no evidence.

As states still compete for vital life-saving resources, federal orders through the DPA would force any private companies on the receiving end of an order to prioritize federal contracts. The law also allows the federal government to use its muscle to ensure that supply chains are able to produce and provide materials every step of the way. While much has been made of the law’s potency to mobilize supplies in the midst of a national crisis, the Trump administration will likely need to actively manage and coordinate with these newly-tapped manufacturers to see such orders through.

In dragging its feet to issue orders through the DPA, Trump appeared to put full faith in the private sector to step up on their own without a directive from the White House. While some companies indeed did just that, those nascent production efforts are nowhere near meeting demand and distribution issues are not resolved. As the outbreak threatens regions around the nation, many states forge ahead without vital life-saving supplies as the acute health crisis unfolding in New York offers a glimpse of a potentially disastrous near-future.

02 Apr 2020

The space in between: The stratosphere

We have airplanes and drones in our airspace and satellites in space, but what about the space in between: the stratosphere?

There are platforms, such as blimps, balloons and high-altitude long endurance (HALE) fixed-wing platforms that can duplicate functions now performed by drones or satellites in a more technically and commercially viable manner.

Commercial drones operate in our airspace below 400 feet. Commercial aircraft fly between 9-12km (30,000-39,000 feet). Satellites operate in low Earth orbit (LEO, 500-1200km), mid Earth orbit (MEO, 2000-36,000km) and geostationary Earth orbit (GEO, 36,000km).

But what about the vast space in between our air space and LEO? The approximately 488km of space known as the stratosphere, is, at present, largely uninhabited and underutilized.

The problem

Imagine if a platform wants to loiter over a single point on the Earth for an extended period of time, either to maintain situational awareness and consistent surveillance over an area of interest or maintain communications. For example, after a natural disaster, it would be invaluable and life saving to have eyes, ears and a voice in the sky monitoring and helping the afflicted. Or what if the platform were able to monitor a natural disaster before it made landfall to collect better data on the storm’s size, location and path?

Other reasons why it might be advantageous to have persistent real-time video from the sky is surveillance of vast maritime regions and borders, identification of objects of interest and monitoring events, including storms, fires and environmental disasters, on behalf of first responders and enforcement agencies.

Another example could be global internet connectivity. If platforms mesh together and talk to one another, they could connect the world below in a much more effective and efficient manner than ground-based fiber optic cables. It could monitor our oceans or protect vulnerable people from exploitation. And the potential military, intelligence and governmental applications are obvious and substantial.

In short, the applications are abundant and the potential market for this type of platform massive.

Possible existing solutions

Right now, the prevalent existing airborne platforms are drones and planes, and the prevalent existing space-based platforms are satellites. Each platform has various benefits, but none are optimized for many of the missions described above and, thus, do not necessarily accomplish those missions in the most efficient and effective manner.

Quadcopter drone

  • Pro: Cheap, close to the ground
  • Con: Can fly for only on average 30 minutes (unless you are using Impossible Aerospace’s US-1 that has over two hours of flight time), needs access to the ground below, small field of view from 400 feet, can be easily detected

Image Credits: Impossible Aerospace

Uncrewed plane

  • Pro: Larger field of view from 30,000 feet
  • Con: Can fly for only the number of hours fuel is available, expensive, can be detected

Image Credits: alxpin (opens in a new window) /Getty Images

Constellation of LEO satellites

  • Pro: Large field of view from 500-1,200km
  • Con: One would need hundreds or thousands of satellites in orbit for full-world coverage since the 90-minute orbits have access only over a single point on the Earth for ~15 minutes of the ~90 minute orbit; also, the satellite needs to be successfully launched from a rocket, escape Earth’s velocity and operate for years in the radioactive vacuum of space (which, while easier and less expensive than a GEO satellite, still requires a fair amount of effort and expense)

Image Credits: Spire Global

GEO satellite

  • Pro: Covers one-third of the Earth
  • Con: Large (school-bus sized), expensive (many millions of dollars), takes years (sometimes decades) to design/build/launch and does not provide the necessary low resolution or short latency

The solutions above are optimized for other types of critical missions. For example, drones are great for monitoring crops or inspecting infrastructure (as Drone Deploy software enables) or delivering emergency medical supplies (which Zipline and Google Wing are doing). Remotely-operated planes like General Atomics MQ-1 Predator have offensive military applications.

