Linux 5.14 set to boost future enterprise application security
Linux is set for a big release this Sunday August 29, setting the stage for enterprise and cloud applications for months to come. The 5.14 kernel update will include security and performance improvements.
A particular area of interest for both enterprise and cloud users is always security and to that end, Linux 5.14 will help with several new capabilities. Mike McGrath, vice president, Linux Engineering at Red Hat told TechCrunch that the kernel update includes a feature known as core scheduling, which is intended to help mitigate processor-level vulnerabilities like Spectre and Meltdown, which first surfaced in 2018. One of the ways that Linux users have had to mitigate those vulnerabilities is by disabling hyper-threading on CPUs and therefore taking a performance hit.
“More specifically, the feature helps to split trusted and untrusted tasks so that they don’t share a core, limiting the overall threat surface while keeping cloud-scale performance relatively unchanged,” McGrath explained.
Another area of security innovation in Linux 5.14 is a feature that has been in development for over a year-and-a-half that will help to protect system memory in a better way than before. Attacks against Linux and other operating systems often target memory as a primary attack surface to exploit. With the new kernel, there is a capability known as memfd_secret () that will enable an application running on a Linux system to create a memory range that is inaccessible to anyone else, including the kernel.
“This means cryptographic keys, sensitive data and other secrets can be stored there to limit exposure to other users or system activities,” McGrath said.
At the heart of the open source Linux operating system that powers much of the cloud and enterprise application delivery is what is known as the Linux kernel. The kernel is the component that provides the core functionality for system operations.
The Linux 5.14 kernel release has gone through seven release candidates over the last two months and benefits from the contributions of 1,650 different developers. Those that contribute to Linux kernel development include individual contributors, as well large vendors like Intel, AMD, IBM, Oracle and Samsung. One of the largest contributors to any given Linux kernel release is IBM’s Red Hat business unit. IBM acquired Red Hat for $34 billion in a deal that closed in 2019.
“As with pretty much every kernel release, we see some very innovative capabilities in 5.14,” McGrath said.
While Linux 5.14 will be out soon, it often takes time until it is adopted inside of enterprise releases. McGrath said that Linux 5.14 will first appear in Red Hat’s Fedora community Linux distribution and will be a part of the future Red Hat Enterprise Linux 9 release. Gerald Pfeifer, CTO for enterprise Linux vendor SUSE, told TechCrunch that his company’s openSUSE Tumbleweed community release will likely include the Linux 5.14 kernel within ‘days’ of the official release. On the enterprise side, he noted that SUSE Linux Enterprise 15 SP4, due next spring, is scheduled to come with Kernel 5.14.
The new Linux update follows a major milestone for the open source operating system, as it was 30 years ago this past Wednesday that creator Linus Torvalds (pictured above) first publicly announced the effort. Over that time Linux has gone from being a hobbyist effort to powering the infrastructure of the internet.
McGrath commented that Linux is already the backbone for the modern cloud and Red Hat is also excited about how Linux will be the backbone for edge computing – not just within telecommunications, but broadly across all industries, from manufacturing and healthcare to entertainment and service providers, in the years to come.
The longevity and continued importance of Linux for the next 30 years is assured in Pfeifer’s view. He noted that over the decades Linux and open source have opened up unprecedented potential for innovation, coupled with openness and independence.
“Will Linux, the kernel, still be the leader in 30 years? I don’t know. Will it be relevant? Absolutely,” he said. “Many of the approaches we have created and developed will still be pillars of technological progress 30 years from now. Of that I am certain.”
By Sean Michael Kerner
Microsoft is discontinuing its Office apps for Chromebook users in favor of web versions
Since 2017, Microsoft has offered its Office suite to Chromebook users via the Google Play store, but that is set to come to an end in a few short weeks.
As of Sept. 18, Microsoft is discontinuing support for Office, which includes Word, Excel, PowerPoint, OneNote and Outlook, on Chromebook. Microsoft is not, however, abandoning the popular mobile device altogether. Instead of an app that is downloaded, Microsoft is encouraging users to go to the web instead.
