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Medical supply marketplace startup bttn. sews up additional $5M seed
Coming off a $1.5 million seed round in June, bttn. announced Thursday that it secured another $5 million extension, led by FUSE, to the round to give it a $26.5 million post-money valuation.
The Seattle-based company was founded in March 2021 by JT Garwood and Jack Miller after seeing the challenges medical organizations had during the global pandemic to not only find supplies, but also get fair prices for them.
“We went into this building on the pain points customers had dealing with a system that is so archaic and outdated — most were still faxing in order forms and keeping closets full of supplies, but not knowing what was there,” Garwood, CEO, told TechCrunch.
Bttn. is going after the U.S. wholesale medical supply market, which is predicted to be valued at $243.3 billion by the end of 2021, according to IBISWorld. The company created a business-to-business e-commerce platform with a variety of high-quality medical supplies, saving customers an average of between 20% and 40%, while providing a better ordering and shipping experience, Garwood said.
It now boasts more than 300 customers, including individual practices and surgical centers, and multiple government contracts. It is also currently the preferred supplier for over 17 healthcare associations across the country, Garwood said. In addition to expanding into dental supplies, bttn. is also attracting customers like senior living facilities and home and hospice care.
Garwood intends to use the funds to expand bttn.’s technology, sales and operations teams, and increase its partnerships. The company is also adding new features like a portal to track shipments more easily, better order automation and improve the ability to control when supplies will get to them.
Bttn. is also analyzing more of the data coming in from its marketplace to recognize where the trends are coming from, including hospitalization rates, to share with customers. For example, if hospitals are overcrowded, supply shortages will follow, Garwood said.
“The medical supply industry was built on inequity, and we have a sense of duty to build a product that enables a better future for our customers,” he added. “We can proactively let customers know that spikes are expected, provide them with correct information and give that power back to the consumers and healthcare providers in ways they never had before.”
Whereas bttn.’s first seed round was “about pouring gas on the fire,” partnering with FUSE this time around was an easy decision for Garwood, who said the firm is bringing new assets to the table.
Brendan Wales, general partner at FUSE, said via email that his firm backs promising entrepreneurs building businesses in the Pacific Northwest and discovered bttn. before they announced any funding.
He said there is massive consumerization of healthcare, most evident on the patient side for years, but now becoming so on the provider side. Medical office employees are looking for the same type of customer experience they get from online businesses they frequently shop at, and bttn. “has a relentless drive to provide the same type of experiences and interactions to health providers.”
“We fell in love with the idea of providing a transparent and delightful customer experience to health providers, something that has been sorely lacking,” Wales added. “That, tied in with a young and ambitious team, made it so that our entire partnership worked tirelessly to partner with them.”
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Visualping raises $6M to make its website change monitoring service smarter
Visualping, a service that can help you monitor websites for changes like price drops or other updates, announced that it has raised a $6 million extension to the $2 million seed round it announced earlier this year. The round was led by Seattle-based FUSE, a relatively new firm with investors who spun out of Ignition Partners last year. Prior investors Mistral Venture Partners and N49P also participated.
The Vancouver-based company is part of the current Google for Startups Accelerator class in Canada. This program focuses on services that leverage AI and machine learning, and, while website monitoring may not seem like an obvious area where machine learning can add a lot of value, if you’ve ever used one of these services, you know that they can often unleash a plethora of false alerts. For the most part, after all, these tools simply look for something in a website’s underlying code to change and then trigger an alert based on that (and maybe some other parameters you’ve set).
Image Credits: Visualping
Earlier this week, Visualping launched its first machine learning-based tools to avoid just that. The company argues that it can eliminate up to 80% of false alerts by combining feedback from its more than 1.5 million users with its new ML algorithms. Thanks to this, Visualping can now learn the best configuration for how to monitor a site when users set up a new alert.
“Visualping has the hearts of over a million people across the world, as well as the vast majority of the Fortune 500. To be a part of their journey and to lead this round of financing is a dream,” FUSE’s Brendan Wales said.
Visualping founder and CEO Serge Salager tells me that the company plans to use the new funding to focus on building out its product but also to build a commercial team. So far, he said, the company’s growth has been primarily product led.
