Bright Machines
Auto Added by WPeMatico
Auto Added by WPeMatico
For this morning’s edition of The Exchange, Alex Wilhelm studied information recently released by mobile gaming studio Jam City as it prepares to go public in a $1.2 billion blank-check deal with DPCM Capital.
“Jam City is a bit like Zynga, but unless you are a mobile-gaming aficionado, you might not have heard of it,” he writes.
Since its launch, Jam City has raised upwards of $300 million, including a $145 million round in 2019. At the time, the company was riding high after signing a deal with Disney to adapt some of the media giant’s intellectual property, which includes brands like Marvel, Fox and Pixar.
Almost half of all Americans play mobile games, so Alex reviewed Jam City’s investor deck, a transcript of the investor presentation call and a press release to see how it stacks up against Zynga, which “has done great in recent quarters, including posting record revenue and bookings in the first three months of 2021.”
(Full disclosure: the second time I worked at a startup founded by Mark Pincus, Zinga slept behind my desk and I was one of her favorite dog-sitters.)
Thanks for reading Extra Crunch; I hope you have an excellent weekend!
Walter Thompson
Senior Editor, TechCrunch
@yourprotagonist
Full Extra Crunch articles are only available to members
Use discount code ECFriday to save 20% off a one- or two-year subscription
Image Credits: Andrii Yalanskyi (opens in a new window)/ Getty Images
The ability to effectively communicate can make or break your launch. It will play a role in determining who wins a new space — you or a competitor.
So how do you make a splash? How do you stay relevant?
For one, you have to stop thinking that what you are up to is interesting.
Image Credits: Eoneren / Getty Images
Whether you’re building a company or thinking about investing, it’s important to understand your strategic advantage.
In order to determine one, you should ask fundamental questions: What’s the long-term, sustainable reason that the company will stay in business?
Image Credits: Fanatic Studio (opens in a new window) / Getty Images
The global pandemic has changed the way we work, including how and where we work. For those involved in the mergers and acquisitions (M&A) industry, a notoriously relationship-driven business, this has meant in-person boardroom handshakes have been replaced by video conference calls, remote collaboration and potentially less travel in the future.
The pandemic has also accelerated digital transformation, and deal-makers have embraced digital tools to help them execute effectively.
The quickening pace of digital transformation is no longer about ensuring a competitive edge. Today, it’s also about business resilience. But what’s on the horizon, and how else will technology evolve to meet the needs of companies and deal-makers?
There are still many inefficiencies in managing M&A, but technologies such as artificial intelligence, especially machine learning, are helping to make the process faster and easier.
Image Credits: Malte Mueller / Getty Images
Lew Cirne, New Relic’s founder and CEO, is stepping into the executive chairman role. He will be replaced by Bill Staples on July 1.
Cirne spent the last several years rebuilding the company’s platform and changing its revenue model, aiming for what he hopes is long-term success.
TechCrunch decided to dig into the company’s financials to see just what challenges Staples may face as he moves into the corner office. The resulting picture is one that shows a company doing hard work for a more future-aligned product map and business model, albeit one that may not generate the sort of near-term growth that gives Staples ample breathing room with public investors.
Image Credits: Nigel Sussman (opens in a new window)
At long last, the Monday.com crew dropped an F-1 filing to go public in the United States. TechCrunch has long known that the company, which sells corporate productivity and communications software, has scaled north of $100 million in annual recurring revenue (ARR).
The countdown to its IPO filing — an F-1, because the company is based in Israel, rather than the S-1s filed by domestic companies — has been ticking for several quarters.
The Exchange has been riffling through the document since it came out, and we’ve picked up on a few things to explore.
Image Credits: Bryce Durbin
Until recently, integrating affordable voice-recognition software into an automobile was something from science fiction.
But last year, the percentage of vehicles offering in-car connected services reached 45%. By 2024, analysts predict cars with voice recognition will comprise 60% of the market.
Considering how much time many of us spend behind the wheel, there’s an infinite number of applications for the technology. For our latest Extra Crunch market map, we sized up the general market opportunity before creating a roster of major players and reaching out to investors to see where they’re placing bets.
Image Credits: Teera Konakan / Getty Images
Bright Machines is going public via a SPAC-led combination that will see the 3-year-old company merge with SCVX, raising gross cash proceeds of $435 million in the process.