“In an effort to provide the most optimized experience for Chromebook customers, Microsoft apps (Office and Outlook) will be transitioned to web experiences (Office.com and Outlook.com) on September 18, 2021,” Microsoft wrote in a statement emailed to TechCrunch.
Microsoft’s statement also noted that “this transition brings Chromebook customers access to additional and premium features.”
The Microsoft web experience will serve to transition its base of Chromebook users to the Microsoft 365 service, which provides more Office templates and generally more functionality than what the app-based approach provides. The web approach is also more optimized for larger screens than the app.
In terms of how Microsoft wants Chromebook users to get access to Office and Outlook, the plan is for customers to, “..sign in with their personal Microsoft Account or account associated with their Microsoft 365 subscription,” according to the statement. Microsoft has also provided online documentation to show users how to run Office on a Chromebook.
Chromebooks run on Google’s Chrome OS, which is a Linux-based operating system. Chromebooks also enable Android apps to run, as Android is also Linux based, with apps downloaded from Google Play. It’s important to note that while support for Chromebooks is going away, Microsoft is not abandoning other Android-based mobile devices, such as tablets and smartphones.
For those Chromebook users that have already downloaded the Microsoft Office apps, the apps will continue to function after September 18, though they will not receive any support or future updates.
By Sean Michael Kerner
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.
By Christine Hall
Stonehenge Technology Labs bags $2M, gives CPG companies one-touch access to metrics
Stonehenge Technology Labs wants consumer packaged goods companies to gain meaningful use from all of the data they collect. It announced $2 million in seed funding for its STOPWATCH commerce enhancement software.
The round was led by Irish Angels, with participation from Bread and Butter Ventures, Gaingels, Angeles Investors, Bonfire Ventures and Red Tail Venture Capital.
CEO Meagan Kinmonth Bowman founded the Arkansas-based company in 2019 after working at Hallmark, where she was tasked with the digital transformation of the company.
“This was not a consequence of them not being good marketers or connected to mom, but they didn’t have the technology to connect their back end with retailers like Amazon, Walmart or Hobby Lobby,” she told TechCrunch. “There are so many smart people building products to connect with consumers. The challenge is the big guys are doing things the same way and not thinking like the 13-year-olds on social media that are actually winning the space.”
Kinmonth Bowman and her team recognized that there was a missing middle layer connecting the world of dotcom with brick and mortar. If the middle layer could be applied to the enterprise resource plans and integrate public and private data feeds, a company could be just as profitable online as it could be in traditional retail, she said.
Stonehenge’s answer to that is STOPWATCH, which takes in over 100 million rows of data per workspace per day, analyzes the data points, adds real-time alerts and provides the right data to the right people at the right time.
Dan Rossignol, a B2B SaaS investor, said the CPG world is also about consumerizing our life, and the global pandemic showed that even at home, people could have a productive day and business. Rossignol likes to invest in underestimated founders and saw in Stonehenge a company that is getting CPGs out from underneath antiquated technologies.
“What Meagan and her team are doing is really interesting,” he added. “At this stage, it is all about the people, and the ability to bet on doing something larger.”
Kinmonth Bowman said she had the opportunity to base the company in Silicon Valley, but chose Bentonville, Arkansas instead to be closer to the more than 1,000 CPG companies based there that she felt were the prime customer base for STOPWATCH.
The platform was originally created as a subsidiary of a consulting company, but in 2018, one of their clients told them they just wanted the software rather than also paying for the consulting piece. The business was split, and Stonehenge went underground for eight months to make a software product specifically for the client.
Kinmonth Bowman admits the technology itself is not that sexy — it is using exact transfer loads to extract data from hundreds of systems into a “lake house,” and then siloing it by retailer and other factors and then presenting the data in different ways. For example, the CEO will want different metrics than product teams.