As a part of these efforts, the company also plans to launch Visualping Business, with support for these new ML tools and additional collaboration features, and Visualping Personal for individual users who want to monitor things like ticket availability for concerts or to track news, price drops or job postings, for example. For now, the personal plan will not include support for ML. “False alerts are not a huge problem for personal use as people are checking two-three websites but a huge problem for enterprise where teams need to process hundreds of alerts per day,” Salager told me.
The current idea is to launch these new plans in November, together with mobile apps for iOS and Android. The company will also relaunch its extensions around this time, too.
It’s also worth noting that while Visualping monetizes its web-based service, you can still use the extension in the browser for free.
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Abodu raises $20M to build prefabricated backyard homes
The need for more affordable housing has never been more urgent as a shortage in the U.S. housing market persists.
Startups attempting to help address the shortage in a variety of ways abound. One such startup, Abodu, has raised $20 million in a Series A funding round led by Norwest Venture Partners. Previous backer Initialized Capital also participated in the financing, along with Redfin CEO Glenn Kelman, former Stockton, California Mayor Michael Tubbs, GGV investor Hans Tung and Paradox Capital’s Kyle Tibbitts.
The California legislature changed laws in 2017 to make it easier to build Accessory Dwelling Units (ADUs). Then on January 1, 2020, the state of California made it dramatically easier to add extra housing units to single-family home sites. Cities and local agencies have to quickly approve or deny ADU projects within 60 days of receiving a permit application. The state also now prevents cities from imposing minimum lot size requirements, maximum ADU dimensions or off-street parking requirements.
Redwood City, California-based Abodu, which builds prefabricated ADUs, was founded in 2018 to serve as a “one-stop shop” for building an ADU, or as some describe it, a home in a backyard.
Image Credits: Co-founders John Geary and Eric McInerney / Abodu
What sets the company apart from others in the space, its execs claim, is that it not only builds and installs the units, it helps homeowners with the painful process of getting permits. Abodu says it pre-approves its structural engineering with California state-level agencies to ensure its units can be built statewide and works with local agencies to pre-approve its foundation systems to ensure projects can proceed on predictable timelines.
It also claims to offer a cheaper and faster process than if one were to build an ADU from start to finish. Specifically, the startup claims that one of its backyard homes can be installed in just 10% of the time it would take for a traditional ADU to be built.
Abodu has been active in the market, selling and building its ADUs since the fall of 2019. Since then, it has put “dozens and dozens” of units in the ground, and has multiple dozen units in production on top of that, according to CEO and co-founder John Geary. So far, it’s operating in the Bay Area, Los Angeles and Seattle. The company claims it can deliver an ADU in as little as 30 days in San Jose and Los Angeles thanks to the cities’ pre-approval process. In other cities in California and Washington, turnaround is “as little as 12 weeks.” But a standard bespoke project takes 4-5 months from start to finish, according to Geary.
The startup’s three products include a 340-square foot studio; a 500-square foot one bedroom, one bath, and a 610-square foot two bedroom unit. All have kitchens and living space.
Pricing starts at $190,000, but the average project cost across all sizes is around $230,000, Geary said, inclusive of permits and site work.
There are a variety of use cases for ADUs, the most popular of which is to house family and for rental income.
“During the pandemic, multigenerational living has been at an all-time high. There are acute family needs that people are trying to solve for,” Geary said. “In addition, folks are earning extra money by renting them out to members of the community such as teachers or fireman, a single person or younger couple.”
Next, Abodu is eyeing the San Diego market.
Earlier this week, we covered the recent raise of Mighty Buildings, another Bay Area-based startup building ADUs and other housing. The biggest difference between the two companies, according to Geary, is that Mighty Buildings is focused on innovation in construction with its 3D-printed method.
“We decided early on that we didn’t want to reinvent the wheel from the construction standpoint,” Geary said. “Instead, we looked at ‘how can we solve for speed and ease?’ ”
Abodu operates with an asset-light model, and doesn’t own any factories. Instead, it has built a network of factory “partners” across the Western U.S. that builds its units depending on how their capacities look at any given time.
Naturally, the company’s investors are bullish on the company’s business model.
Jeff Crowe, managing partner of Norwest Venture Partners, believes that Abodu’s “beautifully crafted units” are just one of the company’s selling points.
