Europe
Auto Added by WPeMatico
UK-based Heroes raises $200M to buy up more Amazon merchants for its roll-up play
Heroes, one of the new wave of startups aiming to build big e-commerce businesses by buying up smaller third-party merchants on Amazon’s Marketplace, has raised another big round of funding to double down on that strategy. The London startup has picked up $200 million, money that it will mainly be using to snap up more merchants. Existing brands in its portfolio cover categories like babies, pets, sports, personal health and home and garden categories — some of them, like PremiumCare dog chews, the Onco baby car mirror, gardening tool brand Davaon and wooden foot massager roller Theraflow, category best-sellers — and the plan is to continue building up all of these verticals.
Crayhill Capital Management, a fund based out of New York, is providing the funding, and Riccardo Bruni — who co-founded the company with twin brother Alessio and third brother Giancarlo — said that the bulk of it will be going toward making acquisitions, and is therefore coming in the form of debt.
Raising debt rather than equity at this point is pretty standard for companies like Heroes. Heroes itself is pretty young: it launched less than a year ago, in November 2020, with $65 million in funding, a round comprised of both equity and debt. Other investors in the startup include 360 Capital, Fuel Ventures and Upper 90.
Heroes is playing in what is rapidly becoming a very crowded field. Not only are there tens of thousands of businesses leveraging Amazon’s extensive fulfillment network to sell goods on the e-commerce giant’s marketplace, but some days it seems we are also rapidly approaching a state of nearly as many startups launching to consolidate these third-party sellers.
Many a roll-up play follows a similar playbook, which goes like this: Amazon provides the marketplace to sell goods to consumers, and the infrastructure to fulfill those orders, by way of Fulfillment By Amazon and its Prime service. Meanwhile, the roll-up business — in this case Heroes — buys up a number of the stronger companies leveraging FBA and the marketplace. Then, by consolidating them into a single tech platform that they have built, Heroes creates better economies of scale around better and more efficient supply chains, sharper machine learning and marketing and data analytics technology, and new growth strategies.
What is notable about Heroes, though — apart from the fact that it’s the first roll-up player to come out of the U.K., and continues to be one of the bigger players in Europe — is that it doesn’t believe that the technology plays as important a role as having a solid relationship with the companies it’s targeting, key given that now the top marketplace sellers are likely being feted by a number of companies as acquisition targets.
“The tech is very important,” said Alessio in an interview. “It helps us build robust processes that tie all the systems together across multiple brands and marketplaces. But what we have is very different from a SaaS business. We are not building an app, and tech is not the core of what we do. From the acquisitions side, we believe that human interactions ultimately win. We don’t think tech can replace a strong acquisition process.”
Image Credits: Heroes
Heroes’ three founder-brothers (two of them, Riccardo and Alessio, pictured above) have worked across a number of investment, finance and operational roles (the CVs include Merrill Lynch, EQT Ventures, Perella Weinberg Partners, Lazada, Nomura and Liberty Global) and they say there have been strong signs so far of its strategy working: of the brands that it has acquired since launching in November, they claim business (sales) has grown five-fold.
Collectively, the roll-up startups are raising hundreds of millions of dollars to fuel these efforts. Other recent hopefuls that have announced funding this year include Suma Brands ($150 million); Elevate Brands ($250 million); Perch ($775 million); factory14 ($200 million); Thrasio (currently probably the biggest of them all in terms of reach and money raised and ambitions), Heyday, The Razor Group, Branded, SellerX, Berlin Brands Group (X2), Benitago, Latin America’s Valoreo and Rainforest and Una Brands out of Asia.
The picture that is emerging across many of these operations is that many of these companies, Heroes included, do not try to make their particular approaches particularly more distinctive than those of their competitors, simply because — with nearly 10 million third-party sellers today on Amazon globally — the opportunity is likely big enough for all of them, and more, not least because of current market dynamics.
“It’s no secret that we were inspired by Thrasio and others,” Riccardo said. “Combined with COVID-19, there has been a massive acceleration of e-commerce across the continent.” It was that, plus the realization that the three brothers had the right e-commerce, fundraising and investment skills between them, that made them see what was a ‘perfect storm’ to tackle the opportunity, he continued. “So that is why we jumped into it.”
In the case of Heroes, while the majority of the funding will be used for acquisitions, it’s also planning to double headcount from its current 70 employees before the end of this year with a focus on operational experts to help run their acquired businesses.