Constellations of LEO satellites in space, like Spire Global, can provide maritime, aviation and weather monitoring and prediction, or take photos of the world, as Planet Labs does. Lastly, GEO satellites can also be used for monitoring weather, communication and surveillance, but at a high level, not localized.

Possible future solutions

There are a handful of companies working on solutions specifically optimized for the mission of loitering over a single point. These solutions include balloons, blimps and HALE (high-altitude long endurance) platforms in the stratosphere.

Balloons


Image Credits: WorldView

Companies like Loon, WorldView and WindBorne use air currents in the stratosphere to loiter over a single point. Their platforms have no propulsion on board and the structure consists of two balloons, a lift and a ballast balloon. The lift balloon contains either helium or hydrogen and is sealed with special UV-coated material. They use a compressor to add or remove air from the ballast balloon so that it becomes lighter or heavier to make the balloon go up or down depending on wind speed and direction and which air current they would like to ride.

  • Pro: You cannot see these balloons from the ground with the naked eye or with most types of current ground-based tracking systems. They are fairly cheap, can be launched easily and can loiter over a single area for days or even months at a time.
  • Con: Without propulsion, balloons are difficult to navigate through intense stratospheric winds, so it might be hard to precisely navigate and keep the balloons over the specific area of interest. The balloons are not recoverable when the flight terminates, although when the balloon bursts and returns to Earth you might be able to recover the payload.

Blimps

Image Credits: MR1805 (opens in a new window) / Getty Images

  • Pro: They are fairly large so they can carry heavier payloads and provide more power to the payload. You can re-land the entire platform to either fix or recover the payload, and launch it multiple times.
  • Con: They can be seen from the ground because they are so large, which makes them vulnerable to being shot down. Companies like Sceye and Altaeros are using the Goodyear Blimp with some tech upgrades. Their airships either have propulsion or are tied to the ground below, so they can better control where they are going, and they have upgraded UV and ozone-resistant skin.

HALE fixed-wing

Companies like Zenith and Skydweller are working on high-altitude long endurance (HALE) fixed-wing platforms. These high-aspect-ratio aircraft (which means long but slender wings) are powered by sunlight hitting the solar panels on the wings. The power that is generated can either power the plane and payload or be stored in the batteries. Therefore, if enough power is generated and stored during the day to last throughout the night, the plane can fly indefinitely.

  • Pro: They can be precisely controlled by a pilot.
  • Con: They have limited power for the payload, as most of the power generated is needed to power the aircraft.

*TRL: technology readiness level

For all of these platforms, there will be additional challenges in the areas of manufacturing and mission management. The platforms need to be manufactured and launched cheaply, quickly and reliably. This takes time and money. Additionally, there are issues relating to who will monitor the platforms once they are in the stratosphere — the company that built the platform or the customers whose payload the platform is holding?

Another issue that platforms that operate in the stratosphere will face relates to who regulates the stratosphere. Obviously, putting and operating platforms in the stratosphere raises a number of regulatory and legal questions that will have to be resolved.

I believe there is enough room in this market (and certainly in the stratosphere) for all of these platforms to be successful. They complement existing platforms such as drones and satellites and, for certain critical missions, can be more effective and efficient than their counterparts that operate in the airspace or in LEO/GEO.

02 Apr 2020

HBO makes some top shows, movies, and documentaries free to stream on HBO NOW and HBO GO

Giving people even more of a reason to stay home and follow the social distancing measures designed to stop the spread of COVID-19 in the US, HBO said it would be making 500 hours of programming free to stream over HBO NOW and HBO Go without a subscription starting Friday, April 3.

Shows that audiences can stream include some of the best television shows ever made like The Sopranos and The Wire, and other very good HBO shows like Veep and Six Feet Under.

Movie titles like Pokémon Detective Pikachu, Crazy, Stupid, Love and back catalog gems like (one of my favorite movies of all-time) Empire of the Sun join docu-series including McMillion$ and The Case Against Adnan Syed as free-to-stream offerings as well.

Viewers who want to watch what is inarguably the best show ever made (it’s The Wire) can download the HBO NOW or HBO GO apps or visit HBONOW.com or HBOGO.com.

