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Google’s Anthos multicloud platform gets improved logging, Windows container support and more
Google today announced a sizable update to its Anthos multicloud platform that lets you build, deploy and manage containerized applications anywhere, including on Amazon’s AWS and (in preview) on Microsoft Azure.
Version 1.7 includes new features like improved metrics and logging for Anthos on AWS, a new Connect gateway to interact with any cluster right from Google Cloud and a preview of Google’s managed control plane for Anthos Service Mesh. Other new features include Windows container support for environments that use VMware’s vSphere platform and new tools for developers to make it easier for them to deploy their applications to any Anthos cluster.
Today’s update comes almost exactly two years after Google CEO Sundar Pichai originally announced Anthos at its Cloud Next event in 2019 (before that, Google called this project the “Google Cloud Services Platform,” which launched three years ago). Hybrid and multicloud, it’s fair to say, takes a key role in the Google Cloud roadmap — and maybe more so for Google than for any of its competitors. Recently, Google brought on industry veteran Jeff Reed to become the VP of Product Management in charge of Anthos.
Reed told me that he believes that there are a lot of factors right now that are putting Anthos in a good position. “The wind is at our back. We bet on Kubernetes, bet on containers — those were good decisions,” he said. Increasingly, customers are also now scaling out their use of Kubernetes and have to figure out how to best scale out their clusters and deploy them in different environments — and to do so, they need a consistent platform across these environments. He also noted that when it comes to bringing on new Anthos customers, it’s really those factors that determine whether a company will look into Anthos or not.
He acknowledged that there are other players in this market, but he argues that Google Cloud’s take on this is also quite different. “I think we’re pretty unique in the sense that we’re from the cloud, cloud-native is our core approach,” he said. “A lot of what we talk about in [Anthos] 1.7 is about how we leverage the power of the cloud and use what we call “an anchor in the cloud” to make your life much easier. We’re more like a cloud vendor there, but because we support on-prem, we see some of those other folks.” Those other folks being IBM/Red Hat’s OpenShift and VMware’s Tanzu, for example.
The addition of support for Windows containers in vSphere environments also points to the fact that a lot of Anthos customers are classical enterprises that are trying to modernize their infrastructure, yet still rely on a lot of legacy applications that they are now trying to bring to the cloud.
Looking ahead, one thing we’ll likely see is more integrations with a wider range of Google Cloud products into Anthos. And indeed, as Reed noted, inside of Google Cloud, more teams are now building their products on top of Anthos themselves. In turn, that then makes it easier to bring those services to an Anthos-managed environment anywhere. One of the first of these internal services that run on top of Anthos is Apigee. “Your Apigee deployment essentially has Anthos underneath the covers. So Apigee gets all the benefits of a container environment, scalability and all those pieces — and we’ve made it really simple for that whole environment to run kind of as a stack,” he said.
I guess we can expect to hear more about this in the near future — or at Google Cloud Next 2021.
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IBM breaks latest revenue losing streak as cloud revenue shows modest growth
For IBM, much of the last eight years simply posting positive revenue growth was a challenge. In fact, the company had a period between 2013 and 2018 when it experienced an astonishing 22 straight quarters of negative revenue growth. So when Big Blue reported yesterday that revenue was up slightly, I’m sure the company took that as a win. Investors appear to be happy with the results, with the stock up 4.73% this morning as of publication.
Consider that over the last eight quarters encompassing FY2019 and FY2020, the company had only one positive revenue quarter when it was up 0.1% in Q42019. It had had five losing quarters prior to that one. When you look at yesterday’s report in that light, and combine it with growth in the Cloud and Cognitive Services group, it adds up to a decent quarter for IBM, one it badly needed after another negative report in the prior quarter.
Looking back at the January report, the company reported Cloud and Cognitive Services revenues down 4.5% at $6.8 billion, which was a big blow, considering the company has been betting much of its future on those very areas, fueled in large part by the $34 billion Red Hat acquisition in 2018.