Powered by WPeMatico
Challenger bank Bunq rolls out Spanish IBANs
Amsterdam-based challenger bank Bunq is updating its service with a handful of new features. In addition to Dutch, German and French bank account numbers, existing and new users in Spain can now get a Spanish IBAN.
European IBANs are supposed to work across Europe. Your employer or internet provider can’t force you to get a local IBAN. And yet, that’s rarely the case. When you move to another European country, chances are the first thing you do is that you open a local bank account.
While European fintech companies have teamed up to create a lobbying effort called “Accept my IBAN”, some challenger banks, such as Bunq, are adding the ability to get local bank account numbers as an intermediary fix. Bunq users can also choose to associate IBANs from multiple European countries with their account. You have to pay a one-time fee of €9.99 every time you add a new local IBAN.
Bunq is also drawing inspiration from Revolut, Wise, Vivid Money and others as you’ll soon be able to receive, convert and hold other currencies. For instance, if you’re going to a non-Euro country for an internship, you will be able to receive your salary on your Bunq account. Bunq is starting with USD accounts with plans to add more currencies down the road.
Other new features include the ability to receive reminders the day before a direct debit occurs, a subscription view that lets you view current subscriptions and when they’re set to expire, an improved search feature and the ability to automatically accept direct debits and payment requests from your friends — make sure you set up a limit before enabling that feature.
Bunq recently announced plans to raise $228 million (€193 million) at a $1.9 billion valuation (€1.6 billion). The investment round hasn’t been approved by the Netherlands’ banking regulator just yet. Bunq is currently operating in 29 European markets.
Powered by WPeMatico
Peak raises $75M for a platform that helps non-tech companies build AI applications
As artificial intelligence continues to weave its way into more enterprise applications, a startup that has built a platform to help businesses, especially non-tech organizations, build more customized AI decision-making tools for themselves has picked up some significant growth funding. Peak AI, a startup out of Manchester, England, that has built a “decision intelligence” platform, has raised $75 million, money that it will be using to continue building out its platform, expand into new markets and hire some 200 new people in the coming quarters.
The Series C is bringing a very big name investor on board. It is being led by SoftBank Vision Fund 2, with previous backers Oxx, MMC Ventures, Praetura Ventures and Arete also participating. That group participated in Peak’s Series B of $21 million, which only closed in February of this year. The company has now raised $119 million; it is not disclosing its valuation.
(This latest funding round was rumored last week, although it was not confirmed at the time and the total amount was not accurate.)
Richard Potter, Peak’s CEO, said the rapid follow-on in funding was based on inbound interest, in part because of how the company has been doing.
Peak’s so-called Decision Intelligence platform is used by retailers, brands, manufacturers and others to help monitor stock levels and build personalized customer experiences, as well as other processes that can stand to have some degree of automation to work more efficiently, but also require sophistication to be able to measure different factors against each other to provide more intelligent insights. Its current customer list includes the likes of Nike, Pepsico, KFC, Molson Coors, Marshalls, Asos and Speedy, and in the last 12 months revenues have more than doubled.
The opportunity that Peak is addressing goes a little like this: AI has become a cornerstone of many of the most advanced IT applications and business processes of our time, but if you are an organization — and specifically one not built around technology — your access to AI and how you might use it will come by way of applications built by others, not necessarily tailored to you, and the costs of building more tailored solutions can often be prohibitively high. Peak claims that those using its tools have seen revenues on average rise 5%, return on ad spend double, supply chain costs reduce by 5% and inventory holdings (a big cost for companies) reduce by 12%.
Peak’s platform, I should point out, is not exactly a “no-code” approach to solving that problem — not yet at least: It’s aimed at data scientists and engineers at those organizations so that they can easily identify different processes in their operations where they might benefit from AI tools, and to build those out with relatively little heavy lifting.
There have also been different market factors that have played a role. COVID-19, for example, and the boost that we have seen both in increasing “digital transformation” in businesses and making e-commerce processes more efficient to cater to rising consumer demand and more strained supply chains have all led to businesses being more open and keen to invest in more tools to improve their automation intelligently.
This, combined with Peak AI’s growing revenues, is part of what interested SoftBank. The investor has been long on AI for a while; but it also has been building out a section of its investment portfolio to provide strategic services to the kinds of businesses in which it invests.
Those include e-commerce and other consumer-facing businesses, which make up one of the main segments of Peak’s customer base.