The network’s distribution partners will also make the shows available to stream for free in the coming days, the company said. This offer marks the first time that HBO has made this amount of programming available for free outside of the paywall on either of its apps, the company said.

The full list of HBO content available to stream without a subscription includes:

  • Ballers (5 Seasons)

  • Barry (2 Seasons)

  • Silicon Valley (6 Seasons)

  • Six Feet Under (5 Seasons)

  • The Sopranos (7 Seasons)

  • Succession (2 Seasons)

  • True Blood (7 Seasons

  • Veep (7 Seasons)

  • The Wire (5 Seasons)

10 Docuseries and Documentaries

  • The Apollo

  • The Case Against Adnan Syed

  • Elvis Presley: The Searcher

  • I Love You, Now Die: The Commonwealth v. Michelle Carter

  • The Inventor: Out for Blood in Silicon Valley

  • Jane Fonda in Five Acts

  • McMillion$

  • True Justice: Bryan Stevenson’s Fight for Equality

  • United Skates

  • We Are the Dream: The Kids of the MLK Oakland Oratorical Fest

20 Warner Bros. Theatricals

  • Arthur

  • Arthur 2: On the Rocks

  • Blinded By the Light

  • The Bridges of Madison County

  • Crazy, Stupid, Love

  • Empire of the Sun

  • Forget Paris

  • Happy Feet Two

  • Isn’t It Romantic?

  • The Lego Movie 2: The Second Part

  • Midnight Special

  • My Dog Skip

  • Nancy Drew And The Hidden Staircase

  • Pan

  • Pokémon Detective Pikachu

  • Red Riding Hood

  • Smallfoot

  • Storks

  • Sucker Punch

  • Unknown

02 Apr 2020

Pinterest CEO and a team of leading scientists launch a self-reporting COVID-19 tracking app

There have been a few scattered efforts to leverage crowd-sourced self-reporting of symptoms as a way to potentially predict and chart the progress of COVID-19 across the U.S., and around the world. A new effort looks like the most comprehensive, well-organized and credibly backed yet, however – and it’s been developed in part by Pinterest co-founder and CEO Ben Silbermann.

Silbermann and a team from Pinterest enlisted the help of high school friend, and CRISPR gene-editing pioneer / MIT and Harvard Broad Institute member Dr. Feng Zhang to build what Silbermann termed in a press release a “bridge between citizens and scientists.” The result is the ‘How We Feel’ app that Silbermann developed along with input from Zhang, and a long list of well-regarded public health, computer science, therapeutics, social sincere and medical professors from Harvard, Stanford, MIT, Weill Cornell and more.

How We Feel is a mobile app available for both iOS and Android, which is free to download, and which is designed to make it very easy to self-report whether or not they feel well – and if they’re feeling unwell, what symptoms they’re experiencing. It also asks for information about whether or not you’ve been tested for COVID-19, and whether you’re self-isolation, and for how long. The amount of interaction required is purposely streamlined to make it easy for anyone to contribute daily, and to do so in a minute or less.

The app doesn’t ask for or collect info including name, phone numb or email information. It includes an up-front request that users agree to donate their information, and the data collected will be aggregated and then shared with researchers, public health professionals and doctors, including those who are signed on as collaborators with the project, as well as others (and the project is encouraging collaborators to reach out if interested). Part of the team working on the project are experts in the field of ‘differential privacy,’ and a goal of the endeavor is to ensure that people’s information is used responsibly.

The How We Feel app is, as mentioned, one of a number of similar efforts out there, but this approach has a number of advantages when compared to existing projects. First, it’s a mobile app, whereas some rely on web-based portals that are less convenient for the average consumer, especially when you want continued use over time. Second, they’re motivating use through positive means – Silbermann and his wife Divya will be providing a donated meal to non-profit feeding America for every time a person downloads and uses the app for the first time, up to a maximum of 10 million meals. Finally, it’s already designed in partnership with, and backed by, world-class academic institutions and researchers, and seems best-positioned to be able to get the information it gathers to the greatest number of those in a position to help.

