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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.
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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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Cybersecurity startup Panaseer raises $26.5M Series B led by AllegisCyber Capital
Panaseer, which takes a data science approach to cybersecurity, has raised $26.5 million in a Series B funding led by AllegisCyber Capital. Existing investors, including Evolution Equity Partners, Notion Capital, AlbionVC, Cisco Investments and Paladin Capital Group, as well as new investor National Grid Partners, also participated. Panaseer has now raised $43 million to date.
Panaseer’s special sauce and sales pitch amount to what it calls “Continuous Controls Monitoring” (CCM). In plainer English that means correlating a great deal of data from all available security tools to check assets, control gaps, you name it.
As a result, the company says it can identify zero-day and other exposures faster, or exposure to, say, FireEye or SolarWinds vulnerabilities.
Jonathan Gill, CEO, Panaseer said: “Most enterprises have the tools and capability to theoretically prevent a breach from occurring. However, one of the key reasons that breaches occur is that there is no technology to monitor and react to failed controls. CCM continuously validates and measures levels of protection and provides notifications of failures. Ultimately, CCM enables these failures to be fixed before they become security incidents.”
Speaking to me on a call he added: “The investment, allows us to scale our organization to meet those demands of customers with a team of people to implement the platform and help them get tremendous value and to evolve the product. To add more and more capability to that technology to support more and more use cases. So they’re the two main directions, and there’s a market we think of tens of thousands of organizations of a certain size, who are regulated or they have assets worth protecting and a level of complexity that makes it difficult to solve the problem themselves. And our Advisory Board and the customers I’ve spoken with think maybe there are barely 20 companies in the world who can solve this problem. And everybody else gets stuck on the fact that it’s a really difficult data science problem to solve. So we want to scale that and take that to more organizations.”
And why did they pick these investors: “I think we picked them and they picked us, we’ve been on that journey together. It takes months to find the best combination. The dollars are all the same when it comes to investors, but I think they can help improve as an organization and grow just like the existing investors do. They give us access and reach into parts of the market and help make us better as organizations as well.”
Bob Ackerman, founder and managing director of AllegisCyber Capital, and co-founder of DataTribe said: “The emergence of Continuous Controls Monitoring as a new cybersecurity category demonstrates a ‘coming of age’ for cybersecurity. Cyber is the existential threat to the global digital economy. All levels of the enterprise, from the CISO, to Chief Risk Officer, to the Board of Directors are demanding comprehensive visibility, transparency and hard metrics to assess cyber situational awareness.”
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Ivanti has acquired security firms MobileIron and Pulse Secure
IT security software company Ivanti has acquired two security companies: Enterprise mobile security firm MobileIron and corporate virtual network provider Pulse Secure.
In a statement on Tuesday, Ivanti said it bought MobileIron for $872 million in stock — with 91% of the shareholders voting in favor of the deal — and acquired Pulse Secure from its parent company Siris Capital Group, but did not disclose the buying price.
The deals have now closed.
Ivanti was founded in 2017 after Clearlake Capital, which owned Heat Software, bought Landesk from private equity firm Thoma Bravo, and merged the two companies to form Ivanti. The combined company, headquartered in Salt Lake City, focuses largely on enterprise IT security, including endpoint, asset and supply chain management. Since its founding, Ivanti went on to acquire several other companies, including U.K.-based Concorde Solutions and RES Software.
If MobileIron and Pulse Secure seem familiar, both companies have faced their fair share of headlines this year after hackers began exploiting vulnerabilities found in their technologies.
Just last month, the U.K. government’s National Cyber Security Center published an alert that warned of a remotely executable bug in MobileIron, patched in June, allowing hackers to break into enterprise networks. U.S. Homeland Security’s cybersecurity advisory unit CISA said that the bug was being actively used by advanced persistent threat (APT) groups, typically associated with state-backed hackers.
Meanwhile, CISA also warned that Pulse Secure was one of several corporate VPN providers with vulnerabilities that have since become a favorite among hackers, particularly ransomware actors, who abuse the bugs to gain access to a network and deploy the file-encrypting ransomware.