“John, Eric, and their team manage the end-to-end process of permitting, building, and installing on behalf of their customers,” he told TechCrunch. “And with the expedited permitting that Abodu has been granted in over two dozen cities, it has faster time-to-installation than other ADU market participants. The result has been very high levels of customer satisfaction and rapid growth.”
Former Stockton Mayor Tubbs said Abodu is tackling two of California’s most consequential issues: the statewide housing shortage and its impacts on racial and economic segregation in our neighborhoods.
“By making it fast and accessible for normal homeowners to build high-quality backyard housing units, Abodu’s success will mean integrating options for both renters and homeowners in the same neighborhoods, while supporting small landlords and property owners in building equity in their homes,” he wrote via email.
Tubbs went on to describe the speed that Abodu can deliver housing units to customers in certain parts of California “astounding.”
“Abodu’s team has done some of the most difficult legwork for property owners by building local contractor relationships with reliable, vetted, high-quality partners,” he said. “As a homeowner myself, I know the challenges of permitting and finding contractors during construction. It’s this thoughtful attention to detail and customer trust that sets Abodu apart from other similar offerings.”
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Flymachine raises $21 million to build a virtual concerts platform for a post-pandemic world
As concerts and live events return to the physical world stateside, many in the tech industry have wondered whether some of the pandemic-era opportunities around virtualizing these events are lost for the time being.
San Francisco-based Flymachine is aiming to seek out the holy grail of the digital music industry, finding a way to capture some of the magic of live concerts and performances in a livestreamed setting. The startup hopes that pandemic-era consumer habits around video chat socialization combined with an industry in need of digital diversification can push their flavor of virtual concerts into the lives of music fans.
The startup’s ambitions aren’t cheap, Flymachine tells TechCrunch it has raised $21 million in investor funding to bankroll its plans. The funding has been led by Greycroft Partners and SignalFire, with additional participation from Primary Venture Partners, Contour Venture Partners, Red Sea Ventures and Silicon Valley Bank.
The virtual concert industry didn’t have as big of a lockdown moment as some hoped for. Spotify experimented with virtual events. Meanwhile, startups like Wave raised huge bouts of VC funding to turn real performers into digital avatars in a bid to create more digital-native concerts. And while some smaller artists embraced shows over Zoom or worked with startups like Oda, which created live concert subscriptions, there were few mainstream hits among bigger acts.
To make Flymachine’s brand of virtual concerts a thing, the startup isn’t trying to convert potential in-person attendees of a show into virtual participants, instead hoping to create an attractive experience for the folks who would normally have to skip the show. Whether those virtual attendees were too far from a venue, couldn’t get a babysitter for the night or just aren’t jazzed about a mosh pit scene anymore, Flymachine is hoping there are enough potential attendees on the bubble to sustain the startup as they try to blur the lines between “a night in and a night out,” CEO Andrew Dreskin says.
The startup’s strategy centers on building up partnerships with name brand concert venues around the U.S. — Bowery Ballroom in New York City, Bimbo’s 365 Club in San Francisco, The Crocodile in Seattle, Marathon Music Works in Nashville and Teragram Ballroom in Los Angeles, among them — and livestreaming some of the shows at those venues to at-home audiences. Flymachine’s team has deep roots in the music industry; Dreskin founded Ticketfly (acquired by Pandora) while co-founder Rick Farman is also the co-founder of Superfly, which puts on the Bonnaroo and Outside Lands music festivals.
Image Credits: Flymachine
In terms of actual experience — and I had the chance to experience one of the shows (pictured above) before writing this — Flymachine has done their best to recreate the experience of shouting over the tunes to talk with your buddies nearby. In Flymachine’s world this is attending the show in a “private room” with your other friends livestreaming in video chat bubbles from their homes. It’s well done and doesn’t distract too much from the actual concert, but you can adjust the sound levels of your friends and the music when the time calls for it.
Flymachine’s platform launch earlier this year, arriving as many Americans have been vaccinated and many concert-goers are preparing to return to normal, might have been considered a bit late to the moment, but the founding team sees a long-term opportunity that COVID only further highlighted.
“We weren’t in a mad dash to get the product out the door while people were sequestered in their homes because we knew this would be part of the fabric of society going forward,” Dreskin tells TechCrunch.