How We Feel is organized as an entirely independent, non-profit organization, and it’s hoping to expand its availability and scientific collaboration globally. It’s an ambitious project, but also one that could be critically important in supplementing testing efforts and other means of tracking the progress and course of the spread of SARS-CoV-2 and COVID-19. While self-reported information on its own is far fro a 100 percent accurate or reliable source, taken in aggregate at scale, it could be a very effective leading indicator of new or emerging viral hotspots, or provide scientific researches with other valuable insights when used in combination with other signals.

02 Apr 2020

U.S. markets shrug off record unemployment numbers as tech shares rise

Despite reports of historic unemployment with roughly 6.6 million Americans filing for unemployment, domestic stocks rose during regular trading today.

One day after grim estimates on the potential death toll from the COVID-19 epidemic in the US sent stocks tumbling and amid a continuing economic fallout from the government’s response to slow the spread of the disease, all three major US indices gained.

Meanwhile, the federal government in the US continues to work on the specifics of how to funnel nearly $2 trillion into the American economy as part of the CARES Act stimulus package. And pharmaceutical and medical device companies are working day and night to develop better diagnostics tools and novel therapies to treat the virus while potential vaccines slowly make their way through the regulatory approval process.

Here’s the tale of the tape:

  • Dow Jones Industrial Average: +469.93, +2.24%
  • S&P 500: +56.40, +2.28%
  • Nasdaq Composite: +126.73, +1.72

The tech-heavy Nasdaq rose the least of the major indices, indicating that the up-day wasn’t as bright for the technology industry. This fact was underscored by a selloff among shares of SaaS and cloud stocks, as measured by the Bessemer cloud index that fell 1.4% on the day. The Nasdaq remains in bear market territory.

After-hours today, shares of Tesla shot higher after the electric car company announced delivery numbers that delighted investors. The volatile company announced 88,400 deliveries for the three-month period, ahead of expectations of 79,900 per FactSet.

Looking ahead, it doesn’t feel like the market has digested the scale of economic impact that the new unemployment claims implies; with employment falling sharply, demand contracting, and economies around the world prioritizing safety over commerce, the world could be in for more than an economic pause, or lull. We may be staring down the first weeks of a depression.

02 Apr 2020

Tesla delivers 88,400 electric vehicles, beating expectations

Tesla delivered 88,400 vehicles in the first quarter, beating most analysts expectations despite a 21% decrease from the previous quarter as the COVID-19 pandemic put downward pressure on demand and created logistical challenges.

Tesla said Thursday it produced 103,000 electric vehicles in the first quarter, about 2% lower than the previous period.

The deliveries and production figures beat most analysts expectations, causing Tesla shares to jump more than 10.4% in after hours trading. Analysts, who had anticipated lower numbers due to the COVID-19 pandemic, had varying forecasts. A consensus of analysts by FactSeat expected more than 79,908 vehicles would be delivered while Reuters reported IBES data from Refinitiv forecast numbers as high as 93,399 vehicles.

The company, which does direct sales to consumers as opposed to using dealerships, was able to beat those expectations because it continued to produce and deliver its electric vehicles to customers in spite of the COVID-19 pandemic.

While COVID-19 still affected Tesla, the company still managed to beat its delivery numbers from the first quarter of 2019.

Here’s a breakdown of the first quarter 2020 deliveries and production:

  • Tesla delivered 88,400 vehicles (compared to 112,000 in Q4 and 63,000 in Q1 2019)
  • Tesla produced 103,000 vehicles (compared to 105,000 in Q4 and 77,100 in Q1 2019)

This quarter deliveries included some Model Y vehicles, the newest addition to Tesla’s portfolio. Model Y production started in January and deliveries began in March according to Tesla.

Tesla also said that its new Shanghai factory, which is producing the Model 3 for Chinese customers, is achieving “record levels of production, despite significant setbacks.” Tesla didn’t provide any details on the levels of production at the Shanghai factory. The first public deliveries of Model 3 sedans produced at its Shanghai factory began January 7, one year after Tesla began construction on its first factory outside the United States.

02 Apr 2020

Flagship Pioneering raises $1.1 billion to spend on sustainability and health-focused biotech

Flagship Pioneering, the Boston-based biotech company incubator and holding company, said it has raised $1.1 billion for its Flagship Labs unit.

Flagship, which raised $1 billion back in 2019 for growth stage investment vehicles, develops and operates startups that leverage biotechnology innovation to provide goods and services that improve human health and promote sustainable industries.

