Engineering teams face steep challenges when it comes to staying on schedule, and keeping to those schedules can have an impact on the entire organization. Acumen, an Israeli engineering operations startup, announced a $7 million seed investment today to help tackle this problem.

Hetz, 10D, Crescendo and Jibe participated in the round, designed to give the startup the funding to continue building out the product and bring it to market. The company, which has been working with beta customers for almost a year, also announced it was emerging from stealth today.

As an experienced startup founder, Acumen CEO and co-founder Nevo Alva has seen engineering teams struggle as they grow due to a lack of data and insight into how the teams are performing. He and his co-founders launched Acumen to give companies that missing visibility.

“As engineering teams scale, they face challenges due to a lack of visibility into what’s going on in the team. Suddenly prioritizing our tasks becomes much harder. We experience interdependencies [that have an impact on the schedule] every day,” Alva explained.

He says this manifests itself in a decrease in productivity and velocity and ultimately missed deadlines that have an impact across the whole company. What Acumen does is collect data from a variety of planning and communications tools that the engineering teams are using to organize their various projects. It then uses machine learning to identify potential problems that could have an impact on the schedule and presents this information in a customizable dashboard.

The tool is aimed at engineering team leaders, who are charged with getting their various projects completed on time with the goal of helping them understand possible bottlenecks. The software’s machine learning algorithms will learn over time which situations cause problems, and offer suggestions on how to prevent them from becoming major issues.

The company was founded in July 2019 and the founders spent the first 10 months working with a dozen design partners building out the first version of the product, making sure it could pass muster with various standards bodies like SOC-2. It has been in closed private beta since last year and is launching publicly this week.

Acumen currently has 20 employees with plans to add 10 more by the end of this year. After working remotely for most of 2020, Alva says that location is no longer really important when it comes to hiring. “It definitely becomes less and less important where they are. I think time zones are still a consideration when speaking of remote,” he said. In fact, they have people in Israel, the U.S. and eastern Europe at the moment among their 20 employees.

He recognizes that employees can feel isolated working alone, so the company has video meetings every day during which they spend the first part just chatting about non-work stuff as a way to stay connected. Starting today, Acumen will begin its go to market effort in earnest. While Alva recognizes there are competing products out there like Harness and Pinpoint, he thinks his company’s use of data and machine learning really helps differentiate it.

Virtual events platform Hopin is hopin’ for a mega valuation.

According to multiple sources who spoke with TechCrunch, the company, which was founded in mid-2019, is running around the fundraise circuit and perhaps nearing the end of a fundraise in which it is looking to raise roughly $400 million at a pre-money valuation of $5 billion for its Series C. The two names out in front, likely part of a joint ticket, are thought to be Andreessen Horowitz and General Catalyst.

Two sources implied that the valuation could have gone as high as $6 billion, but with greater dilution based on some offered terms the company has received. The deal is in flux, and both the round size and valuation are subject to change.

One source told TechCrunch that the company’s ARR has grown to $60 million, implying a valuation multiple of 80-100x if the valuation we’re hearing pans out. That sort of multiple wouldn’t be out of line with other major fundraises for star companies with SaaS-based business models.

Hopin has been on a fundraise tear in recent months. The company raised $125 million at a $2.125 billion valuation late last year for its Series B, which came just a few months after it raised a Series A of $40 million over the summer and a $6.5 million seed round last winter. All told, the roughly 20-month-old company has raised a known $171.4 million in VC according to Crunchbase.

When we last reported on the company, Hopin’s ARR had gone from $0 to $20 million, while its overall userbase had grown from essentially zero to 3.5 million users in November. The company reported then that it had 50,000 groups using its platform.

Hopin’s platform is designed to translate the in-person events experience into a virtual one, providing tools to recreate the experience of walking exhibition floors, networking one-on-one and spontaneously joining fireside chats and panels. It’s become a darling in the midst of the COVID-19 pandemic, which has seen most business and educational conferences canceled in the midst of mass restrictions on domestic and international travel worldwide.

It’s probably also useful to note that our business team uses Hopin to run all of TechCrunch’s editorial events, including Disrupt, Early Stage, Extra Crunch Live and next week’s TechCrunch Sessions: Justice 2021 event (these software selections and their costs are — thankfully — outside the purview of our editorial team).

Hopin may be the mega-leader of the virtual events space right now, but it isn’t the only startup trying to take on this suddenly vital industry. Run The World raised capital last year, Welcome wants to be the “Ritz-Carlton for event platforms,” Spotify is getting into the business, Clubhouse is arguably a contender here, InEvent raised a seed earlier this month and Hubilo is another entrant, which nabbed a check from Lightspeed a few months ago. Plus, quite literally dozens of other startups have either started in the space or are pivoting toward it.

We have reached out to Hopin for comment.

Post updated to report that Andreessen Horowitz and General Catalyst are in the lead.