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Edge Delta raises $15M Series A to take on Splunk
Seattle-based Edge Delta, a startup that is building a modern distributed monitoring stack that is competing directly with industry heavyweights like Splunk, New Relic and Datadog, today announced that it has raised a $15 million Series A funding round led by Menlo Ventures and Tim Tully, the former CTO of Splunk. Previous investors MaC Venture Capital and Amity Ventures also participated in this round, which brings the company’s total funding to date to $18 million.
“Our thesis is that there’s no way that enterprises today can continue to analyze all their data in real time,” said Edge Delta co-founder and CEO Ozan Unlu, who has worked in the observability space for about 15 years already (including at Microsoft and Sumo Logic). “The way that it was traditionally done with these primitive, centralized models — there’s just too much data. It worked 10 years ago, but gigabytes turned into terabytes and now terabytes are turning into petabytes. That whole model is breaking down.”
Image Credits: Edge Delta
He acknowledges that traditional big data warehousing works quite well for business intelligence and analytics use cases. But that’s not real-time and also involves moving a lot of data from where it’s generated to a centralized warehouse. The promise of Edge Delta is that it can offer all of the capabilities of this centralized model by allowing enterprises to start to analyze their logs, metrics, traces and other telemetry right at the source. This, in turn, also allows them to get visibility into all of the data that’s generated there, instead of many of today’s systems, which only provide insights into a small slice of this information.
While competing services tend to have agents that run on a customer’s machine, but typically only compress the data, encrypt it and then send it on to its final destination, Edge Delta’s agent starts analyzing the data right at the local level. With that, if you want to, for example, graph error rates from your Kubernetes cluster, you wouldn’t have to gather all of this data and send it off to your data warehouse where it has to be indexed before it can be analyzed and graphed.
With Edge Delta, you could instead have every single node draw its own graph, which Edge Delta can then combine later on. With this, Edge Delta argues, its agent is able to offer significant performance benefits, often by orders of magnitude. This also allows businesses to run their machine learning models at the edge, as well.
Image Credits: Edge Delta
“What I saw before I was leaving Splunk was that people were sort of being choosy about where they put workloads for a variety of reasons, including cost control,” said Menlo Ventures’ Tim Tully, who joined the firm only a couple of months ago. “So this idea that you can move some of the compute down to the edge and lower latency and do machine learning at the edge in a distributed way was incredibly fascinating to me.”
Edge Delta is able to offer a significantly cheaper service, in large part because it doesn’t have to run a lot of compute and manage huge storage pools itself since a lot of that is handled at the edge. And while the customers obviously still incur some overhead to provision this compute power, it’s still significantly less than what they would be paying for a comparable service. The company argues that it typically sees about a 90 percent improvement in total cost of ownership compared to traditional centralized services.
Image Credits: Edge Delta
Edge Delta charges based on volume and it is not shy to compare its prices with Splunk’s and does so right on its pricing calculator. Indeed, in talking to Tully and Unlu, Splunk was clearly on everybody’s mind.
“There’s kind of this concept of unbundling of Splunk,” Unlu said. “You have Snowflake and the data warehouse solutions coming in from one side, and they’re saying, ‘hey, if you don’t care about real time, go use us.’ And then we’re the other half of the equation, which is: actually there’s a lot of real-time operational use cases and this model is actually better for those massive stream processing datasets that you required to analyze in real time.”
But despite this competition, Edge Delta can still integrate with Splunk and similar services. Users can still take their data, ingest it through Edge Delta and then pass it on to the likes of Sumo Logic, Splunk, AWS’s S3 and other solutions.
Image Credits: Edge Delta
“If you follow the trajectory of Splunk, we had this whole idea of building this business around IoT and Splunk at the Edge — and we never really quite got there,” Tully said. “I think what we’re winding up seeing collectively is the edge actually means something a little bit different. […] The advances in distributed computing and sophistication of hardware at the edge allows these types of problems to be solved at a lower cost and lower latency.”
The Edge Delta team plans to use the new funding to expand its team and support all of the new customers that have shown interest in the product. For that, it is building out its go-to-market and marketing teams, as well as its customer success and support teams.
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Facebook buys game studio BigBox VR
Facebook has bought several virtual reality game studios over the past couple of years, and they added one more to their portfolio Friday with the acquisition of Seattle-based BigBox VR.