After the transaction is consummated, the startup will sport an anticipated equity valuation of $1.6 billion.
The Bright Machines news indicates that the great SPAC chill was not a deep freeze. And the transaction itself, in conjunction with the previously announced Desktop Metal blank-check deal, implies that there is space in the market for hardware startup liquidity via SPACs. Perhaps that will unlock more late-stage capital for hardware-focused upstarts.
We took a look at what Bright Machines does, and then the financial details that it shared as part of its news.
Image Credits: Sujin Jetkasettakorn / EyeEm (opens in a new window) / Getty Images
As a rule of thumb, it takes 7-8 years for a successful startup to achieve an exit. But there’s a simple way to speed up the clock: Bring in one or more founders who have previous executive experience.
According to data gathered by Rob Olson, partner and head of data strategy at venture engine M13, startups that have two or more experienced founders tend to exit 33% faster and raise 34% less capital.
“Combined, these two improvements can nearly double an investor’s rate of return,” says Olson.
Image Credits: Georgijevic (opens in a new window)/ Getty Images
Digital health in the U.S. got a huge boost from COVID-19 as more people started consulting physicians and urgent care providers remotely in the midst of lockdowns. So much so that McKinsey estimates that up to $250 billion of the current healthcare expenditure in the U.S. has the potential to be spent virtually.
The prominence of digital health is undoubtedly here to stay, but how it looks and feels from provider to provider is still a debate among sector startups.
But for providers who want to deliver care virtually across the country, it’s not as simple as adding a Zoom invite to an annual check-up. The process requires intention every step of the way — right from the clinicians delivering remote care to the choice of payment processor.
Image Credits: Getty Images under a MirageC (opens in a new window) license.
Email marketing has been with us for decades, but today it has been refined to a science and an art form.
If you’re an early-stage founder, it is one of the best ways to build and grow your direct relationship with your customer. You know how fickle the platforms can be. You can’t afford to mess this up.
So when and how should you think about doing email marketing, versus all of your other frantic priorities?
Here at Extra Crunch, we’re helping you find the answers. We launched a survey of founders who want to recommend a great email marketer or agency they have worked with to the rest of the startup world.
Image Credits: gremlin / Getty Images
When a company chooses supervised learning, it needs to have a strategy that allows it to label data as quickly as it acquires it.
Supervised learning is currently the most practical approach for most ML challenges, but it requires the crucial additional step of making raw data smart by labeling it.
Image Credits: Nigel Sussman
The influence of a founder on their company’s culture cannot be overstated. Everything from their views on the product and business to how they think about people affects how their company’s employees will behave, and since behavior, in turn, informs culture, the consequences of a founder’s early decisions can be far-reaching.
So it’s not surprising that Expensify has its own take on almost everything it does when you consider what its founder and CEO David Barrett learned early in his life: “Basically everyone is wrong about basically everything.”
As we saw in part 1 of this EC-1, this led him to the revelation that it’s easier to figure things out for yourself than finding advice that applies to you. Eventually, these insights would inform how he would go about shaping Expensify.
Image Credits: Nigel Sussman (opens in a new window)
Marqeta, long a darling of the fintech market though less well known than some companies in its sector due to its infrastructure nature, filed to go public late last week
If you are not familiar with Marqeta, it powers the payment card tech behind products that you use, like Square, a key customer and driver of the unicorn’s growth. Marqeta exhibits a number of fascinating fintech characteristics (majority revenue from interchange, a rabidly competitive market) that make it very interesting to unspool.

When a founder has a work history that includes the name of the parent company of one of their key investors, you probably assume that was one of the first deals to come together. Not so with May Mobility and Toyota AI Ventures, which connected for the company’s second seed round after May went out and raised its original seed purely on the strength of its own ideas and proposed solutions.
That’s one of the many interesting things we learned from speaking to May Mobility co-founder and CEO Edwin Olson, as well as Chief Product Officer Nina Grooms Lee and Toyota AI Ventures founding partner Jim Adler on an episode of Extra Crunch Live.
Extra Crunch Live goes down every Wednesday at 3 p.m. EDT/noon PDT. Our next episode is with Sequoia’s Shaun Maguire and Vise’s Samir Vasavada, and you can check out the upcoming schedule right here.