Over the past year, the company has doubled its revenue and also doubled the amount of contracts. It already counts multiple Fortune 100 companies and emerging brands as some of its early users and plans to use the new funding to hire a sales team and go after some strategic relationships.
Stonehenge is also working on putting together a diverse workforce that mimics the users of the software, Kinmonth Bowman said. One of the challenges has been to get unique talent to move to Arkansas, but she said it is one she is eager to take on.
Meanwhile, Brett Brohl, managing partner at Bread and Butter Ventures, said the Stonehenge team “is just crazy enough, smart and driven” to build something great.
“All of the biggest companies have been around for a long time, but not a lot of large organizations have done a good job digitizing their businesses,” he said. “Even pre-COVID, they were building fill-in-the-blank digital transformations, but COVID accelerated technology and hit a lot of companies in the face. That was made more obvious to end consumers, which puts more pressure on companies to understand the need, which is good for STOPWATCH. It went from paper to Excel spreadsheets to the next cloud modification. The time is right for the next leap and how to use data.”
By Christine Hall
Zeal banks $13M to offer employers a ‘build your own’ payroll product infrastructure
Embedded fintech company Zeal secured $13 million in Series A funding to continue developing its platform for building individualized payroll products.
Spark Capital led the Series A, with participation from Commerce Ventures and a group of individual investors, including Marqeta CEO Jason Gardner and CRO Omri Dahan, Robinhood founder Vlad Tenev, UltimateSoftware executives Mitch Dauerman and Bob Manne and Namely founder Matt Straz. The latest round now gives the company $14.6 million in total funding, which includes a $1.6 million seed round in 2020, CEO Kirti Shenoy told TechCrunch.
The Bay Area company’s origin was as Puzzl, a payment processing startup for the gig economy, founded in 2018 by Shenoy and CTO Pranab Krishnan. It was part of Y Combinator’s 2019 cohort. The pair had to pivot the company after needing to move some of its thousands of 1099 contractors to W2 employee status.
They went looking for payroll processors that could handle high volumes of payroll automatically, like ADP or Paycor, but found they didn’t match some of the capabilities Shenoy and Krishnan wanted, including to pay workers daily and customize earning components.
To ensure other companies didn’t run into the same problem, they decided to build a payroll API that enables their customers to build their own payroll products, even being able to pay their workers everyday. Traditionally, companies would layer together antiquated third-party payroll tools and spend millions of dollars on consulting fees. Zeal’s API tool modernizes the payroll process and takes on the payroll liability while managing the back-end payment logistics, Shenoy said.
Currently, enterprises use Zeal to pay large volumes of workers and keep payment data on their own native systems, while software platforms that sell business-to-business services use Zeal to build their own payroll product to sell to their customers.
“Our mission is to touch every American paycheck with our tax and payment technology, ensuring that American employees are paid correctly and efficiently,” Krishnan said.
And that is a complex goal: there are 200 million American employees, over $8.8 trillion of payroll is processed annually in the U.S. and the country’s 11,000 tax jurisdictions produce over 25,000 income tax code changes a year.
Meanwhile, Shenoy cited IRS data that showed more than 40% of small and medium businesses pay at least one payroll penalty per year. That was one of the drivers for Zeal’s latest product, the Abacus gross-to-net calculator, which payroll companies can use to ensure they are compliant in paying their income taxes.
The co-founders intend to use the new funding to build out their team and strengthen compliance measures to ensure its track record with enterprises.
“We are starting to win more enterprise deals and moving millions of dollars each day,” Shenoy said. “This has been a legacy space for so long, so companies want to work with a provider to move fast.”
Shenoy predicts that more companies will shift to hyper-customized experiences in the next five to 10 years. Whereas the default was a company like ADP, companies will want to control their own data and build products so their customers can do everything payroll-related from one platform.
As part of the investment, Spark Capital’s partner Natalie Sandman has joined Zeal’s board of directors. She previously invested in other embedded fintech companies like Affirm and Marqeta and thinks there are new experiences in the sector that APIs can unlock.