The studio’s major title, “Population: One,” was one of the big post-launch releases for Facebook’s Oculus Quest 2 headset and is a pretty direct Fortnite clone, copying a number of key gameplay techniques while adapting them for the movements unique to virtual reality and bringing in their own lore and art style.
As has been the case for most of these studio acquisitions, terms weren’t disclosed. BigBox raised $6.5 million according to Crunchbase, with funding from Shasta Ventures, Outpost Capital, Pioneer Square Labs and GSR Ventures.
“POP: ONE stormed onto the VR scene just nine months ago and has consistently ranked as one the top-performing titles on the Oculus platform, bringing together up to 24 people at a time to connect, play, and compete in a virtual world,” Facebook’s Mike Verdu wrote in a blog post.
It’s not unusual for a gaming hardware platform owner to build up their own web of studios building platform exclusives, but in the VR world things are a little different, given that Facebook has few real competitors.
While many of the developers inside Oculus Studios continue to build titles for Valve’s Steam store, which are accessible with third-party headsets, most non-Facebook VR platforms seem to be a shrinking piece of the overall VR pie, having been priced out of the market by Facebook’s aggressive pursuit of a mass market audience. Facebook’s Oculus Quest 2 retails for $299 and the company has said that it outsold all of its previous devices combined in its first few months.
In April, Facebook acquired Downpour Interactive, maker of the VR shooter “Onward.”
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Network security startup ExtraHop skips and jumps to $900M exit
Last year, Seattle-based network security startup ExtraHop was riding high, quickly approaching $100 million in ARR and even making noises about a possible IPO in 2021. But there will be no IPO, at least for now, as the company announced this morning it has been acquired by a pair of private equity firms for $900 million.
The firms, Bain Capital Private Equity and Crosspoint Capital Partners, are buying a security solution that provides controls across a hybrid environment, something that could be useful as more companies find themselves in a position where they have some assets on-site and some in the cloud.
The company is part of the narrower Network Detection and Response (NDR) market. According to Jesse Rothstein, ExtraHop’s chief technology officer and co-founder, it’s a technology that is suited to today’s threat landscape, “I will say that ExtraHop’s north star has always really remained the same, and that has been around extracting intelligence from all of the network traffic in the wire data. This is where I think the network detection and response space is particularly well suited to protecting against advanced threats,” he told TechCrunch.
The company uses analytics and machine learning to figure out if there are threats and where they are coming from, regardless of how customers are deploying infrastructure. Rothstein said he envisions a world where environments have become more distributed with less defined perimeters and more porous networks.
“So the ability to have this high-quality detection and response capability utilizing next generation machine learning technology and behavioral analytics is so very important,” he said.
Max de Groen, managing director at Bain, says his company was attracted to the NDR space, and saw ExtraHop as a key player. “As we looked at the NDR market, ExtraHop, which [ … ] has spent 14 years building the product, really stood out as the best individual technology in the space,” de Groen told us.
Security remains a frothy market with lots of growth potential. We continue to see a mix of startups and established platform players jockeying for position, and private equity firms often try to establish a package of services. Last week, Symphony Technology Group bought FireEye’s product group for $1.2 billion, just a couple of months after snagging McAfee’s enterprise business for $4 billion as it tries to cobble together a comprehensive enterprise security solution.
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Saltbox raises $10.6M to help booming e-commerce stores store their goods
E-commerce is booming, but among the biggest challenges for entrepreneurs of online businesses are finding a place to store the items they are selling and dealing with the logistics of operating.
Tyler Scriven, Maxwell Bonnie and Paul D’Arrigo co-founded Saltbox in an effort to solve that problem.
The trio came up with a unique “co-warehousing” model that provides space for small businesses and e-commerce merchants to operate as well as store and ship goods, all under one roof. Beyond the physical offering, Saltbox offers integrated logistics services as well as amenities such as the rental of equipment and packing stations and access to items such as forklifts. There are no leases and tenants have the flexibility to scale up or down based on their needs.
“We’re in that sweet spot between co-working and raw warehouse space,” said CEO Scriven, a former Palantir executive and Techstars managing director.