Notably, one of its recent investments specifically in that space was made earlier this year, also in Manchester, when it took a $730 million stake (with potentially $1.6 billion more down the line) in The Hut Group, which builds software for and runs D2C businesses.
“In Peak we have a partner with a shared vision that the future enterprise will run on a centralized AI software platform capable of optimizing entire value chains,” Max Ohrstrand, senior investor for SoftBank Investment Advisers, said in a statement. “To realize this a new breed of platform is needed and we’re hugely impressed with what Richard and the excellent team have built at Peak. We’re delighted to be supporting them on their way to becoming the category-defining, global leader in Decision Intelligence.”
It’s not clear that SoftBank’s two Manchester interests will be working together, but it’s an interesting synergy if they do, and most of all highlights one of the firm’s areas of interest.
Longer term, it will be interesting to see how and if Peak evolves to extend its platform to a wider set of users at the organizations that are already its customers.
Potter said he believes that “those with technical predispositions” will be the most likely users of its products in the near and medium term. You might assume that would cut out, for example, marketing managers, although the general trend in a lot of software tools has precisely been to build versions of the same tools used by data scientists for these less technical people to engage in the process of building what it is that they want to use.
“I do think it’s important to democratize the ability to stream data pipelines, and to be able to optimize those to work in applications,” Potter added.
Powered by WPeMatico
Data scientists: don’t be afraid to explore new avenues
I’m a native French data scientist who cut his teeth as a research engineer in computer vision in Japan and later in my home country. Yet I’m writing from an unlikely computer vision hub: Stuttgart, Germany.
But I’m not working on German car technology, as one would expect. Instead, I found an incredible opportunity mid-pandemic in one of the most unexpected places: An ecommerce-focused, AI-driven, image-editing startup in Stuttgart focused on automating the digital imaging process across all retail products.
My experience in Japan taught me the difficulty of moving to a foreign country for work. In Japan, having a point of entry with a professional network can often be necessary. However, Europe has an advantage here thanks to its many accessible cities. Cities like Paris, London, and Berlin often offer diverse job opportunities while being known as hubs for some specialties.
While there has been an uptick in fully remote jobs thanks to the pandemic, extending the scope of your job search will provide more opportunities that match your interest.
Search for value in unlikely places, like retail
I’m working at the technology spin-off of a luxury retailer, applying my expertise to product images. Approaching it from a data scientist’s point of view, I immediately recognized the value of a novel application for a very large and established industry like retail.
Europe has some of the most storied retail brands in the world — especially for apparel and footwear. That rich experience provides an opportunity to work with billions of products and trillions of dollars in revenue that imaging technology can be applied to. The advantage of retail companies is a constant flow of images to process that provides a playing ground to generate revenue and possibly make an AI company profitable.
Another potential avenue to explore are independent divisions typically within an R&D department. I found a significant number of AI startups working on a segment that isn’t profitable, simply due to the cost of research and the resulting revenue from very niche clients.
Companies with data are companies with revenue potential
I was particularly attracted to this startup because of the potential access to data. Data by itself is quite expensive and a number of companies end up working with a finite set. Look for companies that directly engage at the B2B or B2C level, especially retail or digital platforms that affect front-end user interface.
Leveraging such customer engagement data benefits everyone. You can apply it towards further research and development on other solutions within the category, and your company can then work with other verticals on solving their pain points.
It also means there’s massive potential for revenue gains the more cross-segments of an audience the brand affects. My advice is to look for companies with data already stored in a manageable system for easy access. Such a system will be beneficial for research and development.
The challenge is that many companies haven’t yet introduced such a system, or they don’t have someone with the skills to properly utilize it. If you finding a company isn’t willing to share deep insights during the courtship process or they haven’t implemented it, look at the opportunity to introduce such data-focused offerings.
In Europe, the best bets involve creating automation processes
I have a sweet spot for early-stage companies that give you the opportunity to create processes and core systems. The company I work for was still in its early days when I started, and it was working towards creating scalable technology for a specific industry. The questions that the team was tasked with solving were already being solved, but there were numerous processes that still had to be put into place to solve a myriad of other issues.
Our year-long efforts to automate bulk image editing taught me that as long as the AI you’re building learns to run independently across multiple variables simultaneously (multiple images and workflows), you’re developing a technology that does what established brands haven’t been able to do. In Europe, there are very few companies doing this and they are hungry for talent who can.
