Fylamynt, a new service that helps businesses automate their cloud workflows, today announced both the official launch of its platform as well as a $6.5 million seed round. The funding round was led by Google’s AI-focused Gradient Ventures fund. Mango Capital and Point72 Ventures also participated.
At first glance, the idea behind Fylamynt may sound familiar. Workflow automation has become a pretty competitive space, after all, and the service helps developers connect their various cloud tools to create repeatable workflows. We’re not talking about your standard IFTTT- or Zapier -like integrations between SaaS products, though. The focus of Fylamynt …
AWS announced some big updates to its Lambda serverless function service today. For starters, starting today it will be able to deliver functions with up to 10MB of memory and 6 vCPUs (virtual CPUs). This will allow developers building more compute-intensive functions to get the resources they need.
“Starting today, you can allocate up to 10 GB of memory to a Lambda function. This is more than a 3x increase compared to previous limits. Lambda allocates CPU and other resources linearly in proportion to the amount of memory configured. That means you can now have access to up to 6 vCPUs in each …
AWS today announced a new database product that is clearly meant to go after Microsoft’s SQL Server and make it easier — and cheaper — for SQL Server users to migrate to the AWS cloud. The new service is Babelfish for Aurora PostgreSQL. The tagline AWS CEO Andy Jassy used for this service in his re:Invent keynote today is probably telling: “Stop paying for SQL Server licenses you don’t need.” And to show how serious it is about this, the company is even open-sourcing the tool.
What Babelfish does is provide a translation layer for SQL Server’s proprietary …
Today at AWS re:Invent, Andy Jassy talked a lot about how companies are making a big push to the cloud, but today’s container-focussed announcements gave a big nod to the data center as the company announced ECS Anywhere and EKS Anywhere, both designed to let you run these services on-premises, as well as in the cloud.
These two services, ECS for generalized container orchestration and EKS for that’s focused on Kubernetes will let customers use these popular AWS services on premises. Jassy said that some customers still want the same tools they use in the cloud on …
AWS today opened its re:Invent conference with a surprise announcement: the company is bringing the Mac mini to its cloud. These new EC2 Mac instances, as AWS calls them, are now available in preview. They won’t come cheap, though.
The target audience here — and the only one AWS is targeting for now — is developers who want cloud-based build and testing environments for their Mac and iOS apps. But it’s worth noting that with remote access, you get a fully-featured Mac mini in the cloud, and I’m sure developers will find all kinds of other use cases …
Amazon Web Services is currently having an outage, taking a chunk of the internet down with it.
Several AWS services were experiencing problems as of early Wednesday, according to its status page. That means any app, site or service that relies on AWS might also be down, too. (As I found out the hard way this morning when my Roomba refused to connect.)
Amazon says the issue is largely localized to North America. The company didn’t give a reason for the outage, only that it was experiencing increased error rates and that it was working on a resolution. The …
When you launch an application in the public cloud, you usually put everything on one provider, but what if you could choose the components based on cost and technology and have your database one place and your storage another?
That’s what Cast.ai says that it can provide, and today it announced a healthy $7.7 million seed round from TA Ventures, DNX, Florida Funders and other unnamed angels to keep building on that idea. The round closed in June.
Company CEO and co-founder Yuri Frayman says that they started the company with the idea that developers should be able to …
AI startup RealityEngines.AI changed its name to Abacus.AI in July. At the same time, it announced a $13 million Series A round. Today, only a few months later, it is not changing its name again, but it is announcing a $22 million Series B round, led by Coatue, with Decibel Ventures and Index Partners participating as well. With this, the company, which was co-founded by former AWS and Google exec Bindu Reddy, has now raised a total of $40.3 million.
In addition to the new funding, Abacus.AI is also launching a new product today, which it calls Abacus.AI Deconstructed. Originally, the idea behind RealityEngines/Abacus.AI was to provide its users with a platform that would simplify building AI models by using AI to automatically train and optimize them. That hasn’t changed, but as it turns out, a lot of (potential) customers had already invested into their own workflows for building and training deep learning models but were looking for help in putting them into production and managing them throughout their lifecycle.