Its most recent quarterly report proved much better, with the company reporting Cloud and Cognitive Services revenues of $5.4 billion, up 3.8% YoY. Interestingly quarter-on-quarter revenue for the segment was down, but rose on a year-over-year basis. Perhaps a year-end enterprise revenue push could account for the difference between Q4 2020 and Q1 2021.
At any rate, IBM CEO Arvind Krishna saw today’s report as a positive sign that his attempts to push the company toward a future focused on hybrid computing and AI were starting to take root. He also saw enough in the report to predict some growth this year.
“In our last call, we shared our financial expectations for the year, revenue growth and $11 billion to $12 billion of adjusted free cash flow. While it’s still early in the year and a lot remains to be done, we are confident enough to say that we are on track,” Krishna said in the earnings call with analysts yesterday.
The company has made a number of smaller acquisitions over the last year, including a couple of consulting companies, which should help as they try to work with customers around the transition to hybrid computing and artificial intelligence, both of which tend to require a lot of hand-holding to get done.
At the same time, of course, the company is continuing apace with its spin out of the legacy infrastructure services division, which it announced last year. The plan at this point is to rename the company Kyndryl (an unfortunate choice) and complete the spin out by year’s end.
CFO Jim Kavanaugh also sees the modestly positive quarter as something the company can build on. “…in fact we are even more confident in the position we put in place with regards to our two most important measures, one, revenue growth, and second, adjusted free cash flow, which is going to provide the fuel for the investments needed for us to capture that hybrid cloud $1 trillion TAM,” Kavanaugh said in the earnings call with analysts.
All of this is being pushed by Red Hat, which grew revenue 15% in the most recent quarter, something the company is banking will continue to advance it deeper into positive territory throughout the rest of 2021.
Krishna is not looking for booming growth by any means. He just wants growth, and even sustained single-digit top line expansion will make him happy. “Our systems if I take a two-year to three-year view kind of flattish, but in any given year it might increase or decrease but not by a whole lot. It doesn’t impact the top line a lot and that’s how sort of we get to the mid-single-digit sustainably,” Krishna said in the call.
The CEO simply wants to bring some long-term stability back to the company it has been sadly lacking in recent years. Of course, it’s hard to know if this quarter was a temporary upward blip on IBM’s earnings chart, one of those fluctuations up or down he spoke of, or if it is the corner the company has been looking to turn for years. Only time will tell whether IBM can sustain the modest revenue goals Krishna has set for the organization, or if it will fall back into the revenue doldrums that have plagued the company for the last eight years.
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IBM acquires Italy’s myInvenio to integrate process mining directly into its suite of automation tools
Automation has become a big theme in enterprise IT, with organizations using RPA, no-code and low-code tools, and other technology to speed up work and bring more insights and analytics into how they do things every day, and today IBM is announcing an acquisition as it hopes to take on a bigger role in providing those automation services. The IT giant has acquired myInvenio, an Italian startup that builds and operates process mining software.
Process mining is the part of the automation stack that tracks data produced by a company’s software, as well as how the software works, in order to provide guidance on what a company could and should do to improve it. In the case of myInvenio, the company’s approach involves making a “digital twin” of an organization to help track and optimize processes. IBM is interested in how myInvenio’s tools are able to monitor data in areas like sales, procurement, production and accounting to help organizations identify what might be better served with more automation, which it can in turn run using RPA or other tools as needed.
Terms of the deal are not being disclosed. It is not clear if myInvenio had any outside investors (we’ve asked and are awaiting a response). This is the second acquisition IBM has made out of Italy. (The first was in 2014, a company called CrossIdeas that now forms part of the company’s security business.)
IBM and myInvenio are not exactly strangers: The two inked a deal as recently as November 2020 to integrate the Italian startup’s technology into IBM’s bigger automation services business globally.