So don’t be afraid of a little culture shock and take the leap.
Powered by WPeMatico
Sastrify snags $7M to help SMEs manage SaaS buying
With so much startup activity in the software-as-a-service (SaaS) space it can be a challenge for businesses to figure out which of these SaaS (SaaSes?) are actually useful and worth continuing to shell out for. Well, Cologne-based startup Sastrify is here to help — offering what it describes as a “highly automated” platform (covering some 20,000+ SaaS solutions) to help other businesses with procurement and management of third-party services.
It may not sound the sexist startup business to be in, but despite only launching earlier this year, Sastrify is already cash-flow positive — and can tout “a high six-digit recurring revenue” just a few months post-launch. Not bad for a startup that was only founded last summer.
Today it’s announcing closing a $7 million seed round from HV Capital and the founders of FlixMobility, Personio and SumUp. That follows a $1.3 million pre-seed raised back in late 2020, ahead of its launch.
Sastrify tells us it has around 50 customers at this stage — including “unicorn startups like Gorillas”. It says its approach works best for growing companies with 100+ employees, and is perhaps especially suited to European tech scale-ups.
On the competitive front the startup points to U.S.-based Vendr and Tropic, which may further explain the regional focus (although it’s not only selling in Europe).
Sastrify’s sales pitch to SMEs includes that current customers have seen an average 6.5x return on their investment — in addition to what it bills as “thousands of working hours” saved from “wasted” activities related to SaaS procurement.
Cost savings are another carrot — which the startup is claiming its customers are “typically” saving around 20-30% of their SaaS cost.
So how does it actually make it easier for businesses to navigate the pros & cons of the smorgasbord of SaaS(es) now out there?
“Our main mantra is: ‘Effective procurement asks the right questions at the right time’,” says co-founder Sven Lackinger, who previously co-founded a SaaS startup himself of course (evopark), exiting that company back in 2018.
“To ensure that we’ve defined and implemented a five-step process into our platform, covering the whole life-cycle of SaaS applications within enterprises. Our clients can search for the suitable SaaS solutions while we guide them through the right evaluation process per use case and tool (e.g. what are similar companies using?).
“We then take over the whole buying process, aka automatically reaching out to different vendors, AI-/OCR-based comparing and benchmarking for offers. Once the tool is implemented, we make sure to track usage frequently (via regular, automated surveys to tool owners) and re-evaluate over time so there is no ongoing waste of licenses.”
“We have a more automated platform [than Vendr and Tropic] and can also resell licenses to our customers directly (e.g. for Google, Microsoft and others) to ensure best prices and fast delivery,” he also tells us. “This allows us to offer a faster and cheaper solution which is more suited to the European market (where the average SaaS expense per company is still smaller than in the US).”
If you’re outsourcing all this other stuff to SaaS providers, why not get a specialist service to stay on top of how you do that too, is the basic idea.
The 30-strong Sastrify team will be using the seed funding to accelerate sales, marketing and product dev so it can expand its SaaS management service to more companies in Europe and beyond.
Commenting on the funding in a statement, Jasper Masemann, partner at HV Capital, added: “Cloud software adoption is massively accelerating and almost every company nowadays uses SaaS products but does not buy and manage them efficiently. Sastrify’s astonishing growth underlines the broad customer value the team has already created. It is early days but Sastrify could create an SAP Arriba with a payment solution for SMB – a massive market just in Europe.”
Powered by WPeMatico
Accounting platform Synder raises $2M to automate e-commerce bookkeeping
As Synder’s two co-founders Michael Astreiko and Ilya Kisel wrap up their time at Y Combinator, they also announced their seed round of $2 million from TMT Investments.
Though the round was acquired before going into the accelerator program, the Belarus-based pair wanted to wait to publicly share the milestone. As they focus their sights on their next journey of growth and expansion, the new funding will go toward attracting more clients, visibility and sales.
The company bills itself as an easy accounting platform for e-commerce businesses. It was originally founded as CloudBusiness in 2016 and developed accounting automation and management of business finances for small and mid-size businesses.
Astreiko and Kisel started Synder, in 2018 and a year later focused on the company full-time to develop an easy way for commerce companies to shift to omnichannel sales, something Astreiko told TechCrunch can be “a huge pain” due to the complexity of different payment systems and high fees.