Sandman felt the payroll-building pain points herself when she worked at Zenefits. At the time, the company was trying to do the same thing, but there were no APIs to connect with. There were all of these spreadsheets to transfer data, but one wrong deduction would trickle down and cause a tax penalty.
Shenoy and Krishnan are both “customer-obsessed,” she said, and are balancing speed with thoughtfulness when it comes to understanding how their customers want to build payroll products.
She is seeing a macro shift to audience-driven human resources where bringing new employees online will mean embedding them into products that will be more valuable versus the traditional spreadsheet.
“To me, it is a no-brainer that APIs provide flexibility in the way wages and deductions need to be made,” Sandman said. “You can lose trust in your employer. Payroll is at the deepest trust point and where you want transparency and a robust solution to solve that need.”
By Christine Hall
Tuna raises $3M to address complexity of e-commerce payments in Latin America
Tuna is on a mission to “fine tune” the payments space in Latin America and has raised two seed rounds totaling $3 million, led by Canary and by Atlantico.
Alex Tabor, Paul Ascher and Juan Pascual met each other on the engineering team of Peixe Urbano, a company Tabor co-founded and he referred to as a “Groupon for Brazil.” While there, they came up with a way to use A/B testing to create a way of dealing with payments in different markets.
They eventually left Peixe Urbano and started Tuna in 2019 to make their own payment product which enables merchants to use A/B testing of credit card processors and anti-fraud providers to optimize their payments processing with one integration and a no-code interface.
Tabor explained that the e-commerce landscape in Latin America was consolidated, meaning few banks controlled more of the market. The address verification system merchants use to verify a purchaser is who they say they are, involves sending information to a bank that is returned to the merchant with a score of whether that match is legitimate.
“In the U.S., that score is used to determine if the purchaser is legit, but they didn’t implement that in Latin America,” he added. “Instead, merchants in Latam have to tap into other organizations that have that data.”
That process involves manual analysis and constant adjusting due to fraud. Instead, Tuna’s A/B tests between processors and anti-fraud providers in real time and provides a guarantee that a decision to swap providers is based on objective data that considers all components of performance, like approval rates, and not just fees.
Over the past year, the company added 12 customers and saw its revenue increase 15%. It boasts a customer list that includes the large Brazilian fashion chain Riachuelo, and its platform integrates with others including VTEX, Magento and WooCommerce.
The share of e-commerce in overall retail is less than 10 percent in Latin America. Marcos Toledo, Canary’s managing partner, said via email that e-commerce in Latam is currently at an inflexion point: not only has the global pandemic driven more online purchases, but also fintech innovation that has occurred in recent years.
In Brazil alone, e-commerce sales grew 73.88% in 2020, but Toledo said there was much room for improvement. What Tuna is building will help companies navigate the situation and make it easier for more customers to buy online.
Toledo met the Tuna team from his partner, Julio Vasconcellos, who was one of the co-founders of Peixe Urbano. When the firm heard that the other Tuna co-founders were starting a business that was applying some of the optimization methods they had created at Peixe Urbano, but for every company, they saw it as an opportunity to get involved.
“The vast tech expertise that Alex, Paul and Juan bring to a very technical business is something that we really admire, as well as their vision to create a solution that can impact companies throughout Latin America,” Toledo said. “The no-code solution that Tuna is building is exciting because it is scalable and can help companies not only get better margins, but also drive their developers to other efforts — and developers have been a very scarce workforce in the region.”
To meet demand for an e-commerce industry that surpassed $200 billion in 2020, Tuna plans to use the new funding to build out its team and grow outbound customer success and R&D, Tabor said.
Up next, he wants to be able to show traction in payments optimization and facilitators in Brazil before moving on to other countries. He has identified Mexico, Colombia and Argentina as potential new markets.
By Christine Hall
Workera.ai, a precision upskilling platform, taps $16M to close enterprise skills gap
Finding the right learning platform can be difficult, especially as companies look to upskill and reskill their talent to meet demand for certain technological capabilities, like data science, machine learning and artificial intelligence roles.