Meanwhile, read on for highlights from our chat with Olson, Grooms Lee and Adler, and then stay tuned at the end for a recording of the full session, including our live pitch-off.
Image Credits: Getty Images / Somyot Techapuwapat / EyeEm
WalkMe is the second Israel-based technology company to file to go public this week: No-code startup Monday.com is also pursuing an American IPO.
WalkMe’s software provides visual overlays on websites that help users navigate the product in question. Per the company’s F-1 filing, other elements of its service that matter include its onboarding system, Workstation, or its “single interface to the applications within an enterprise and simplifies task completion through a natural language conversational interface and automation.” We’re including that last feature because it says “automation,” which, in the wake of the UiPath IPO, is a word worth watching. Investors are.
At a high level, WalkMe is a SaaS business, which means that when we digest its results we are digging into a modern software company. Let’s do just that.
Image Credits: Nigel Sussman (opens in a new window)
Squarespace’s reference price has been set at $50 per share.
We went over Squarespace’s recently disclosed Q2 and full-2021 guidance and asked how its expectations compare to its reference-price-defined pre-trading valuation. Then, we set some stakes in the ground regarding historical direct-listing results and what we might expect from the company as it adds a third set of data to our quiver.
Let’s get into the numbers!
Image Credits: Getty Images / DrAfter123
Mumbai-based Emeritus, an edtech company that works with universities to create online upskilling courses for employed folks, just spent a big chunk of cash to break into K-12.
Emeritus, which is part of the Eruditus group, announced this week that it plans to acquire iD Tech, a STEM education service for children. The acquisition, which has not yet closed, is estimated to be around $200 million and leaves iD Tech operating as an independent brand for now.
ID Tech brings a whole different set of customers to its umbrella: The startup offers courses for elementary through high-school students across the globe taught by college students in the U.S.
Image Credits: Hiroshi Watanabe / Getty Images
According to Versatile VC founder David Teten, five new strategies are gaining traction among fund managers looking to raise capital from family offices and high-net-worth individuals:
In a summary of a class he taught for the Oper8r VC fund accelerator, Teten offers actionable advice for anyone who wants to connect with pre-qualified investors.
Image Credits: Bryce Durbin/TechCrunch
Dear Sophie,
Our startup employs several individuals who are on work visas or have employment authorization. Many of them have been waiting for quite a while for the government to tell them their applications have been received.
Why? When will things be back on track? We have a few employees who are waiting for green cards, and a few F-1 visa holders who will be extending their OPT to STEM OPT.
Is there anything we can do?
— Patient in Pasadena
Image Credits: Bryce Durbin
Electric vehicle company Arrival wants to break the current auto manufacturing model. Instead of one giant factory and an assembly line, Arrival’s commercial electric vans, buses and cars are robotically built in small, regional microfactories, of which the company wants to open 31 by the end of 2025.
If you want to achieve something radically more efficient, you have to go deeper, into complex, high-level computational algorithms that are not normally used in consumer-facing products.
The London-based company, founded in 2015, joined the ranks of EV companies going public via SPAC, merging with blank-check company CIIG Merger Corp. in March. UPS has already ordered 10,000 of Arrival’s robotically engineered vans, and the company recently signed a deal with Uber to create purpose-built EVs for ride-hail drivers.
Arrival founder Denis Sverdlov has been at the intersection of technological advancement and societal change before.
Image Credits: Nuthawut Somsuk / Getty Images
The fear of missing out (FOMO) spreads faster than wildfire and often overwhelms rational decision-making.
In the VC community, investors look for lessons from disruptive startups they can use to identify other potential winners. But hype leads to bad decision-making, rushed due diligence and wishful thinking.
When and if those startups actually do well, “irrational FOMO takes over” because the initial assessment was based on bad information, says Victor Echevarria, a partner at Jackson Square Ventures. “Trends are addictive; to remain disciplined and avoid hype is to deny our innate instincts.”
It’s natural for investors to follow the crowd, but in the race to the bottom, FOMO can be high-octane fuel.
Image Credits: Nigel Sussman (opens in a new window)
The Exchange explores Robinhood’s financial results using the lens of payment for order flow (PFOF) income, which the company said during a congressional hearing constitutes the majority of its revenues.