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Splunk acquires Plumbr and Rigor to build out its observability platform
Data platform Splunk today announced that it has acquired two startups, Plumbr and Rigor, to build out its new Observability Suite, which is also launching today. Plumbr is an application performance monitoring service, while Rigor focuses on digital experience monitoring, using synthetic monitoring and optimization tools to help businesses optimize their end-user experiences. Both of these acquisitions complement the technology and expertise Splunk acquired when it bought SignalFx for over $1 billion last year.
Splunk did not disclose the price of these acquisitions, but Estonia-based Plumbr had raised about $1.8 million, while Atlanta-based Rigor raised a debt round earlier this year.
When Splunk acquired SignalFx, it said it did so in order to become a leader in observability and APM. As Splunk CTO Tim Tully told me, the idea here now is to accelerate this process.
Image Credits: Splunk
“Because a lot of our users and our customers are moving to the cloud really, really quickly, the way that they monitor [their] applications changed because they’ve gone to serverless and microservices a ton,” he said. “So we entered that space with those acquisitions, we quickly folded them together with these next two acquisitions. What Plumbr and Rigor do is really fill out more of the portfolio.”
He noted that Splunk was especially interested in Plumbr’s bytecode implementation and its real-user monitoring capabilities, and Rigor’s synthetics capabilities around digital experience monitoring (DEM). “By filling in those two pieces of the portfolio, it gives us a really amazing set of solutions because DEM was the missing piece for our APM strategy,” Tully explained.
Image Credits: Splunk
With the launch of its Observability Suite, Splunk is now pulling together a lot of these capabilities into a single product — which also features a new design that makes it stand apart from the rest of Splunk’s tools. It combines logs, metrics, traces, digital experience, user monitoring, synthetics and more.
“At Yelp, our engineers are responsible for hundreds of different microservices, all aimed at helping people find and connect with great local businesses,” said Chris Gordon, Technical Lead at Yelp, where his team has been testing the new suite. “Our Production Observability team collaborates with Engineering to improve visibility into the performance of key services and infrastructure. Splunk gives us the tools to empower engineers to monitor their own services as they rapidly ship code, while also providing the observability team centralized control and visibility over usage to ensure we’re using our monitoring resources as efficiently as possible.”
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Microsoft updates its Endpoint Manager with improved macOS support and more
At its Ignite conference today, Microsoft announced a number of new features for the Microsoft Endpoint Manager, the company’s unified platform for managing and securing devices in an enterprise environment. The service, which combines the features of the Microsoft System Center Configuration Manager with the cloud-based tools of Intune, launched just under a year ago. Today’s updates build on the foundation the team created at the time and add improved macOS and iPad support, as well as new tools for connecting mobile devices to on-premises apps and additional productivity tools based on the date the company gathers from the service. The company is also making it easier for corporate IT departments to provision devices for employees remotely.
If anything, the pandemic has only accelerated both the growth of this business for Microsoft and the need for companies to manage their remote devices.
“It really is about bringing this cloud and all the intelligence that we had in Intune together with Config Manager and making it act as one,” Brad Anderson, Microsoft corporate VP for the Commercial Management Experiences team, told me. “And it’s been so fascinating to see how the pandemic accelerated people wanting and needing to use that. When the pandemic first hit — and as I go back to March 8th or 10th, in the U.S., the calls that I was having almost every day with CIOs centered around, ‘my VPN is overwhelmed. How am I going to keep all my systems updated?’ ”
Today’s announcements build on the work Microsoft has done on this service over the course of the last year. After launching support for scripting on macOS earlier this year, for example, the company today announced a new “first-class management experience on macOS” that brings deploy scripts, but also improved enrollment experiences and app lifecycle management feature, to the platform.
Endpoint Manager now also supports Apple’s Shared iPad for Business functionality, and will help businesses deploy iPads to their users and allow them to log in with Azure Active Directory accounts. This gives users two separate portions on the device: one for work and one for everything else.
Another new feature is Microsoft Tunnel. This gives businesses a VPN that can cover the entire device or single apps to ensure that their employees’ devices are secure and compliant with their internal policy to access their networks.