Dinesh Nirmal, GM of IBM Automation, said in an interview that the reason IBM acquired the company was two-fold. First, it lets IBM integrate the technology more closely into the company’s Cloud Pak for Business Automation, which sits on and is powered by Red Hat OpenShift and has other automation capabilities already embedded within it, specifically robotic process automation (RPA), document processing, workflows and decisions.
Second and perhaps more importantly, it will mean that IBM will not have to tussle for priority for its customers in competition with other solution partners that myInvenio already had. IBM will be the sole provider.
“Partnerships are great but in a partnership you also have the option to partner with others, and when it comes to priority, who decides?” he said. “From the customer perspective, will they work just on our deal, or others first? Now, our customers will get the end result of this… We can bring a single solution to an end user or an enterprise, saying, ‘look you have document processing, RPA, workflow, mining.’ That is the beauty of this and what customers will see.”
He said that IBM currently serves with its automation products customers across a range of verticals, including financial, insurance, healthcare and manufacturing.
Notably, this is not the first acquisition that IBM has made to build out this stack. Last year, it acquired WDG to expand into robotic process automation.
And interestingly, it’s not even the only partnership that IBM has had in process mining. Just earlier this month, it announced a deal with one of the bigger names in the field, Celonis, a German startup valued at $2.5 billion in 2019.
Ironically, at the time, my colleague Ron wondered aloud why IBM wasn’t just buying Celonis outright in that deal. It’s hard to speculate if price was one reason. Remember: We don’t know the terms of this acquisition, but given myInvenio was off the fundraising radar, chances are it’s possibly a little less than Celonis’s price tag.
We’ve asked and IBM has confirmed that it will continue to work with Celonis alongside now offering its own native process mining tools.
“In keeping with IBM’s open approach and $1 billion investment in ecosystem, [Global Business Services, IBM’s enterprise services division] works with a broad range of technologies based on client and market demand, including IBM AI and Automation software,” a spokesperson said in a statement. “Celonis focuses on execution management which supports GBS’ transformation of clients’ business processes through intelligent workflows across industries and domains. Specifically, Celonis has deep connectivity into enterprise systems such as Salesforce, SAP, Workday or ServiceNow, so the Celonis EMS platform helps GBS accelerate clients’ transformations and BPO engagements with these ERP platforms.”
Indeed, at the end of the day, companies that offer services, especially suites of services, are working in environments where they have to be open to customers using their own technology, or bringing in something else.
There may have been another force pushing IBM to bring more of this technology in-house, and that’s wider competitive climate. Earlier this year, SAP acquired another European startup in the process mining space, Signavio, in a deal reportedly worth about $1.2 billion. As more of these companies get snapped up by would-be IBM rivals, and those left standing are working with a plethora of other parties, maybe it was high time for IBM to make sure it had its own horse in the race.
“Through IBM’s planned acquisition of myInvenio, we are revolutionizing the way companies manage their process operations,” said Massimiliano Delsante, CEO, myInvenio, who will be staying on with the deal. “myInvenio’s unique capability to automatically analyze processes and create simulations — what we call a ‘Digital Twin of an Organization’ — is joining with IBM’s AI-powered automation capabilities to better manage process execution. Together we will offer a comprehensive solution for digital process transformation and automation to help enterprises continuously transform insights into action.”
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Celonis announces significant partnership with IBM to sell its process mining software
Before you can improve a workflow, you have to understand how work advances through a business, which is more complex than you might imagine inside a large enterprise. That’s where Celonis comes in. It uses software to identify how work moves through an organization and suggests more efficient ways of getting the same work done, also known as process mining.
Today, the company announced a significant partnership with IBM where IBM Global Services will train 10,000 consultants worldwide on Celonis. The deal gives Celonis, a company with around 1,200 employees, access to the massive selling and consulting unit, while IBM gets a deep understanding of a piece of technology that is at the front end of the workflow automation trend.
Miguel Milano, chief revenue officer at Celonis, says that digitizing processes has been a trend for several years. It has sped up due to COVID, and it’s partly why the two companies have decided to work together. “Intelligent workflows, or more broadly spoken workflows built to help companies execute better, are at the heart of this partnership and it’s at the heart of this trend now in the market,” Milano said.