“One of the big pain points [businesses] had was, ‘look, I have data scientists and I have my models that I’ve built in-house. My data scientists have built them on laptops, but I don’t know how to push them to production. I don’t know how to maintain and keep models in production.’ I think pretty much every startup now is thinking of that problem,” Reddy said.
Image Credits: Abacus.AI
Since Abacus.AI had already built those tools anyway, the company decided to now also break its service down into three parts that users can adapt without relying on the full platform. That means you can now bring your model to the service and have the company host and monitor the model for you, for example. The service will manage the model in production and, for example, monitor for model drift.
Another area Abacus.AI has long focused on is model explainability and de-biasing, so it’s making that available as a module as well, as well as its real-time machine learning feature store that helps organizations create, store and share their machine learning features and deploy them into production.
As for the funding, Reddy tells me the company didn’t really have to raise a new round at this point. After the company announced its first round earlier this year, there was quite a lot of interest from others to also invest. “So we decided that we may as well raise the next round because we were seeing adoption, we felt we were ready product-wise. But we didn’t have a large enough sales team. And raising a little early made sense to build up the sales team,” she said.
Reddy also stressed that unlike some of the company’s competitors, Abacus.AI is trying to build a full-stack self-service solution that can essentially compete with the offerings of the big cloud vendors. That — and the engineering talent to build it — doesn’t come cheap.
Image Credits: Abacus.AI
It’s no surprise then that Abacus.AI plans to use the new funding to increase its R&D team, but it will also increase its go-to-market team from two to ten in the coming months. While the company is betting on a self-service model — and is seeing good traction with small- and medium-sized companies — you still need a sales team to work with large enterprises.
Come January, the company also plans to launch support for more languages and more machine vision use cases.
“We are proud to be leading the Series B investment in Abacus.AI, because we think that Abacus.AI’s unique cloud service now makes state-of-the-art AI easily accessible for organizations of all sizes, including start-ups,” Yanda Erlich, a p artner at Coatue Ventures told me. “Abacus.AI’s end-to-end autonomous AI service powered by their Neural Architecture Search invention helps organizations with no ML expertise easily deploy deep learning systems in production.”
Boston-based marketing automation firm Klaviyo wants to change the way marketers interact with data, giving them direct access to their data and their customers. It believes that makes it easier to customize the messages and produce better results. Investors apparently agree, awarding the company a $200 million Series C on a hefty $4.15 billion valuation today.
The round was led by Accel with help from Summit Partners. It comes on the heels of last year’s $150 million Series B, and brings the total raised to $385.5 million, according the company. Accel’s Ping Li will also be joining the company board under the terms of today’s announcement.
Marketing automation and communication takes on a special significance as we find ourselves in the midst of this pandemic and companies need to find ways to communicate in meaningful ways with customers who can’t come into brick and mortar establishments. Company CEO and co-founder Andrew Bialecki says that his company’s unique use of data helps in this regard.
“I think our success is because we are a hybrid customer data and marketing platform. We think about what it takes to create these owned experiences. They’re very contextual and you need all of that customer data, not some of it, all of it, and you need that to be tightly coupled with how you’re building customer experiences,” Bialecki explained.
Andrew Bialecki, CEO and co-founder at Klaviyo Image Credits: Klaviyo
He believes that by providing a platform of this scope that combines the data, the ability to customize messages and the use of machine learning to keep improving that, it will help them compete with the largest platforms. In fact his goal is to help companies understand that they don’t have to give up their customer data to Amazon, Google and Facebook.
“The flip side of that is growing through Amazon where you give up all your customer data, or Facebook or Google where you kind of are delegated to wherever their algorithms decide where you get to show up,” he said. With Klaviyo, the company retains its own data, and Ping Li, who is leading the investment at Accel says that it where the e-commerce market is going.