Back when I was a wee lad with a very security-compromised MySQL installation, I used to answer every web request with multiple “SELECT *” database requests — give me all the data and I’ll figure out what to do with it myself.

Today in a modern, data-intensive org, “SELECT *” will kill you. With petabytes of information, tens of thousands of tables (on the small side!), and millions and perhaps billions of calls flung at the database server, data science teams can no longer just ask for all the data and start working with it immediately.

Big data has led to the rise of data warehouses and data lakes (and apparently data lake houses), infrastructure to make accessing data more robust and easy. There is still a cataloguing and discovery problem though — just because you have all of your data in one place doesn’t mean a data scientist knows what the data represents, who owns it or what that data might affect in the myriad web and corporate reporting apps built on top of it.

That’s where Select Star comes in. The startup, which was founded about a year ago (in March 2020), is designed to automatically build out metadata within the context of a data warehouse. From there, it offers a full-text search that allows users to quickly find data as well as “heat map” signals in its search results, which can quickly pinpoint which columns of a data set are most used by applications within a company and have the most queries that reference them.

The product is SaaS, and it is designed to allow for quick onboarding by connecting to a customer’s data warehouse or business intelligence (BI) tool.

Shinji Kim, the sole founder and CEO, explained that the tool is a solution to a problem she has seen directly in corporate data science teams. She formerly founded Concord Systems, a real-time data processing startup that was acquired by Akamai in 2016. “The part that I noticed is that we now have all the data and we have the ability to compute, but now the next challenge is to know what the data is and how to use it,” she explained.

She said that “tribal knowledge is starting to become more wasteful [in] time and pain in growing companies,” and pointed out that large companies like Facebook, Airbnb, Uber, Lyft, Spotify and others have built out their own homebrewed data discovery tools. Her mission for Select Star is to allow any corporation to quickly tap into an easy-to-use platform to solve this problem.

The company raised a $2.5 million seed round led by Bowery Capital, with participation from Background Capital and a number of prominent angels including Spencer Kimball, Scott Belsky, Nick Caldwell, Michael Li, Ryan Denehy and TLC Collective.

Data discovery tools have been around in some form for years, with popular companies like Alation having raised tens of millions of VC dollars over the years. Kim sees an opportunity to compete by offering a better onboarding experience and also automating large parts of the workflow that remain manual for many alternative data discovery tools. With many of these tools, “they don’t do the work of connecting and building the relationship,” between data she said, adding that “documentation is still important, but being able to automatically generate [metadata] allows data teams to get value right away.”

In addition to just understanding data, Select Star can help data engineers begin to figure out how to change their databases without leading to cascading errors. The platform can identify how columns are used and how a change to one may affect other applications or even other data sets.

Select Star is coming out of private beta today. The company’s team currently has seven people, and Kim says they are focused on growing the team and making it even easier to onboard users by the end of the year.

Spreadsheet software — led by products like Microsoft’s Excel, Google’s Sheets and Apple’s Numbers — continues to be one of the most-used categories of business apps, with Excel alone clocking up more than a billion users just on its Android version. Now, a startup called Rows that’s built on that ubiquity, with a low-code platform that lets people populate and analyze web apps using just spreadsheet interfaces, is announcing funding and launching a freemium open beta of its expanded service.

The Berlin-based startup — which rebranded from dashdash at the end of last year — closed a Series B round of $16 million, money that it is using to continue investing in its platform as well as in sales and marketing. The platform’s move into an open beta comes with some 50 new integrations with other platforms like LinkedIn, Instagram and more, as well as 200 new features (using known spreadsheet shortcuts) to use in them.

The round was led by Lakestar, with past investors Accel (which led its $8 million Series A in 2018) and Cherry Ventures also participating. Christian Reber has also invested in this round. Reber knows a thing or two about software disrupting legacy productivity software — he is the co-founder and CEO of presentation software startup Pitch and the former CEO and founder of Microsoft-acquired Wunderlist — and notably he is joining Rows’ Advisory Board along with the investment.

A little detail about this Series B: CEO Humberto Ayres Pereira, who is based out of Porto, Portugal, where some of the staff is also based, tells us that this round actually was quietly closed over a year ago, in January 2020 — just ahead of the world shutting down amid the COVID-19 pandemic.

The startup chose to announce that round today to coincide with adding more features to its product and moving it into an open beta, he said.

That open beta is free in its most basic form — the free tier is limited to 10 users or less and a minimal amount of integration usage. Paid tiers, which cover more team members and up to 100,000 integration tasks (which are measured by how many times a spreadsheet queries another service), start at $59 per month.

One strong sign of interest in this latest iteration of the software is the lasting popularity of spreadsheets. Another is Rows’ traction to date: in invite-only mode, it picked up 10,000 users off its waitlist, and hundreds of companies, as customers. Currently most of those are free, Ayres Pereira said.