Saltbox opened its first facility — a 27,000-square-foot location — in its home base of Atlanta in late 2019, filling it within two months. It recently opened its second facility, a 66,000-square-foot location, in the Dallas-Fort Worth area that is currently about 40% occupied. The company plans to end 2021 with eight locations, in particular eyeing the Denver, Seattle and Los Angeles markets. Saltbox has locations slated to come online as large as 110,000 square feet, according to Scriven.
The startup was founded on the premise that the need for “co-warehousing and SMB-centric logistics enablement solutions” has become a major problem for many new businesses that rely on online retail platforms to sell their goods, noted Scriven. Many of those companies are limited to self-storage and mini-warehouse facilities for storing their inventory, which can be expensive and inconvenient.
Scriven personally met with challenges when starting his own e-commerce business, True Glory Brands, a retailer of multicultural hair and beauty products.
“We became aware of the lack of physical workspace for SMBs engaged in commerce,” Scriven told TechCrunch. “If you are in the market looking for 10,000 square feet of industrial warehouse space, you are effectively pushed to the fringes of the real estate ecosystem and then the entrepreneurial ecosystem at large. This is costing companies in significant but untold ways.”
Now, Saltbox has completed a $10.6 million Series A round of financing led by Palo Alto-based Playground Global that included participation from XYZ Venture Capital and proptech-focused Wilshire Lane Partners in addition to existing backers Village Global and MetaProp. The company plans to use its new capital primarily to expand into new markets.
The company’s customers are typically SMB e-commerce merchants “generating anywhere from $50,000 to $10 million a year in revenue,” according to Scriven.
He emphasizes that the company’s value prop is “quite different” from a traditional flex office/co-working space.
“Our members are reliant upon us to support critical workflows,” Scriven said.
Besides e-commerce occupants, many service-based businesses are users of Saltbox’s offering, he said, such as those providing janitorial services or that need space for physical equipment. The company offers all-inclusive pricing models that include access to loading docks and a photography studio, for example, in addition to utilities and Wi-Fi.
Image Credits: Saltbox
Image Credits: Saltbox
The company secures its properties with a mix of buying and leasing by partnering with institutional real estate investors.
“These partners are acquiring assets and in most cases, are funding the entirety of capital improvements by entering into management or revenue share agreements to operate those properties,” Scriven said. He said the model is intentionally different from that of “notable flex space operators.”
“We have obviously followed those stories very closely and done our best to learn from their experiences,” he added.
Investor Adam Demuyakor, co-founder and managing partner of Wilshire Lane Partners, said his firm was impressed with the company’s ability to “structure excellent real estate deals” to help them continue to expand nationally.
He also believes Saltbox is “extremely well-positioned to help power and enable the next generation of great direct to consumer brands.”
Playground Global General Partner Laurie Yoler said the startup provides a “purpose-built alternative” for small businesses that have been fulfilling orders out of garages and self-storage units.
Saltbox recently hired Zubin Canteenwalla to serve as its chief operating officer. He joined Saltbox from Industrious, an operator co-working spaces, where he was SVP of Real Estate. Prior to Industrious, he was EVP of Operations at Common, a flexible residential living brand, where he led the property management and community engagement teams.
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Amazon will expand its Amazon Care on-demand healthcare offering US-wide this summer
Amazon is apparently pleased with how its Amazon Care pilot in Seattle has gone, since it announced this morning that it will be expanding the offering across the U.S. this summer, and opening it up to companies of all sizes, in addition to its own employees. The Amazon Care model combines on-demand and in-person care, and is meant as a solution from the search giant to address shortfalls in current offerings for employer-sponsored healthcare.
In a blog post announcing the expansion, Amazon touted the speed of access to care made possible for its employees and their families via the remote, chat and video-based features of Amazon Care. These are facilitated via a dedicated Amazon Care app, which provides direct, live chats via a nurse or doctor. Issues that then require in-person care are then handled via a house call, so a medical professional is actually sent to your home to take care of things like administering blood tests or doing a chest exam, and prescriptions are delivered to your door as well.
The expansion is being handled differently across both in-person and remote variants of care; remote services will be available starting this summer to Amazon’s own employees, as well as other companies that sign on as customers, starting this summer. The in-person side will be rolling out more slowly, starting with availability in Washington, D.C., Baltimore, and “other cities in the coming months” according to the company.