This particular revenue growth — or the lack thereof — is a good way to understand not only Robinhood’s own results but also its larger market. If Robinhood is seeing rapid growth and strong trading volumes, we can infer with some confidence that others in its space are enjoying a related, if not similar, level of interest.
For Public.com, eToro and others like Freetrade (as well as our own understanding), how Robinhood performed recently is key. So, let’s explore the data.
Image Credits: gremlin / Getty Images
A little over a decade has passed since The Economist warned us that we would soon be drowning in data. The modern data stack has emerged as a proposed life-jacket for this data flood — spearheaded by Silicon Valley startups such as Snowflake, Databricks and Confluent.
Today, any entrepreneur can sign up for BigQuery or Snowflake and have a data solution that can scale with their business in a matter of hours. The emergence of cheap, flexible and scalable data storage solutions was largely a response to changing needs spurred by the massive explosion of data.
Currently, the world produces 2.5 quintillion bytes of data daily (there are 18 zeros in a quintillion). The explosion of data continues in the roaring ‘20s, both in terms of generation and storage — the amount of stored data is expected to continue to double at least every four years. However, one integral part of modern data infrastructure still lacks solutions suitable for the Big Data era and its challenges: Monitoring of data quality and data validation.
Image Credits: the_burtons (opens in a new window) / Getty Images
Watching construction tech software company Procore go public Thursday after pricing above its range makes the IPO slowdown look like the deceleration that wasn’t.
Investors quickly bid up the company’s value in trading, giving Procore a higher valuation than it might have anticipated, along with a boost of confidence for the IPO market in general.
Construction tech may not be as glamorous as space travel, but it’s a massive industry that’s fraught with inefficiencies.
Procore initially set an IPO range of $60 to $65 per share before pricing at $67 per share Wednesday night. Its debut was worth gross proceeds north of $600 million and a fully diluted valuation of $9.6 billion. As of early afternoon Thursday, shares were trading at a solid $85.25.
In light of Procore’s debut, TechCrunch is digging quickly into the company’s new valuation and its resulting revenue multiples.
Image Credits: LaylaBird (opens in a new window) / Getty Images
It’s impossible to predict how healthcare institutions will operate post-pandemic, but with so many people now accustomed to telemedicine, startups that provide services around virtual care continue to be poised for success.
Telemedicine has faced an uphill battle to become more relevant in the U.S., with challenges such as meeting HIPAA compliance requirements and insurance companies unwilling to pay for virtual visits. But when COVID-19 began raging across the globe and people had to stay home, both the insurance and healthcare industries were forced to adapt.
Now that people see the benefits and conveniences of “dialing a doc” from the kitchen table, healthcare has changed forever.
Powered by WPeMatico
Bright Machines is going public via a SPAC-led combination, it announced this morning. The transaction will see the 3-year-old company merge with SCVX, raising gross cash proceeds of $435 million in the process.
After the transaction is consummated, the startup will sport an anticipated equity valuation of $1.6 billion.
The Bright Machines news indicates that the great SPAC chill was not a deep freeze. And the transaction itself, in conjunction with the previously announced Desktop Metal blank-check deal, implies that there is space in the market for hardware startup liquidity via SPACs. Perhaps that will unlock more late-stage capital for hardware-focused upstarts.
Today we’re first looking at what Bright Machines does, and then the financial details that it shared as part of its news.
Bright Machines is trying to solve a hard problem related to industrial automation by creating microfactories. This involves a complex mix of hardware, software and artificial intelligence. While robotics has been around in one form or another since the 1970s, for the most part, it has lacked real intelligence. Bright Machines wants to change that.
The company emerged in 2018 with a $179 million Series A, a hefty amount of cash for a young startup, but the company has a bold vision and such a vision takes extensive funding. What it’s trying to do is completely transform manufacturing using machine learning.
At the time of that funding, the company brought in former Autodesk co-CEO Amar Hanspal as CEO and former Autodesk founder and CEO Carl Bass to sit on the company board of directors. AutoDesk itself has been trying to transform design and manufacturing in recent years, so it was logical to bring these two experienced leaders into the fold.
The startup’s thesis is that instead of having what are essentially “unintelligent” robots, it wants to add computer vision and a heavy dose of sensors to bring a data-driven automation approach to the factory floor.