“There are a lot of solutions on the market, but you still have to have special knowledge to operate within accounting or commerce,” Kisel said. “For us, the simplicity means that it is worth it if you can have access in several clicks to consolidated inventory, profits and liabilities. Small businesses sometimes are not sharing this information due to competition, but if something is working and easy, they will definitely share it.”
Synder does the heavy lifting for companies by connecting sales channels like Amazon, Shopify, eBay and Etsy into one platform that users can manage with one-click operations. It also created a way to help the accounting stream so that all of the different payment methods can still be used, Kisel said.
The company is already working with 4,000 clients, and will now be fast-tracking their expansion, but will need the right people on board to help the company grow, Astreiko said.
Igor Shoifot, a partner at TMT Investments, said he will join Synder’s board after the company graduates from YC. He likes the simplicity of what the company is doing.
“Often the best solutions are economical, succinct and elegant — you can be onboarded in 10 minutes,” he added. “There is really nobody that really provides a similar solution that was that easy or didn’t require downloading or installing something. I also like their focus on growth, the fact they have no burn and they are making money.”
Synder’s business model is a subscription SaaS model that starts off as a free trial, and users can purchase additional services inside the platform to fit small and large companies.
Its more than 15 employees are spread around Europe, and the company just started hiring in the areas of marketing and sales in the U.S.
Powered by WPeMatico
‘No-code’ process automation platform, Leapwork, fires up with $62M Series B
Copenhagen-based process automation platform Leapwork has snagged Denmark’s largest-ever Series B funding round, announcing a $62 million raise co-led by KKR and Salesforce Ventures, with existing investors DN Capital and Headline also participating.
Also today it’s disclosing that its post-money valuation now stands at $312 million.
The “no-code” 2015-founded startup last raised back in 2019, when it snagged a $10 million Series A. The business was bootstrapped through earlier years — with the founders putting in their own money, garnered from prior successful exits. Their follow-on bet on no-code already looks to have paid off in spades: Since launching the platform in 2017, Leapwork has seen its customer base more than double year on year and it now has a roster of 300+ customers around the world paying it to speed up their routine business processes.
Software testing is a particular focus for the tools, which Leapwork pitches at enterprises’ quality assurance and test teams.
It claims that by using its no-code tech — a label for the trend which refers to software that’s designed to be accessible to non-technical staff, greatly increasing its utility and applicability — businesses can achieve a 10x faster time to market, 97% productivity gains and a 90% reduction in application errors. So the wider pitch is that it can support enterprises to achieve faster digital transformations with only their existing mix of in-house skills.
Customers include the likes of PayPal, Mercedes-Benz and BNP Paribas.
Leapwork’s own business, meanwhile, has grown to a team of 170 people — working across nine offices throughout Europe, North America and Asia.
The Series B funding will be used to accelerate its global expansion, with the startup telling us it plans to expand the size of its local teams in key markets and open a series of tech hubs to support further product development.
Expanding in North America is a big priority now, with Leapwork noting it recently opened a New York office — where it plans to “significantly” increase headcount.
“In terms of our global presence, we want to ensure we are as close to our customers as possible, by continuing to build up local teams and expertise across each of our key markets, especially Europe and North America,” CEO and co-founder Christian Brink Frederiksen tells TechCrunch. “For example, we will build up more expertise and plan to really scale up the size of the team based out of our New York office over the next 12 months.
“Equally we have opened new offices across Europe, so we want to ensure our teams have the scope to work closely with customers. We also plan to invest heavily in the product and the technology that underpins it. For example, we’ll be doubling the size of our tech hubs in Copenhagen and India over the next 12 months.”
Product development set to be accelerated with the chunky Series B will focus on enhancements and functionality aimed at “breaking down the language barrier between humans and computers,” as Brink Frederiksen puts it
“Europe and the U.S. are our two main markets. Half of our customers are U.S. companies,” he also tells us, adding: “We are extremely popular among enterprise customers, especially those with complex compliance setups — 40% of our customers come from enterprises banking, insurance and financial services.
“Having said that, because our solution is no-code, it is heavily used across industries, including healthcare and life sciences, logistics and transportation, retail, manufacturing and more.”
Asked about competitors — given that the no-code space has become a seething hotbed of activity over a number of years — Leapwork’s initial response is coy, trying the line that its business is a “truly special snowflake.” (“We truly believe we are the only solution that allows non-technical everyday business users to automate repetitive computer processes, without needing to understand how to code. Our no-code, visual language is what really sets us apart,” is how Brink Frederiksen actually phrases that.)
