For many organizations, the shift to cloud computing has played out more realistically as a shift to hybrid architectures, where a company’s data is just as likely to reside in one of a number of clouds as it might in an on-premise deployment, in a data warehouse or in a data lake. Today, a startup that has built a more comprehensive way to assess, analyse and use that data is announcing funding as it looks to take on Snowflake, Amazon, Google and others in the area of enterprise data analytics.

Firebolt, which has redesigned the concept of a data warehouse to work more efficiently and at a lower cost, is today announcing that it has raised $37 million from Zeev Ventures, TLV Partners, Bessemer Venture Partners and Angular Ventures. It plans to use the funding to continue developing its product and bring on more customers.

The company is officially “launching” today but — as is the case with so many enterprise startups these days operating in stealth — it has been around for two years already building its platform and signing commercial deals. It now has some 12 large enterprise customers and is “really busy” with new business, said CEO Eldad Farkash in an interview.

The funding may sound like a large amount for a company that has not really been out in the open, but part of the reason is because of the track record of the founders. Farkash was one of the founders of Sisense, the successful business intelligence startup, and he has co-founded Firebolt with two others who were on Sisense’s founding team, Saar Bitner as COO and Ariel Yaroshevich as CTO.

At Sisense, these three were coming up against an issue: When you are dealing in terabytes of data, cloud data warehouses were straining to deliver good performance to power its analytics and other tools, and the only way to potentially continue to mitigate that was by piling on more cloud capacity.

Farkash is something of a technical savant and said that he decided to move on and build Firebolt to see if he could tackle this, which he described as a new, difficult and “meaningful” problem. “The only thing I know how to do is build startups,” he joked.

In his opinion, while data warehousing has been a big breakthrough in how to handle the mass of data that companies now amass and want to use better, it has started to feel like a dated solution.

“Data warehouses are solving yesterday’s problem, which was, ‘How do I migrate to the cloud and deal with scale?’ ” he said, citing Google’s BigQuery, Amazon’s RedShift and Snowflake as fitting answers for that issue. “We see Firebolt as the new entrant in that space, with a new take on design on technology. We change the discussion from one of scale to one of speed and efficiency.”

The startup claims that its performance is up to 182 times faster than that of other data warehouses. It’s a SQL-based system that works on principles that Farkash said came out of academic research that had yet to be applied anywhere, around how to handle data in a lighter way, using new techniques in compression and how data is parsed. Data lakes in turn can be connected with a wider data ecosystem, and what it translates to is a much smaller requirement for cloud capacity.

This is not just a problem at Sisense. With enterprise data continuing to grow exponentially, cloud analytics is growing with it, and is estimated by 2025 to be a $65 billion market, Firebolt estimates.

Still, Farkash said the Firebolt concept was initially a challenging sell even to the engineers that it eventually hired to build out the business: It required building completely new warehouses from the ground up to run the platform, five of which exist today and will be augmented with more, on the back of this funding, he said.

And it should be pointed out that its competitors are not exactly sitting still either. Just yesterday, Dataform announced that it had been acquired by Google to help it build out and run better performance at BigQuery.

“Firebolt created a SaaS product that changes the analytics experience over big data sets,” Oren Zeev of Zeev Ventures said in a statement. “The pace of innovation in the big data space has lagged the explosion in data growth rendering most data warehousing solutions too slow, too expensive, or too complex to scale. Firebolt takes cloud data warehousing to the next level by offering the world’s most powerful analytical engine. This means companies can now analyze multi Terabyte / Petabyte data sets easily at significantly lower costs and provide a truly interactive user experience to their employees, customers or anyone who needs to access the data.”

As the health tech landscape rapidly evolves, another startup is making its presence known. HealNow has closed a $1.3 million round of funding from SoftBank Opportunity Fund and Alabama Futures Fund.

The company was founded by Halston Prox and Joshua Smith. Prox has worked in healthcare for more than a decade with major organizations such as Providence Health, Mount Sinai and Baylor Scott & White, mostly focused on digitizing health records and designing and implementing software for doctors, nurses, etc. Smith, CTO at the company, has been a developer since 2012.

The duo founded HealNow to become the central nervous system for order and delivery of prescriptions, according to Prox. Your average payments processing system isn’t necessarily applicable to pharmacies large and small because of the complexities of health insurance and the regulatory landscape.

Not only is it costly to facilitate online payments for pharmacies, but they also have their own pharmacy management systems and workflows that can be easily disrupted by moving to a new payments system.

HealNow has built a system that’s specifically tailored to pharmacies of any shape or size, from grocery stores to mom and pop pharmacies and everything in between. It’s a white label solution, meaning that any pharmacy can put their brand language on the product.

“We’re embedded in their current workflows and pharmacies don’t have to do anything manual, even if they’re using a pharmacy management system,” said Prox.

When a user looks to get a prescription from their pharmacy, they are sent a link that allows them to securely answer any questions that may be necessary for the pickup, enter insurance info, make a payment and schedule a curbside pickup or a delivery. The tech also integrates with third-party delivery services for pharmacies that offer deliveries.

This technology has been particularly important during the COVID-19 pandemic, giving smaller pharmacies the chance to compete with bigger chains who have digital solutions already set up that allow for curbside pick up. This is especially true now that Amazon has gotten into the space with the launch of Amazon Pharmacy.