The other part of this is that IBM now owns Red Hat, which it acquired in 2018 for $34 billion. The two companies believe that by combining the Celonis technology, which is cloud based, with Red Hat, which can span the hybrid world of on premises and cloud, the two together can provide a much more powerful solution to follow work wherever it happens.
“I do think that moving the [Celonis] software into the Red Hat OpenShift environment is hugely powerful because it does allow in what’s already a very powerful open solution to now operate across this hybrid cloud world, leveraging the power of OpenShift which can straddle the worlds of mainframe, private cloud and public cloud. And data straddle those worlds, and will continue to straddle those worlds,” Mark Foster, senior vice president at IBM Services explained.
You might think that IBM, which acquired robotic process automation vendor WDG Automation last summer, would simply attempt to buy Celonis, but Foster says the partnership is consistent with the company’s attempt to partner with a broader ecosystem.
“I think that this is very much part of an overarching focus of IBM with key ecosystem partners. Some of them are going to be bigger, some of them are going to be smaller, and […] I think this is one where we see the opportunity to connect with an organization that’s taking a leading position in its category, and the opportunity for that to take advantage of the IBM Red Hat technologies…” he said.
The companies had already been working together for some time prior to this formal announcement, and this partnership is the culmination of that. As this firmer commitment to one another goes into effect, the two companies will be working more closely to train thousands of IBM consultants on the technology, while moving the Celonis solution into Red Hat OpenShift in the coming months.
It’s clearly a big deal with the feel of an acquisition, but Milano says that this is about executing his company’s strategy to work with more systems integrators (SIs), and while IBM is a significant partner, it’s not the only one.
“We are becoming an SI consulting-driven organization. So we put consulting companies like IBM at the forefront of our strategy, and this [deal] is a big cornerstone of our strategy,” he said.
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IBM transformation struggles continue with cloud and AI revenue down 4.5%
A couple of months ago at CNBC’s Transform conference, IBM CEO Arvind Krishna painted a picture of a company in the midst of a transformation. He said that he wanted to take advantage of IBM’s $34 billion 2018 Red Hat acquisition to help customers manage a growing hybrid cloud world, while using artificial intelligence to drive efficiency.
It seems like a sound enough approach. But instead of the new strategy acting as a big growth engine, IBM’s earnings today showed that its cloud and cognitive software revenues were down 4.5% to $6.8 billion. Meanwhile cognitive applications — where you find AI incomes — were flat.
If Krishna was looking for a silver lining, perhaps he could take solace in the fact that Red Hat itself performed well, with revenue up 18% compared to the year-ago period, according to the company. But overall the company’s revenue declined for the fourth straight quarter, leaving the executive in much the same position as his predecessor Ginni Rometty, who led IBM during 22 straight quarters of revenue losses.
Krishna laid out his strategy in November, telling CNBC, “The Red Hat acquisition gave us the technology base on which to build a hybrid cloud technology platform based on open-source, and based on giving choice to our clients as they embark on this journey.” So far the approach is simply not generating the growth Krishna expected.
The company is also in the midst of spinning out its legacy managed infrastructure services division, which, as Krishna said in the same November interview, should allow Big Blue to concentrate more on its new strategy. “With the success of that acquisition now giving us the fuel, we can then take the next step, and the larger step, of taking the managed infrastructure services out. So the rest of the company can be absolutely focused on hybrid cloud and artificial intelligence,” he said.
While it’s certainly too soon to say his transformation strategy has failed, the results aren’t there yet, and IBM’s falling top line has to be as frustrating to Krishna as it was to Rometty. If you guide the company toward more modern technologies and away from the legacy ones, at some point you should start seeing results, but so far that has not been the case for either leader.
Krishna continued to build on this vision at the end of last year by buying some additional pieces like cloud applications performance monitoring company Instana and hybrid cloud consulting firm Nordcloud. He did so to build a broader portfolio of hybrid cloud services to make IBM more of a one-stop shop for these services.