“The key thing [with Microsoft Tunnel] is that this is all integrated into our conditional access,” Anderson explained. “And so when that VPN comes up, before access is granted to the data or to the apps, the conditional access engine that we’ve built inside of Microsoft 365 has that point of view on the trust of the identity and the trust of the device. That really is the key differentiator on that. I’ll tell you, between you and I, that one feature is probably the single feature that customers who are running another MDM and then the Microsoft Endpoint Manager — that’s the one they’re waiting for.”
Endpoint Manager now also supports the Windows Virtual Desktop (WVD) environment. That’s been a massive growth area for the company — one that has only been accelerated by the COVID-19 pandemic. As Anderson told me, the company saw 10x growth for WVD through the pandemic. “Now, Windows Virtual Desktop is that first-class citizen inside Microsoft Endpoint Manager. So you can manage your virtual endpoints just like you manage your physical endpoints. All your policies are applicable, all your apps are clickable. And it just makes it easier to be able to use that as one of the tools you have to empower your users,” he said.
Another area of Endpoint Manager, which may only seem tangentially related at first, is Microsoft’s Productivity Score. There are two aspects to this service, though: employee experience and technology experience. Productivity Score is meant to help businesses better understand how their employees are working — and identify areas where companies can improve. On the technology side, that also means understanding which apps crash, for example, or why laptops slow down.
“Here’s one of the key scenarios,” said Anderson. “We’ll get a call every once in a while that says, like, ‘hey, my users are all having a great experience with Office 365 but I’ve got a handful of users for whom it’s slow.’ More often than not, that’s a networking issue. And so every time a user, for example, opens a file or saves a file, opens an attachment, we get telemetry back that helps us understand the operations of that. We probably know when an ISP in the south of France sneezes, because Office 365 is so ubiquitous now.”
The other new feature here is what Microsoft calls Endpoint Analytics. With this, Microsoft can now provide businesses with detailed information about when apps on their employees’ devices crash — no matter whether that’s an internal app, a third-party service — or a Microsoft app.
In addition to these technology scores, Productivity Score is also getting new categories like meetings, so managers can see how many meetings their employees have, as well as a new teamwork category.
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Unpacking the Sumo Logic S-1 filing
Setting our dive into Palantir’s gross margins aside for another day, Sumo Logic filed to go public this morning. The Redwood City-based, former startup raised around $340 million while private, according to Crunchbase data.
The Exchange explores startups, markets and money. You can read it every morning on Extra Crunch, or get The Exchange newsletter every Saturday.
Sumo Logic parses information collected from its customers’ enterprise apps and integrations to help them pinpoint operational and security issues and lets them dashboard additional elements as they wish. The company claims in its S-1 that its code is “continuous intelligence,” which it brands as “a new category of software.”
Our own Ron Miller summarized Sumo Logic as a “cloud data analytics and log analysis company” when it raised a $110 million Series G last May. At the time, it was valued at north of $1 billion, making it a unicorn.
Sumo Logic’s IPO has been in its plans for some time. We can see this in a 2017 TechCrunch headline noting that Sumo had then raised $75 million, and was “on path” to a public offering. So, how healthy is the company, and what have its investors bought with about a third of a billion dollars in capital? Let’s find out.
Sumo Logic’s financial performance
Up top: Sumo Logic operates on a fiscal calendar that ends January 31 of each calendar year. This is super standard for SaaS companies as it allows the firm to not wrap its year during the holiday period. This is good for sales teams and so forth.
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Microsoft launched Endpoint Manager to modernize device management
Ever since the days of Windows NT, the Microsoft System Center Configuration Manager (better known as ConfigMgr) has allowed companies to manage the increasingly large number of devices they issue to their employees. Then, back in 2011, the company also launched Intune, its cloud-based endpoint management system for corporate and BYOD devices. These days, most enterprises that use Microsoft’s tools use ConfigMgr to manage their PCs and then opt for Intune for mobile devices — and that’s a complex system to manage, even for sophisticated IT departments. So today, at its annual Ignite conference for IT professionals, Microsoft is announcing a way forward for these users to modernize their systems with the launch of the unified Microsoft Endpoint Manager.