HealNow is a SaaS company, charging a monthly subscription fee for use of the platform, as well as a service fee for prescriptions purchased on the platform. However, that service fee is a flat rate that never changes based on the cost of the prescription.

The space is crowded and growing more crowded, with competitors like NimbleRX and Capsule offering their own spin on simplifying and digitizing the pharmacy. One big difference for HealNow, says Prox, is that the startup has no intention of ever being a pharmacy, but rather serving pharmacies in a way that doesn’t disrupt their current workflow or system.

“We’re not a pharmacy, and we want to enable all these pharmacies to be online,” said Prox. “To do that we have to do that in an unbiased way by focusing on being a complete tech company.”

The funding is going primarily toward building out the sales and marketing arms of the company to continue fueling growth. HealNow has a foothold in the West, Southwest and Middle America, and is opening an office in Birmingham to sprint across the East Coast. Prox says the company is processing thousands of orders a day and tens of thousands of orders each month.

HealNow launched in 2018 after graduating from the Entrepreneurs Roundtable Accelerator .

At a time when more companies are building machine learning models, Arthur.ai wants to help by ensuring the model accuracy doesn’t begin slipping over time, thereby losing its ability to precisely measure what it was supposed to. As demand for this type of tool has increased this year, in spite of the pandemic, the startup announced a $15 million Series A today.

The investment was led by Index Ventures with help from newcomers Acrew and Plexo Capital, along with previous investors Homebrew, AME Ventures and Work-Bench. The round comes almost exactly a year after its $3.3 million seed round.

As CEO and co-founder Adam Wenchel explains, data scientists build and test machine learning models in the lab under ideal conditions, but as these models are put into production, the performance can begin to deteriorate under real-world scrutiny. Arthur.ai is designed to root out when that happens.

Even as COVID has wreaked havoc throughout much of this year, the company has grown revenue 300% in the last six months smack dab in the middle of all that. “Over the course of 2020, we have begun to open up more and talk to [more] customers. And so we are starting to get some really nice initial customer traction, both in traditional enterprises as well as digital tech companies,” Wenchel told me. With 15 customers, the company is finding that the solution is resonating with companies.

It’s interesting to note that AWS announced a similar tool yesterday at re:Invent called SageMaker Clarify, but Wenchel sees this as more of a validation of what his startup has been trying to do, rather than an existential threat. “I think it helps create awareness, and because this is our 100% focus, our tools go well beyond what the major cloud providers provide,” he said.

Investor Mike Volpi from Index certainly sees the value proposition of this company. “One of the most critical aspects of the AI stack is in the area of performance monitoring and risk mitigation. Simply put, is the AI system behaving like it’s supposed to?” he wrote in a blog post announcing the funding.

When we spoke a year ago, the company had eight employees. Today it has 17 and it expects to double again by the end of next year. Wenchel says that as a company whose product looks for different types of bias, it’s especially important to have a diverse workforce. He says that starts with having a diverse investment team and board makeup, which he has been able to achieve, and goes from there.

“We’ve sponsored and work with groups that focus on both general sort of coding for different underrepresented groups as well as specifically AI, and that’s something that we’ll continue to do. And actually I think when we can get together for in-person events again, we will really go out there and support great organizations like AI for All and Black Girls Code,” he said. He believes that by working with these groups, it will give the startup a pipeline to underrepresented groups, which they can draw upon for hiring as the needs arise.

Wenchel says that when he can go back to the office, he wants to bring employees back, at least for part of the week for certain kinds of work that will benefit from being in the same space.

Nutanix announced today that it was bringing in former VMware executive Rajiv Ramaswami as president and CEO. Ramaswami replaces co-founder Dheeraj Pandey, who announced his plans to retire in August.

The new CEO brings 30 years of industry experience to the position, including stints with Broadcom, Cisco, Nortel and IBM — in addition to his most recent gig at VMware as chief operating officer of Products and Cloud Services.

At his position at VMware, Ramaswami had the opportunity to see Nutanix up close as a key competitor, and he now has the opportunity to lead the company into its next phase. “I have long admired Nutanix as a formidable competitor, a pioneer in hyperconverged infrastructure solutions and a leader in cloud software,” he said in a statement. He hopes to build on his industry knowledge to continue growing the company.

Sohaib Abbasi, lead independent director of Nutanix, says that as a candidate, Ramaswami’s experience really stood out. “Rajiv distinguished himself among the CEO candidates with his rare combination of operational discipline, business acumen, technology vision and inclusive leadership skills,” he said in a statement.

Holger Mueller, an analyst at Constellation Research, says the hiring makes a lot of sense, as VMware is quickly becoming the company’s primary competitor. “Nutanix and VMware want to be the same in the future — the virtualization and workload portability Switzerland across cloud and on premise compute infrastructures,” he told me.

What’s more, it allows Nutanix to grab a talented executive. “So hiring Ramaswami brings both an expert for multi-cloud to the Nutanix helm, as well as weakening a key competitor from a talent perspective,” he said.

Nutanix was founded in 2009. It raised more than $600 million from firms like Khosla Ventures, Lightspeed Ventures, Sapphire Ventures, Fidelity and Wellington Management, according to Crunchbase data. The company went public in 2016. Investors seem pleased by the announcement, with the company stock price up 1.29% as of publication.