As retired NFL football coach Bill Parcells used to say, referring to his poorly performing teams, “you are what your record says you are.” Right now IBM’s record continues to trend in the wrong direction. While it’s making some gains with Red Hat leading the way, it’s simply not enough to offset the losses, and something needs to change.
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RedHat is acquiring container security company StackRox
RedHat today announced that it’s acquiring container security startup StackRox . The companies did not share the purchase price.
RedHat, which is perhaps best known for its enterprise Linux products has been making the shift to the cloud in recent years. IBM purchased the company in 2018 for a hefty $34 billion and has been leveraging that acquisition as part of a shift to a hybrid cloud strategy under CEO Arvind Krishna.
The acquisition fits nicely with RedHat OpenShift, its container platform, but the company says it will continue to support StackRox usage on other platforms including AWS, Azure and Google Cloud Platform. This approach is consistent with IBM’s strategy of supporting multicloud, hybrid environments.
In fact, Red Hat president and CEO Paul Cormier sees the two companies working together well. “Red Hat adds StackRox’s Kubernetes-native capabilities to OpenShift’s layered security approach, furthering our mission to bring product-ready open innovation to every organization across the open hybrid cloud across IT footprints,” he said in a statement.
CEO Kamal Shah, writing in a company blog post announcing the acquisition, explained that the company made a bet a couple of years ago on Kubernetes and it has paid off. “Over two and half years ago, we made a strategic decision to focus exclusively on Kubernetes and pivoted our entire product to be Kubernetes-native. While this seems obvious today; it wasn’t so then. Fast forward to 2020 and Kubernetes has emerged as the de facto operating system for cloud-native applications and hybrid cloud environments,” Shah wrote.
Shah sees the purchase as a way to expand the company and the road map more quickly using the resources of Red Hat (and IBM), a typical argument from CEOs of smaller acquired companies. But the trick is always finding a way to stay relevant inside such a large organization.
StackRox’s acquisition is part of some consolidation we have been seeing in the Kubernetes space in general and the security space more specifically. That includes Palo Alto Networks acquiring competitor TwistLock for $410 million in 2019. Another competitor, Aqua Security, which has raised $130 million, remains independent.
StackRox was founded in 2014 and raised over $65 million, according to Crunchbase data. Investors included Menlo Ventures, Redpoint and Sequoia Capital. The deal is expected to close this quarter subject to normal regulatory scrutiny.
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IBM snags Nordcloud to add multi-cloud consulting expertise
IBM has been busy since it announced plans to spin out its legacy infrastructure management business in October, placing an all-in bet on the hybrid cloud. Today, it built on that bet by acquiring Helsinki-based multi-cloud consulting firm Nordcloud. The companies did not share the purchase price.
Nordcloud fits neatly into this strategy with 500 consultants certified in AWS, Azure and Google Cloud Platform, giving the company a trained staff of experts to help as they move away from an IBM -centric solution to choosing to work with the customer however they wish to implement their cloud strategy.
This hybrid approach harkens back to the $34 billion Red Hat acquisition in 2018, which is really the lynchpin for this approach, as CEO Arvind Krishna told CNBC’s Jon Fortt in an interview last month. Krishna is in the midst of trying to completely transform his organization, and acquisitions like this are meant to speed up that process:
The Red Hat acquisition gave us the technology base on which to build a hybrid cloud technology platform based on open-source, and based on giving choice to our clients as they embark on this journey. With the success of that acquisition now giving us the fuel, we can then take the next step, and the larger step, of taking the managed infrastructure services out. So the rest of the company can be absolutely focused on hybrid cloud and artificial intelligence.
John Granger, senior vice president for cloud application innovation and COO for IBM Global Business Services, says that IBM’s customers are increasingly looking for help managing resources across multiple vendors, as well as on premises.