“We’re honored to have the strong support of our existing Limited Partners, as well as the interest from a select group of new Limited Partners, to support Flagship’s unique form of company origination during this time of unprecedented economic uncertainty,” said Noubar Afeyan, the founder and chief executive of Flagship Pioneering, in a statement.

In addition to its previous focus on health and sustainability, Flagship will use the new funds to focus on new medicines, artificial intelligence and “health security”, which the company says is “designed to create a range of products and therapies to improve societal health defenses by treating pre-disease states before they escalate,” according to Afeyan.

Flagship companies are already on the forefront of the healthcare industry’s efforts to stop the COVID-19 pandemic. Portfolio company Moderna is one of the companies leading efforts to develop a vaccine for the novel coronavirus which causes COVID-19.

In the 20 years since its launch, Flagship has 15 wholly owned companies and another 26 growth stage companies among its portfolio of investments.

New companies include: Senda Biosciences, Generate Biomedicines, Tessera Therapeutics, Cellarity, Cygnal Therapeutics, Ring Therapeutics, and Integral Health. Growth Companies developed or backed by Flagship include Ohana Biosciences, Kintai Therapeutics, and Repertoire Immune Medicines.

Two of the companies in the Flagship Labs portfolio have already had initial public offerings in the past two years, the company said. Kaleido Biosciences and Axcella Health raised public capital in 2019 and Moderna Therapeutics conducted a $575 million secondary offering earlier this year.

02 Apr 2020

Henry Ford Health System to conduct first large U.S. study of hydroxychloroquine’s ability to prevent COVID-19

Despite false assertions by the President to the contrary, any potential treatments to counter or prevent COVID-19 are still only at the stage of early investigations, which include one-off treatment with special individual case authorizations, and small-scale clinical examinations. Nothing so far has approached the level of scrutiny needed to actually say anything definitively about their actual ability to treat COVID-19 or the SARS-CoV-2 virus that causes it, but the first large-scale U.S. clinical study for one treatment candidate is seeking volunteers and looking to get underway.

The study will be conducted by the Henry Ford Health System, which is seeking 3,000 volunteers from healthcare and first responder working environments. Depending on response, the researchers behind the study are looking to begin as early as next week. Study lead researcher Dr. William W. O’Neil said in a press release announcing the study that the goal is to seek a more definitive scientific answer to the question of whether or not hydroxychloroquine might work as a preventative medicine to help protect medical frontline workers with greater risk exposure from contracting the coronavirus.

Hydroxychloroquine (as well as chloroquine) has been in the spotlight as a potential COVID-19 treatment due mostly to repeated name-check that President Trump has given the drug during his daily White House coronavirus task force press briefings. Trump has gone too far in suggesting that the drug, which is commonly used both as an anti-malarial, and in the treatment of rheumatoid arthritis and lupus, could be an effective treatment and should be thrust into use. At one point, he claimed that he FDA had granted an emergency approval for its use as a COVID-19 treatment, but Dr. Anthony Fauci clarified that it was not approved for that use, and that clinical studies still need to be performed to evaluate how it works in addressing COVID-19.

Studies thus far around hydroxychloroquine have been small-scale, as mentioned. One, conducted by researchers in France, produced results that indicated the drug was effective in treating those already infected, particularly when paired with a specific antibiotic. Another, more recent study from China showed that there was no difference in terms of viral duration or symptoms when comparing treatment with hydroxychloroquine with treatment using standard anti-viral drugs, already a common practice in addressing cases of the disease.

This Henry Ford study looks like it could provide better answers to some of these questions around the drug, though the specific approach of seeking to validate prophylactic (preventative) use will mean treatment-oriented applications will still have to be studied separately. The design of the study will be a true blind study, with participants split into three groups that receive “unidentified, specific pills” (possibly anti-virals or some equivalent); hydroxychloroquine; or placebo pills, respectively. They won’t know which they’ve received, and they’ll be contacted by researchers running the study weekly, then in-person both at week four and week eight to determine if they have any symptoms of COVID-19, or any side effects from the medication. They’ll get regular blood draws, and the results will be compared to see if there’s any difference between each cohort in terms of how many contracted COVID-19.