As of today, Amazon Care is expanding in its home state of Washington to begin serving other companies. The idea is that others will sign on to make Amazon Care part of an overall benefits package for employees. Amazon is touting as a major strength of the service the speed advantages of testing services, including results delivery, for things including COVID-19.
The Amazon Care model has a surprisingly Amazon twist, too — when using the in-person care option, the app will provide an updated ETA for when to expect your physician or medical technician, which is eerily similar to how its primary app treats package delivery.
While the Amazon Care pilot in Washington only launched a year-and-a-half ago, the company has had its collective mind set on upending the corporate healthcare industry for some time now. It announced a partnership with Berkshire Hathaway and JPMorgan back at the beginning of 2018 to form a joint venture specifically to address the gaps they saw in the private corporate healthcare provider market.
That deep pocketed all-star team ended up officially disbanding at the outset of this year, after having done a whole lot of not very much in the three years in between. One of the stated reasons that Amazon and its partners gave for unpartnering was that each had made a lot of progress on its own in addressing the problems it had faced anyway. While Berkshire Hathaway and JPMorgan’s work in that regard might be less obvious, Amazon was clearly referring to Amazon Care.
It’s not unusual for large tech companies with lots of cash on the balance sheet and a need to attract and retain top-flight talent to spin up their own healthcare benefits for their workforces. Apple and Google both have their own on-campus wellness centers staffed by medical professionals, for instance. But Amazon’s ambitions have clearly exceeded those of its peers, and it looks intent on making a business line out of the work it did to improve its own employee care services — a strategy that isn’t too dissimilar from what happened with AWS, by the way.
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OctoML raises $28M Series B for its machine learning acceleration platform
OctoML, a Seattle-based startup that offers a machine learning acceleration platform built on top of the open-source Apache TVM compiler framework project, today announced that it has raised a $28 million Series B funding round led by Addition. Previous investors Madrona Venture Group and Amplify Partners also participated in this round, which brings the company’s total funding to $47 million. The company last raised in April 2020, when it announced its $15 million Series A round led by Amplify.
The promise of OctoML, which was founded by the team that also created TVM, is that developers can bring their models to its platform and the service will automatically optimize that model’s performance for any given cloud or edge device.
As Brazil-born OctoML co-founder and CEO Luis Ceze told me, since raising its Series A round, the company started onboarding some early adopters to its “Octomizer” SaaS platform.
Image Credits: OctoML
“It’s still in early access, but we are we have close to 1,000 early access sign-ups on the waitlist,” Ceze said. “That was a pretty strong signal for us to end up taking this [funding]. The Series B was pre-emptive. We were planning on starting to raise money right about now. We had barely started spending our Series A money — we still had a lot of that left. But since we saw this growth and we had more paying customers than we anticipated, there were a lot of signals like, ‘hey, now we can accelerate the go-to-market machinery, build a customer success team and continue expanding the engineering team to build new features.’ ”
Ceze tells me that the team also saw strong growth signals in the overall community around the TVM project (with about 1,000 people attending its virtual conference last year). As for its customer base (and companies on its waitlist), Ceze says it represents a wide range of verticals that range from defense contractors to financial services and life science companies, automotive firms and startups in a variety of fields.
Recently, OctoML also launched support for the Apple M1 chip — and saw very good performance from that.
The company has also formed partnerships with industry heavyweights like Microsoft (which is also a customer), Qualcomm and AMD to build out the open-source components and optimize its service for an even wider range of models (and larger ones, too).
On the engineering side, Ceze tells me that the team is looking at not just optimizing and tuning models but also the training process. Training ML models can quickly become costly and any service that can speed up that process leads to direct savings for its users — which in turn makes OctoML an easier sell. The plan here, Ceze tells me, is to offer an end-to-end solution where people can optimize their ML training and the resulting models and then push their models out to their preferred platform. Right now, its users still have to take the artifact that the Octomizer creates and deploy that themselves, but deployment support is on OctoML’s roadmap.
“When we first met Luis and the OctoML team, we knew they were poised to transform the way ML teams deploy their machine learning models,” said Lee Fixel, founder of Addition. “They have the vision, the talent and the technology to drive ML transformation across every major enterprise. They launched Octomizer six months ago and it’s already becoming the go-to solution developers and data scientists use to maximize ML model performance. We look forward to supporting the company’s continued growth.”
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