“IBM’s acquisition of Nordcloud adds the kind of deep expertise that will drive our clients’ digital transformations as well as support the further adoption of IBM’s hybrid cloud platform. Nordcloud’s cloud-native tools, methodologies and talent send a strong signal that IBM is committed to deliver our clients’ successful journey to cloud,” Granger said in a statement.
After the deal closes, which is expected in the first quarter next year subject to typical regulatory approvals, Nordcloud will become an IBM company and operate to help continue this strategy.
It’s worth noting that this deal comes on the heels several other small recent deals, including acquiring Expertus last week and Truqua and Instana last month. These three companies provide expertise in digital payments, SAP consulting and hybrid cloud applications performance monitoring, respectively.
Nordcloud, which is based in Helsinki with offices in Amsterdam, was founded in 2011 and has raised more than $26 million, according to PitchBook data.
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As IBM shifts to hybrid cloud, reports have them laying off 10,000 in EU
As IBM makes a broad shift in strategy, Bloomberg reported this morning that the company would be cutting around 10,000 jobs in Europe. This comes on the heels of last month’s announcement that the organization will be spinning out its infrastructure services business next year. While IBM wouldn’t confirm the layoffs, a spokesperson suggested there were broad structural changes ahead for the company as it concentrates fully on a hybrid cloud approach.
IBM had this to say in response to a request for comment on the Bloomberg report: “Our staffing decisions are made to provide the best support to our customers in adopting an open hybrid cloud platform and AI capabilities. We also continue to make significant investments in training and skills development for IBMers to best meet the needs of our customers.”
Unfortunately, that means basically if you don’t have the currently required skill set, chances are you might not fit with the new version of IBM. IBM CEO Arvind Krishna alluded to the changing environment in an interview with Jon Fortt at the CNBC Evolve Summit earlier this month when he said:
The Red Hat acquisition gave us the technology base on which to build a hybrid cloud technology platform based on open-source, and based on giving choice to our clients as they embark on this journey. With the success of that acquisition now giving us the fuel, we can then take the next step, and the larger step, of taking the managed infrastructure services out. So the rest of the company can be absolutely focused on hybrid cloud and artificial intelligence.
The story has always been the same around IBM layoffs, that as they make the transition to a new model, it requires eliminating positions that don’t fit into the new vision, and today’s report is apparently no different, says Holger Mueller, an analyst at Constellation Research.
“IBM is in the biggest transformation of the company’s history as it moves from services to software and specialized hardware with Quantum. That requires a different mix of skills in its employee base and the repercussions of that manifest itself in the layoffs that IBM has been doing, mostly quietly, for the last 5+ years,” he said.
None of this is easy for the people involved. It’s never a good time to lose your job, but the timing of this one feels worse. In the middle of a recession brought on by COVID, and as a second wave of the virus sweeps over Europe, it’s particularly difficult.
We have reported on a number of IBM layoffs over the last five years. In May, it confirmed layoffs, but wouldn’t confirm numbers. In 2015, we reported on a 12,000 employee layoff.
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IBM is acquiring APM startup Instana as it continues to expand hybrid cloud vision
As IBM transitions from software and services to a company fully focussed on hybrid cloud management, it announced its intention to buy Instana, an applications performance management startup with a cloud native approach that fits firmly within that strategy.
The companies did not reveal the purchase price.
With Instana, IBM can build on its internal management tools, giving it a way to monitor containerized environments running Kubernetes. It hopes by adding the startup to the fold it can give customers a way to manage complex hybrid and multi-cloud environments.
“Our clients today are faced with managing a complex technology landscape filled with mission-critical applications and data that are running across a variety of hybrid cloud environments – from public clouds, private clouds and on-premises,” Rob Thomas, senior vice president for cloud and data platform said in a statement. He believes Instana will help ease that load, while using machine learning to provide deeper insights.
At the time of the company’s $30 million Series C in 2018, TechCrunch’s Frederic Lardinois described the company this way. “What really makes Instana stand out is its ability to automatically discover and monitor the ever-changing infrastructure that makes up a modern application, especially when it comes to running containerized microservices.” That would seem to be precisely the type of solution that IBM would be looking for.