But on being pressed Leapwork names a raft of what it calls “legacy players” — such as Tricentis, Smartbear, Ranorex, MicroFocus, Eggplant Software, Mabl and Selenium — as (also) having “great products,” while continuing to claim they “speak to a different audience than we do.”
Certainly Leapwork’s Series B raise speaks loudly of how much value investors are seeing here.
Commenting in a statement, Patrick Devine, director at KKR, said:
Test automation has historically been very challenging at scale, and it has become a growing pain point as the pace of software development continues to accelerate. Leapwork’s primary mission since its founding has been to solve this problem, and it has impressively done so with its powerful no-code automation platform.
“The team at Leapwork has done a fantastic job building a best-in-class corporate culture which has allowed them to continuously innovate, execute and push the boundaries of their automation platform,” added Stephen Shanley, managing director at KKR, in another statement.
In a third supporting statement, Nowi Kallen, principal at Salesforce Ventures, added:
Leapwork has tapped into a significant market opportunity with its no-code test automation software. With Christian and Claus [Rosenkrantz Topholt] at the helm and increased acceleration to digital adoption, we look forward to seeing Leapwork grow in the coming years and a successful partnership.
The proof of the no-code “pudding” is in adoption and usage — getting non-developers to take to and stick with a new way of interfacing with and manipulating information. And so far, for Leapwork, the signs are looking good.
Powered by WPeMatico
Jolla hits profitability ahead of turning 10, eyes growth beyond mobile
Jolla, the Finnish startup behind the Sailfish OS, which formed almost a decade ago when a band of Nokia staffers left to keep the torch burning for a mobile Linux-based alternative to Google’s Android, announced today it’s hitting profitability.
The mobile OS licensing startup describes 2020 as a “turning point” for the business — reporting revenues that grew 53% YoY, and EBITDA (which provides a snapshot of operational efficiency) standing at 34%.
It has a new iron in the fire too now — having recently started offering a new licensing product (called AppSupport for Linux Platforms) which, as the name suggests, can provide Linux platforms with standalone compatibility with general Android applications — without a customer needing to licence the full Sailfish OS (the latter has of course baked-in Android app compatibility since 2013).
Jolla says AppSupport has had some “strong” early interest from automotive companies looking for solutions to develop their in-house infotainment systems — as it offers a way for embedded Linux-compatible platforms the capability to run Android apps without needing to opt for Google’s automotive offerings. And while plenty of car makers have opted for Android, there are still players Jolla could net for its “Google-free” alternative.
Embedded Linux systems also run in plenty of other places, too, so it’s hopeful of wider demand. The software could be used to enable an IoT device to run a particularly popular app, for example, as a value-add for customers.
“Jolla is doing fine,” says CEO and co-founder Sami Pienimäki. “I’m happy to see the company turning profitable last year officially.
“In general it’s the overall maturity of the asset and the company that we start to have customers here and there — and it’s been honestly a while that we’ve been pushing this,” he goes, fleshing out the reasons behind the positive numbers with trademark understatement. “The company is turning 10 years [old] in October so it’s been a long journey. And because of that we’ve been steadily improving our efficiency and our revenue.
“Our revenue grew over 50% since 2019 to 2020 and we made €5.4 million revenue. At the same time the cost base of the operation has stabilized quite well so the sum of those resulted to nice profitability.”
While the consumer mobile OS market has — for years — been almost entirely sewn up by Google’s Android and Apple’s iOS, Jolla licenses its open source Sailfish OS to governments and business as an alternative platform they can shape to their needs — without requiring any involvement of Google.
Perhaps unsurprisingly, Russia was one of the early markets that tapped in.
The case for digital sovereignty in general — and an independent (non-U.S.-based) mobile OS platform provider, specifically — has been strengthened in recent years as geopolitical tensions have played out via the medium of tech platforms; leading to, in some cases, infamous bans on foreign companies being able to access U.S.-based technologies.
In a related development this summer, China’s Huawei launched its own Android alternative for smartphones, which it’s called HarmonyOS.
Pienimäki is welcoming of that specific development — couching it as a validation of the market in which Sailfish plays.
“I wouldn’t necessarily see Huawei coming out with the HarmonyOS value proposition and the technology as a competitor to us — I think it’s more proving the point that there is appetite in the market for something else than Android itself,” he says when we ask whether HarmonyOS risks eating Sailfish’s lunch.