“So the question is, is there a tool that allows you to do that as easily as going on Facebook and Google, and I think that’s the vision and the promise that Klaviyo is delivering on,” Li said. He believes that this will allow their customers to actually build that kind of fidelity with their customers by going directly to them, instead of through a third-party intermediary.
The company has seen some significant success with 50,000 customers in 125 countries along with that lofty valuation. The customer number has doubled year over year, even during the economic malaise brought on by the pandemic.
Today, the company has 500 employees with plans to double that in the next year. As he grows his company, Bialecki believes diversity is not just the right thing to do, it’s also smart business. “I think the competitive advantages that tech companies are going to have going forward, especially for the tech companies that are not the leaders today, but [could be] leaders in the coming decades, it’s because they have the most diverse teams and inclusive culture and those are both big focuses for us,” he said.
As they move forward flush with this cash, the company wants to continue to build out the platform, giving customers access to a set of tools that allow them to know their own customers on an increasingly granular level, while delivering more meaningful interactions. “It’s all about accelerating product development and getting into new markets,” Bialecki said. They certainly have plenty of runway to do that now.
Earlier this year, Mirantis, the company that now owns Docker’s enterprise business, acquired Lens, a desktop application that provides developers with something akin to an IDE for managing their Kubernetes clusters. At the time, Mirantis CEO Adrian Ionel told me that the company wants to offer enterprises the tools to quickly build modern applications. Today, it’s taking another step in that direction with the launch of an extensions API for Lens that will take the tool far beyond its original capabilities
In addition to this update to Lens, Mirantis also today announced a new open-source project: k0s. The company describes it as “a modern, 100% upstream vanilla Kubernetes distro that is designed and packaged without compromise.”
It’s a single optimized binary without any OS dependencies (besides the kernel). Based on upstream Kubernetes, k0s supports Intel and Arm architectures and can run on any Linux host or Windows Server 2019 worker nodes. Given these requirements, the team argues that k0s should work for virtually any use case, ranging from local development clusters to private datacenters, telco clusters and hybrid cloud solutions.
“We wanted to create a modern, robust and versatile base layer for various use cases where Kubernetes is in play. Something that leverages vanilla upstream Kubernetes and is versatile enough to cover use cases ranging from typical cloud based deployments to various edge/IoT type of cases.,” said Jussi Nummelin, Senior Principal Engineer at Mirantis and founder of k0s. “Leveraging our previous experiences, we really did not want to start maintaining the setup and packaging for various OS distros. Hence the packaging model of a single binary to allow us to focus more on the core problem rather than different flavors of packaging such as debs, rpms and what-nots.”
Mirantis, of course, has a bit of experience in the distro game. In its earliest iteration, back in 2013, the company offered one of the first major OpenStack distributions, after all.
As for Lens, the new API, which will go live next week to coincide with KubeCon, will enable developers to extend the service with support for other Kubernetes-integrated components and services.
“Extensions API will unlock collaboration with technology vendors and transform Lens into a fully featured cloud native development IDE that we can extend and enhance without limits,” said Miska Kaipiainen, the co-founder of the Lens open-source project and senior director of engineering at Mirantis. “If you are a vendor, Lens will provide the best channel to reach tens of thousands of active Kubernetes developers and gain distribution to your technology in a way that did not exist before. At the same time, the users of Lens enjoy quality features, technologies and integrations easier than ever.”
The company has already lined up a number of popular CNCF projects and vendors in the cloud-native ecosystem to build integrations. These include Kubernetes security vendors Aqua and Carbonetes, API gateway maker Ambassador Labs and AIOps company Carbon Relay. Venafi, nCipher, Tigera, Kong and StackRox are also currently working on their extensions.
“Introducing an extensions API to Lens is a game-changer for Kubernetes operators and developers, because it will foster an ecosystem of cloud-native tools that can be used in context with the full power of Kubernetes controls, at the user’s fingertips,” said Viswajith Venugopal, StackRox software engineer and developer of KubeLinter. “We look forward to integrating KubeLinter with Lens for a more seamless user experience.”