Workera.ai’s approach is to personalize learning plans with targeted resources — both technical and nontechnical roles — based on the current level of a person’s proficiency, thereby closing the skills gap.
The Palo Alto-based company secured $16 million in Series A funding, led by New Enterprise Associates, and including existing investors Owl Ventures and AI Fund, as well as individual investors in the AI field like Richard Socher, Pieter Abbeel, Lake Dai and Mehran Sahami.
Kian Katanforoosh, Workera’s co-founder and CEO, says not every team is structured or feels supported in their learning journey, so the company comes at the solution from several angles with an assessment on mentorship, where the employee wants to go in their career and what skills they need for that, and then Workera will connect those dots from where the employee is in their skillset to where they want to go. Its library has more than 3,000 micro-skills and personalized learning plans.
“It is what we call precision upskilling,” he told TechCrunch. “The skills data then can go to the organization to determine who are the people that can work together best and have a complementary skill set.”
Workera was founded in 2020 by Katanforoosh and James Lee, COO, after working with Andrew Ng, Coursera co-founder and Workera’s chairman. When Lee first connected with Katanforoosh, he knew the company would be able to solve the problem around content and basic fundamentals of upskilling.
It raised a $5 million seed round last October to give the company a total of $21 million raised to date. This latest round was driven by the company’s go-to-market strategy and customer traction after having acquired over 30 customers in 12 countries.
Over the past few quarters, the company began working with Fortune 500 companies, including Accenture and Siemens Energy, across industries like professional services, medical devices and energy, Lee said. As spending on AI skills is expected to exceed $79 billion by 2022, he says Workera will assist in closing the gap.
“We are seeing a need to measure skills,” he added. “The size of the engagements are a sign as is the interest for tech and non-tech teams to develop AI literacy, which is a more pressing need.”
As a result, it was time to increase the engineering and science teams, Katanforoosh said. He plans to use the new funding to invest in more talent in those areas and to build out new products. In addition, there are a lot of natural language processes going on behind the scenes, and he wants the company to better understand it at a granular level so that the company can assess people more precisely.
Carmen Chang, general partner and head of Asia at NEA, said she is a limited partner in Ng’s AI fund and in Coursera, and has looked at a lot of his companies.
She said she is “very excited” to lead the round and about Workera’s concept. The company has a good understanding of the employee skill set, and with the tailored learning program, will be able to grow with company needs, Chang added.
“You can go out and hire anyone, but investing in the people that you have, educating and training them, will give you a look at the totality of your employees,” Chang said. “Workera is able to go in and test with AI and machine learning and map out the skill sets within a company so they will be able to know what they have, and that is valuable, especially in this environment.”
By Christine Hall
‘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 $312M.
The ‘no code’ 2015-founded startup last raised back in 2019, when it snagged a $10M 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 US are our two main markets. Half of our customers are US companies,” he also tells us, adding: “We are extremely popular among enterprise customers, especially those with complex compliance set-ups — 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.
By Natasha Lomas
Bodo.ai secures $14M, aims to make Python better at handling large-scale data
Bodo.ai, a parallel compute platform for data workloads, is developing a compiler to make Python portable and efficient across multiple hardware platforms. It announced Wednesday a $14 million Series A funding round led by Dell Technologies Capital.
Python is one of the top programming languages used among artificial intelligence and machine learning developers and data scientists, but as Behzad Nasre, co-founder and CEO of Bodo.ai, points out, it is challenging to use when handling large-scale data.
Bodo.ai, headquartered in San Francisco, was founded in 2019 by Nasre and Ehsan Totoni, CTO, to make Python higher performing and production ready. Nasre, who had a long career at Intel before starting Bodo, met Totoni and learned about the project that he was working on to democratize machine learning and enable parallel learning for everyone. Parallelization is the only way to extend Moore’s Law, Nasre told TechCrunch.