“They are tapping into that market and we are tapping into that market. And I think both of our strategies and messages support each other very firmly.”
Jolla has been working on selling Sailfish into the Chinese market for several years — and that sought-for business remains a work in progress at this stage. But, again, Pienimäki says Jolla doesn’t see Huawei’s move as any kind of blocker to its ambitions of licensing its Android alternative in the Far East.
“The way we see the Chinese market in general is that it’s been always open to healthy competition and there is always competing solutions — actually heavily competing solutions — in the Chinese market. And Huawei’s offering one and we are happy to offer Sailfish OS for this very big, challenging market as well.”
“We do have good relationships there and we are building a case together with our local partners also to access the China market,” he adds. “I think in general it’s also very good that big corporations like Huawei really recognize this opportunity in general — and this shapes the overall industry so that you don’t need to, by default, opt into Android always. There are other alternatives around.”
On AppSupport, Jolla says the automative sector is “actively looking for such solutions,” noting that the “digital cockpit is a key differentiator for car markers — and arguing that makes it a strategically important piece for them to own and control.
“There’s been a lot of, let’s say, positive vibes in that sector in the past few years — newcomers on the block like Tesla have really shaken the industry so that the traditional vendors need to think differently about how and what kind of user experience they provide in the cockpit,” he suggests.
“That’s been heavily invested and rapidly developing in the past years but I’m going to emphasize that at the same time, with our limited resources, we’re just learning where the opportunities for this technology are. Automotive seems to have a lot of appetite but then [we also see potential in] other sectors — IoT … heavy industry as well … we are openly exploring opportunities … but as we know automotive is very hot at the moment.”
“There is plenty of general Linux OS base in the world for which we are offering a good additional piece of technology so that those operating solutions can actually also tap into — for example — selected applications. You can think of like running the likes of Spotify or Netflix or some communications solutions specific for a certain sector,” he goes on.
“Most of those applications are naturally available both for iOS and Android platforms. And those applications as they simply exist … the capability to run those applications independently on top of a Linux platform — that creates a lot of interest.”
In another development, Jolla is in the process of raising a new growth financing round — it’s targeting €20 million — to support its push to market AppSupport and also to put toward further growing its Sailfish licensing business.
It sees growth potential for Sailfish in Europe, which remains the biggest market for licensing the mobile OS. Pienimäki also says it’s seeing “good development” in certain parts of Africa. Nor has it given up on its ambitions to crack into China.
The growth round was opened to investors in the summer and hasn’t yet closed — but Jolla is confident of nailing the raise.
“We are really turning a next chapter in the Jolla story so exploring new emerging opportunities — that requires capital and that’s what are looking for. There’s plenty of money available these days, in the investor front, and we are seeing good traction there together with the investment bank with whom we are working,” says Pienimäki.
“There’s definitely an appetite for this and that will definitely put us in a better position to invest further — both to Sailfish OS and the AppSupport technology. And in particular the go-to market operation — to make this technology available for more people out there in the market.”
Powered by WPeMatico
Cardiomatics bags $3.2M for its ECG-reading AI
Poland-based health tech AI startup Cardiomatics has announced a $3.2 million seed raise to expand use of its electrocardiogram (ECG) reading automation technology.
The round is led by Central and Eastern European VC Kaya, with Nina Capital, Nova Capital and Innovation Nest also participating.
The seed raise also includes a $1 million non-equity grant from the Polish National Centre of Research and Development.
The 2017-founded startup sells a cloud tool to speed up diagnosis and drive efficiency for cardiologists, clinicians and other healthcare professionals to interpret ECGs — automating the detection and analysis of some 20 heart abnormalities and disorders with the software generating reports on scans in minutes, faster than a trained human specialist would be able to work.
Cardiomatics touts its tech as helping to democratize access to healthcare — saying the tool enables cardiologists to optimise their workflow so they can see and treat more patients. It also says it allows GPs and smaller practices to offer ECG analysis to patients without needing to refer them to specialist hospitals.
The AI tool has analyzed more than 3 million hours of ECG signals commercially to date, per the startup, which says its software is being used by more than 700 customers in 10+ countries, including Switzerland, Denmark, Germany and Poland.
The software is able to integrate with more than 25 ECG monitoring devices at this stage, and it touts offering a modern cloud software interface as a differentiator versus legacy medical software.