These are frontline healthcare workers, so in theory they should unfortunately be at high risk of contracting the disease. That, plus the large sample size, should provide results that provide much clearer answers about hydroxychloroquine’s potential preventative effects. Even after the study is complete, other competing large-scale trials would ideally be run to prove out or cast doubt on these results, but we’ll be a better position than we are now to say anything scientifically valid about the drug and its use.

02 Apr 2020

Instacart to provide shoppers with face masks, hand sanitizers and thermometers

Instacart will start providing health and safety kits to its full-service shoppers. These kits will include a face mask, hand sanitizer and a thermometer, the company announced today.

The kits will be available for free to shoppers starting next week. Shoppers, according to Instacart, will be able to request a kit by registering with their Instacart shopper email address. In order to keep up with demand, Instacart will update its inventory daily. For in-store shoppers, Instacart will bring the face masks to shoppers at their respective retail locations.

“Our teams have been working around the clock over the last few weeks to proactively secure personal protective equipment like hand sanitizer and face masks, without taking away valuable resources from healthcare workers given inventory delays and global supply scarcity,” Instacart President Nilam Ganenthiran said in a statement. “We want to provide customers with an essential service they can rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart personal shoppers. As COVID-19 evolves, today’s health and safety solutions will be tomorrow’s table stakes, and our teams are working quickly to introduce new services and features to ensure our shopper community is supported as this situation unfolds.”

This announcement comes amid worker strikes led by the folks over at Gig Workers Collective. Last Friday, a group of Instacart shoppers announced plans to strike and not return to work until the company meets its demands. Those demands were for Instacart to provide personal protective equipment at no cost to workers and hazard pay of $5 extra per order, change the default tip to 10%, extend the sick pay policy to those who have a doctor’s note for a pre-existing condition that may make them more susceptible to contracting the virus and extend the deadline to qualify for those benefits beyond April 8th.

Instacart has since extended that deadline and changed the default tip to a customer’s last tip, but shoppers say that’s not enough. In a Medium post, workers called Instacart’s response “insulting” and “a sick joke.

“It’s abhorrent that it took this long for them to act, but on the bright side, it shows that a strike will work to change their behavior,” the group wrote in a Medium post.

Instacart is not the only company stepping up its safety protocols. Earlier today, Amazon said it would start providing surgical masks for its warehouse workers and employees at Whole Foods.

02 Apr 2020

Activity-monitoring startup Zensors repurposes its tech to help coronavirus response

Computer vision techniques used for commercial purposes are turning out to be valuable tools for monitoring people’s behavior during the present pandemic. Zensors, a startup that uses machine learning to track things like restaurant occupancy, lines, and so on, is making its platform available for free to airports and other places desperate to take systematic measures against infection.

The company, founded two years ago but covered by TechCrunch in 2016, was among the early adopters of computer vision as a means to extract value from things like security camera feeds. It may seem obvious now that cameras covering a restaurant can and should count open tables and track that data over time, but a few years ago it wasn’t so easy to come up with or accomplish that.

Since then Zensors has built a suite of tools tailored to specific businesses and spaces, like airports, offices, and retail environments. They can count open and occupied seats, spot trash, estimate lines, and all that kind of thing. Coincidentally, this is exactly the kind of data that managers of these spaces are now very interested in watching closely given the present social distancing measures.

Zensors co-founder Anuraag Jain told Carnegie Mellon University — which the company was spun out of — that it had received a number of inquiries from the likes of airpots regarding applying the technology to public health considerations.

Software that counts how many people are in line can be easily adapted to, for example, estimate how close people are standing and send an alert if too many people are congregating or passing through a small space.

“Rather than profiting off them, we thought we would give our help for free,” said Jain. And so, for the next two months at least, Zensors is providing its platform for free to “selected entities who are on the forefront of responding to this crisis, including our airport clients.”

The system has already been augmented to answer COVID-19-specific questions like whether there are too many people in a given area, when a surface was last cleaned and whether cleaning should be expedited, and how many of a given group are wearing face masks.

Airports surely track some of this information already, but perhaps in a much less structured way. Using a system like this could be helpful for maintaining cleanliness and reducing risk, and no doubt Zensors hopes that having had a taste via what amounts to a free trial, some of these users will become paying clients. Interested parties should get in touch with Zensors via its usual contact page.