Powered by WPeMatico
There’s a mythology around today’s factories that says everything is automated by robotics, and while there is some truth to that, it’s hard to bring that level of sophistication to every facility, especially those producing relatively small runs. Today, Bright Machines, a San Francisco startup announced its first product designed to put intelligence and automation in reach of every manufacturer, regardless of its size.
The startup, which emerged last fall with $179 million in Series A funding, has a mission to make every aspect of manufacturing run in a software-defined automated fashion. Company CEO Amar Hanspal understands it’s a challenging goal, and today’s announcement is about delivering version 1.0 of that vision.
“We have this ambitious idea to fundamentally change the way factories operate, and what we are all about is to get to autonomous programmable factories,” he said. To start on that journey, since getting its initial funding in October, the company has been building a team that includes manufacturing, software and artificial intelligence expertise. It brought in people from Autodesk, Amazon and Microsoft and opened offices in Seattle and Tel Aviv.
The product it is releasing today is called the Software Defined Microfactory and it consists of hardware and software components that work in tandem. “What the Software Defined Microfactory does is package together robotics, computer vision, machine handling and converged systems in a modular way with hardware that you can plug and play, then the software comes in to instruct the factory on what to build and how to build it,” Hanspal explained.
Obviously, this is not an easy thing to do, and it’s taken a great deal of expertise to pull it together over the last months since the funding. It’s also required having testing partners. “We have about 20 product brands around the world and about 25 production lines in seven countries that have been iterating with us toward version one, what we are releasing today,” Hanspal said.
The company is concentrating on the assembly line for starters, especially when building smaller runs like say a specialized computer board or a network appliance where the manufacturer might produce just 50,000 in total, and could benefit from automation, but couldn’t justify the cost before.
“The idea here is going after the least automated part inside of factory, which is the assembly line, which is typically where people have to throw bodies at the problem and assembly lines have been hard to automate. The operations around assembly typically require human dexterity and judgment, trying to align things or plug things in,” Hanspal said.
The hope is to create a series of templates for different kinds of tooling, where they can get the majority of the way there with the software and robotics, and eventually just have to work on the more customized bits. It is an ambitious goal, and it’s not going to be easy to pull off, but today’s release is a first step.
Powered by WPeMatico
Robotics has had a role in manufacturing since the 1970s, but even today they are aren’t often driven by the latest software. Bright Machines, a San Francisco startup wants to change that and it got a whopping $179 million Series A today to get this thing going. While it was at it, it also officially launched the company.
The startup wants to bring a software-driven approach to robotics, one that would let you take dumb robotics and program it in a more automated fashion to perform a set of tasks, taking advantage of artificial intelligence and machine learning in ways that they say most manufacturing companies simply aren’t equipped to handle right now.
This is clearly not your typical Series A and Bright Machines does not appear to be a typical Series A company, feeling its way trying to get a product to market. Perhaps that’s because the company began life as incubated project inside Flex, a customized manufacturing company. It was then spun out as a startup called AutoLab AI and changed the name to Bright Machines today for the big company unveiling.
It already boast over 300 employees and brought in CEO, Armar Hanspal, who was most recently co-CEO at Autodesk to run the show. Former Autodesk CEO Carl Bass is a board member. Other board members include Mike McNamara, CEO of Flex and Steve Luszo, CEO of Seagate. Eclipse led the round.
What is attracting all of this money and talent to such a young company? Bright Machines is trying to solve a hard and expensive manufacturing problem. “We’re putting together the people, the tech stack and funding and other resources to go really go tackle this big under-served environment by bringing more automation and software to the factory floor,” CEO Hanspal told TechCrunch.
While he acknowledges we have seen a move toward automating the factor floor for decades, they are attacking an area that up until now has been underserved by robotics because the technology simply wasn’t ready to handle it. “What we’re doing that’s different is going from dumb, blind and costly robots to ones that are sensor rich, have computer vision, machine learning and are adaptable,” he said.
What’s more, they are bringing a subscription model to this approach, allowing customers to set up custom manufacturing lines on the fly with what they claim is much lower cost and fuss they faced with more traditional approaches.
They are taking on this sum of money so early because they believe it is a huge market and if they can attract the right talent, they can bring a substantive change to manufacturing that is lacking today. Time will tell if the bet pays off.
Powered by WPeMatico