As Brad Anderson, Microsoft’s corporate VP for Microsoft 365, told me, he takes some blame for this. “A lot of this falls on my shoulders because we just allowed everything to get complex. So we’re just simplifying everything,” he said. “So really at the core, what we think modern management is that modern management is it’s management that is driven by cloud intelligence.”
The general idea here, Anderson explained, is that in earlier eras of IT management, Microsoft and its partners didn’t have the tools to collect and analyze all of the signals it received from these management tools. That’s obviously not a problem anymore today and the company can use the telemetry it gets from a company’s PC deployments, for example, to figure out where there are problems.
“One of the things that we’re able to do is be learned as cloud-scale as we can help organizations improve their end-user experience,” Anderson noted. Common issues with that experience could be extremely long boot times, which slow down and frustrate employees, or issues with the delivery of important security patches. Today, all of this is often still managed by spreadsheets and complex security policies that are administrated manually — and Anderson argues that these days, you always have to think about security and management together anyway.
To quantify this user experience, Microsoft is also introducing what it calls the Microsoft Productivity Score, which looks at both how employees are working and using their tools, as well as how their technology is enabling them (or not) to do so. “The Productivity Score is all about helping an organization understand the experience their users are having — and then giving them the insights and the actions on what they can do to improve that,” explained Anderson.
Over the course of the last few months, Microsoft actually worked with some large customers and took over the management of their Windows and Office deployments, meaning those machines ran nothing but Microsoft 365 agents (and a control group that was managed in a more traditional way). The devices with the modern management system saw an 85% reduction in boot time and an 85% reduction in crashes and a doubling of battery life. Unsurprisingly, the employees that used the devices were also far happier.
As far as the device management experience goes, the new Endpoint Manager and the licensing changes that come with that are meant to not just simplify the branding but also the experience. And Microsoft definitely wants people to move to this modern system, so it’s giving everybody who has ConfigMgr licenses Intune licenses, too, so that they can co-manage their PCs with both tools and get access to the cloud-based features of Intune. The Microsoft Endpoint Manager console will show a single view of all devices managed by either product. “It’s all about simplifying — and we’re taking that simplifying deep and broad from a branding, licensing and product perspective,” said Anderson.
Today, ConfigMgr and Intune manage well over 190 million Windows, iOS and Android devices. Yet Microsoft knows that not every company is ready to move to this modern device management system just yet. That’s why it’s making these licensing changes to help get people on board, but also leaving the existing systems in place and giving them an onramp to move to provisioning new machines to be cloud-managed, for example.
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Splunk acquires cloud monitoring service SignalFx for $1.05B
Splunk, the publicly traded data processing and analytics company, today announced that it has acquired SignalFx for a total price of about $1.05 billion. Approximately 60% of this will be in cash and 40% in Splunk common stock. The companies expect the acquisition to close in the second half of 2020.
SignalFx, which emerged from stealth in 2015, provides real-time cloud monitoring solutions, predictive analytics and more. Upon close, Splunk argues, this acquisition will allow it to become a leader “in observability and APM for organizations at every stage of their cloud journey, from cloud-native apps to homegrown on-premises applications.”
Indeed, the acquisition will likely make Splunk a far stronger player in the cloud space as it expands its support for cloud-native applications and the modern infrastructures and architectures those rely on.
Ahead of the acquisition, SignalFx had raised a total of $178.5 million, according to Crunchbase, including a recent Series E round. Investors include General Catalyst, Tiger Global Management, Andreessen Horowitz and CRV. Its customers include the likes of AthenaHealth, Change.org, Kayak, NBCUniversal and Yelp.
“Data fuels the modern business, and the acquisition of SignalFx squarely puts Splunk in position as a leader in monitoring and observability at massive scale,” said Doug Merritt, president and CEO, Splunk, in today’s announcement. “SignalFx will support our continued commitment to giving customers one platform that can monitor the entire enterprise application lifecycle. We are also incredibly impressed by the SignalFx team and leadership, whose expertise and professionalism are a strong addition to the Splunk family.”
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