Asked how the accuracy of its AI’s ECG readings has been validated, the startup told us: “The data set that we use to develop algorithms contains more than 10 billion heartbeats from approximately 100,000 patients and is systematically growing. The majority of the data-sets we have built ourselves, the rest are publicly available databases.
“Ninety percent of the data is used as a training set, and 10% for algorithm validation and testing. According to the data-centric AI we attach great importance to the test sets to be sure that they contain the best possible representation of signals from our clients. We check the accuracy of the algorithms in experimental work during the continuous development of both algorithms and data with a frequency of once a month. Our clients check it everyday in clinical practice.”
Cardiomatics said it will use the seed funding to invest in product development, expand its business activities in existing markets and gear up to launch into new markets.
“Proceeds from the round will be used to support fast-paced expansion plans across Europe, including scaling up our market-leading AI technology and ensuring physicians have the best experience. We prepare the product to launch into new markets too. Our future plans include obtaining FDA certification and entering the US market,” it added.
The AI tool received European medical device certification in 2018 — although it’s worth noting that the European Union’s regulatory regime for medical devices and AI is continuing to evolve, with an update to the bloc’s Medical Devices Directive (now known as the EU Medical Device Regulation) coming into application earlier this year (May).
A new risk-based framework for applications of AI — aka the Artificial Intelligence Act — is also incoming and will likely expand compliance demands on AI health tech tools like Cardiomatics, introducing requirements such as demonstrating safety, reliability and a lack of bias in automated results.
Asked about the regulatory landscape it said: “When we launched in 2018 we were one of the first AI-based solutions approved as medical device in Europe. To stay in front of the pace we carefully observe the situation in Europe and the process of legislating a risk-based framework for regulating applications of AI. We also monitor draft regulations and requirements that may be introduced soon. In case of introducing new standards and requirements for artificial intelligence, we will immediately undertake their implementation in the company’s and product operations, as well as extending the documentation and algorithms validation with the necessary evidence for the reliability and safety of our product.”
However it also conceded that objectively measuring efficacy of ECG reading algorithms is a challenge.
“An objective assessment of the effectiveness of algorithms can be very challenging,” it told TechCrunch. “Most often it is performed on a narrow set of data from a specific group of patients, registered with only one device. We receive signals from various groups of patients, coming from different recorders. We are working on this method of assessing effectiveness. Our algorithms, which would allow them to reliably evaluate their performance regardless of various factors accompanying the study, including the recording device or the social group on which it would be tested.”
“When analysis is performed by a physician, ECG interpretation is a function of experience, rules and art. When a human interprets an ECG, they see a curve. It works on a visual layer. An algorithm sees a stream of numbers instead of a picture, so the task becomes a mathematical problem. But, ultimately, you cannot build effective algorithms without knowledge of the domain,” it added. “This knowledge and the experience of our medical team are a piece of art in Cardiomatics. We shouldn’t forget that algorithms are also trained on the data generated by cardiologists. There is a strong correlation between the experience of medical professionals and machine learning.”
Powered by WPeMatico
Employee talent predictor retrain.ai raised another $7M, adds Splunk as strategic investor
Automation will displace 85 million jobs while simultaneously creating 97 million new jobs by 2025, according to the World Economic Forum. Although that sounds like good news, the hard reality is that millions of people will have to retrain in the jobs of the future.
A number of startups are addressing these problems of employee skills, and are looking at talent development, neuroscience-based assessments and prediction technologies for staffing. These include Pymetrics (raised $56.6 million), Eightfold (raised $396.8 million) and EmPath (raised $1 million). But this sector is by no means done yet.
Retrain.ai bills itself as a “Talent Intelligence Platform”, and it’s now closed an additional $7 million from its current investors Square Peg, Hetz Ventures, TechAviv, .406 Ventures and Schusterman Family Investments. It’s also now added Splunk Ventures as a strategic investor. The new round of funding takes its total raised to $20 million.
Retrain.ai says it uses AI and machine learning to help governments and organizations retrain and upskill talent for jobs of the future, enable diversity initiatives, and help employees and jobseekers manage their careers.
Dr. Shay David, co-founder and CEO of retrain.ai said: “We are thrilled to have Splunk Ventures join us on this exciting journey as we use the power of data to solve the widening skills gap in the global labor markets.”
The company says it helps companies tackle future workforce strategies by “analyzing millions of data sources to understand the demand and supply of skill sets.”
The new funding will be used for U.S. expansion, hiring talent and product development.
Powered by WPeMatico