As for Instana, the founders see a good fit for the two companies, especially in light of the Red Hat acquisition in 2018 that is core to IBM’s hybrid approach. “The combination of Instana’s next generation APM and Observability platform with IBM’s Hybrid Cloud and AI technologies excited me from the day IBM approached us with the idea of joining forces and combining our technologies,” CEO Mirko Novakovic wrote in a blog post announcing the deal.
Indeed, in a recent interview IBM CEO Arvind Krishna told CNBC’s Jon Fortt, that they are betting the farm on hybrid cloud management with Red Hat at the center. When you combine that with the decision to spin out the company’s managed infrastructure services business, this purchase shows that they intend to pursue every angle
“The Red Hat acquisition gave us the technology base on which to build a hybrid cloud technology platform based on open-source, and based on giving choice to our clients as they embark on this journey. With the success of that acquisition now giving us the fuel, we can then take the next step, and the larger step, of taking the managed infrastructure services out. So the rest of the company can be absolutely focused on hybrid cloud and artificial intelligence,” Krishna told CNBC.
Instana, which is based in Chicago with offices in Munich, was founded in 2015 in the early days of Kubernetes and the startup’s APM solution has evolved to focus more on the needs of monitoring in a cloud native environment. The company raised $57 million along the way with the most recent round being that Series C in 2018.
The deal per usual is subject to regulatory approvals, but the company believes it should close in the next few months.
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AI-tool maker Seldon raises £7.1M Series A from AlbionVC and Cambridge Innovation Capital
Seldon is a U.K. startup that specializes in the rarified world of development tools to optimize machine learning. What does this mean? Well, dear reader, it means that the “AI” that companies are so fond of trumpeting does actually end up working.
It has now raised a £7.1 million Series A round co-led by AlbionVC and Cambridge Innovation Capital . The round also includes significant participation from existing investors Amadeus Capital Partners and Global Brain, with follow-on investment from other existing shareholders. The £7.1 million funding will be used to accelerate R&D and drive commercial expansion, take Seldon Deploy — a new enterprise solution — to market and double the size of the team over the next 18 months.
More accurately, Seldon is a cloud-agnostic machine learning (ML) deployment specialist which works in partnership with industry leaders such as Google, Red Hat, IBM and Amazon Web Services.
Key to its success is that its open-source project Seldon Core has more than 700,000 models deployed to date, drastically reducing friction for users deploying ML models. The startup says its customers are getting productivity gains of as much as 92% as a result of utilizing Seldon’s product portfolio.
Alex Housley, CEO and founder of Seldon speaking to TechCrunch explained that companies are using machine learning across thousands of use cases today, “but the model actually only generates real value when it’s actually running inside a real-world application.”
“So what we’ve seen emerge over these last few years are companies that specialize in specific parts of the machine learning pipeline, such as training version control features. And in our case we’re focusing on deployment. So what this means is that organizations can now build a fully bespoke AI platform that suits their needs, so they can gain a competitive advantage,” he said.
In addition, he said Seldon’s open-source model means that companies are not locked-in: “They want to avoid locking as well they want to use tools from various different vendors. So this kind of intersection between machine learning, DevOps and cloud-native tooling is really accelerating a lot of innovation across enterprise and also within startups and growth-stage companies.”
Nadine Torbey, an investor at AlbionVC, added: “Seldon is at the forefront of the next wave of tech innovation, and the leadership team are true visionaries. Seldon has been able to build an impressive open-source community and add immediate productivity value to some of the world’s leading companies.”
Vin Lingathoti, partner at Cambridge Innovation Capital, said: “Machine learning has rapidly shifted from a nice-to-have to a must-have for enterprises across all industries. Seldon’s open-source platform operationalizes ML model development and accelerates the time-to-market by eliminating the pain points involved in developing, deploying and monitoring machine learning models at scale.”
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