Bodo does this via a compiler technology that automates the parallelization so that data and ML developers don’t have to use new libraries, APIs or rewrite Python into other programming languages or graphics processing unit code to achieve scalability. Its technology is being used to make data analytics tools in real time and is being used across industries like financial, telecommunications, retail and manufacturing.
“For the AI revolution to happen, developers have to be able to write code in simple Python, and that high-performance capability will open new doors,” Totoni said. “Right now, they rely on specialists to rewrite them, and that is not efficient.”
Joining Dell in the round were Uncorrelated Ventures, Fusion Fund and Candou Ventures. Including the new funding, Bodo has raised $14 million in total. The company went after Series A dollars after its product had matured and there was good traction with customers, prompting Bodo to want to scale quicker, Nasre said.
Nasre feels Dell Technologies Capital was “uniquely positioned to help us in terms of reserves and the role they play in the enterprise at large, which is to have the most effective salesforce in enterprise.”
Though he was already familiar with Nasre, Daniel Docter, managing director at Dell Technologies, heard about Bodo from a data scientist friend who told Docter that Bodo’s preliminary results “were amazing.”
Much of Dell’s investments are in the early-stage and in deep tech founders that understand the problem. Docter puts Totoni and Nasre in that category.
“Ehsan fits this perfectly, he has super deep technology knowledge and went out specifically to solve the problem,” he added. “Behzad, being from Intel, saw and lived with the problem, especially seeing Hadoop fail and Spark take its place.”
Meanwhile, with the new funding, Nasre intends to triple the size of the team and invest in R&D to build and scale the company. It will also be developing a marketing and sales team.
The company is now shifting from financing to customer- and revenue-focused as it aims to drive up adoption by the Python community.
“Our technology can translate simple code into the fast code that the experts will try,” Totoni said. “I joined Intel Labs to work on the problem, and we think we have the first solution that will democratize machine learning for developers and data scientists. Now, they have to hand over Python code to specialists who rewrite it for tools. Bodo is a new type of compiler technology that democratizes AI.”
By Christine Hall
Forward Kitchens cooks up $2.5M to transform existing kitchens into digital storefronts
Forward Kitchens was working quietly on its digital storefront for restaurants and is now announcing a $2.5 million seed round.
Raghav Poddar started the company two years ago and was part of the Y Combinator Summer 2019 cohort. Poddar told TechCrunch he has been a foodie his entire life. Lately, he was relying on food delivery and pickup services, and while visiting with some of the restaurant owners, he realized a few things: first, not many had a good online presence, and second, these restaurants had the ability to cook cuisine representative of their communities.
That led to the idea of Forward Kitchens, which provides a turnkey tool for restaurants to set up an online presence, including food delivery, where they can create multiple digital storefronts easily and without having to contact each delivery platform. The company ran pilot programs in a handful of restaurants, and this is the first year coming out of stealth.
“It’s an expansion of what they have on the menu, but is not immediately available in the neighborhood,” Poddar added. “Kitchens can keep the costs and headcount the same, but be able to service the demand and get more orders because it is fulfilling a need for the neighborhood, which is why we can grow so fast.”
Here’s how it works: Forward Kitchens goes into a restaurant and takes into account its capacity for additional cooking and the demographic area, as well as what food is available near it, and helps the restaurant create the storefront.
Each restaurant is able to build multiple storefronts, for example, an Italian restaurant setting up a storefront just to sell its popular mac n’ cheese or other small plates on demand. A couple hundred digital storefronts were already created, Poddar said.
A group of investors, including Y Combinator, Floodgate, Slow Ventures and SV Angel and angel investors Michael Seibel of YC, Ram Shriram and Thumbtack’s Jonathan Swanson, were involved in the round.
The new funding will be used to expand the company’s footprint and reach, and to hire a team in operations, sales and engineering to help support the product.
“Forward Kitchens is empowering independent kitchens to create digital storefronts and receive more online sales,” Seibel said via email. “With Forward Kitchens, a kitchen can create world-class digital storefronts at the click of a button.”
By Christine Hall