“Our goal is to have 1,000 paying companies as customers in the 12 months,” he said. That process has only just started, he added, with paying numbers in the modest “dozens” for now. He emphasized though that the company is very cash efficient and has, even without raising more funding, two years of runway on the money it has in the bank now.

The growing appeal of low-code

No-code and low-code software, which let people create and work with apps and other digital content without delving deep into the lines of code that underpin them, have continued to pick up traction in the market in the last several years.

The reason for this is straightforward: non-technical employees may not code, but they are getting increasingly adept at understanding how services function and what can be achieved within an app.

No-code and low-code platforms let them get more hands-on when it comes to customizing and creating the services that they need to use everyday to get their work done, without the time and effort it might take to get an engineer involved.

“People want to create their own tools,” said Ayres Pereira. “They want to understand and test and iterate.” He said that the majority of Rows’ users so far are based out of North America, and typical use cases include marketing and sales teams, as well as companies using Rows spreadsheets as a dynamic interface to manage logistics and other operations.

Stephen Nundy, the partner at Lakestar who led its investment, describes the army of users taking up no-code tools as “citizen developers.”

Rows is precisely the kind of platform that plays into the low-code trend. For people who are already au fait with the kinds of tools that you find in spreadsheets — and something like Excel has hundreds of functions in it — it presents a way of leaning on those familiar functions to trigger integrations with other apps, and to subsequently use a spreadsheet created in Rows to both analyse data from other apps, as well as update them.

You might ask, why is it more useful, for example, to look at content from Twitter in Rows rather than Twitter itself? A Rows document might let a person search for a set of Tweets using a certain chain of keywords, and then organise those results based on parameters such as how many “likes” those Tweets received.

Or users responding to a call to action for a promotion on Instagram might then be cross-referenced with a company’s existing database of customers, to analyze how those respondents overlap or present new leads.

You might also wonder why existing spreadsheet products may not have already build functionality like this.

Interestingly, Microsoft did dabble in building a way of linking up Excel with some rudimentary computing functions, in the form of Visual Basic for Applications. This however reached the dubious distinction of topping developers’ “most dreaded” languages list for two years running, and so as you might imagine it has somewhat died a death.

However, it does point to an opportunity for incumbents to disrupt their disruptors.

Apart from those most obvious, entrenched competitors, there have been a number of other startups building tools that are providing similar no- and low-code approaches.

Gyana is focusing more on data science, Tray.io provides a graphical interface to integrate how apps work together, Zapier and Notion also provide simple interfaces to integrate apps and APIs together and Airtable has its own take on reinventing the spreadsheet interface. For now, Ayres Pereira sees these more as compatriots than competitors.

“Yes, we overlap with services like Zapier and Notion,” he said. “But I’d say we are friends. We’re all raising awareness about people being able to do more and not having to be stuck using old tools. It’s not a zero sum game for us.”

When we covered Rows’s Series A two years ago, the startup had built a platform to let people who are comfortable working with data in spreadsheets use that interface to create and populate content in web apps. It had a lot of extensibility, but mainly geared at people still willing to do the work to create those links.

Two years on, while the spreadsheet has remained the anchor, the platform has grown. Ayres Pereira, who co-founded the company with Torben Schulz (both pictured above), said that there are some 50 new integrations now, including ways to analyse and update content on social media platforms like Instagram, YouTube, CrunchBase, Salesforce, Slack, LinkedIn and Twitter, as well as some 200 new features in the platform itself.

While people can import into Rows data from Google Sheets, he noted that the big daddy of them all, Excel, is not supported right now. The reason, he said, is because the vast majority of users of the product use the desktop version, which does not have APIs.

Meanwhile, Rows also has a number of templates available for people to guide them through simple tasks, such as looking up LinkedIn profiles or emails for a list of people, tracking social media counts and so on.

One of the most common aspects of spreadsheets, however, has yet to be built. The interface is still banked around rows and columns, but with no graphical tools to visualize data in different ways such as pie charts or graphs as you might have in a typical spreadsheet program.

It’s for this reason that Rows has yet to exit beta. The feature is one that is requested a lot, Pereira admitted, describing it as “the final frontier.” When Rows is ready to ship with that functionality, likely by Q3 of this year, it will tick over to general “1.0” release, he added.

“Humberto and Torben have really impressed us with their ambition to disrupt the market with a new spreadsheet paradigm that tackles the significant shortcomings of today’s solutions,” said Nundy at Lakestar. “Data integrations are native, the collaboration experience is first class and the ability to share and publish your work as an application is unique and will create more ‘Citizen developers’ to emerge. This is essential to the growing needs of today’s technology literate workforce. The level of interest they’ve received in their private beta is proof of the desirability of platforms like Rows, and we’re excited to be supporting them through their public beta launch and beyond with this investment.” Nundy is also joining Rows’ board with this round.