Red Dot Capital Partners
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Quantum Machines plans to expand quantum orchestration platform with $50M investment
Quantum Machines, an Israeli startup that is building the classical hardware and software infrastructure to help run quantum machines, announced a $50 million Series B investment today.
Today’s round was led by Red Dot Capital Partners with help from Exor, Claridge Israel, Samsung NEXT, Valor Equity Partners, Atreides Management, LP, as well as TLV Partners, Battery Ventures, 2i Ventures and other existing investors. The company has now raised approximately $83 million, according to Crunchbase data.
While quantum computing in general is in its early days, Quantum Machines has developed a nice niche by building a hardware and software system, what they call The Quantum Orchestration Platform, that helps run the burgeoning quantum machines, leaving it plenty of room to grow as the industry develops.
Certainly Quantum Machines co-founder and CEO Itamar Sivan, who has been working in quantum his entire career, sees the vast potential of this technology. “Quantum computers have the promise of potentially speeding up very substantially computations that are impossible to complete in reasonable time with classical computers, and this is at the highest level the interest in the field right now. Our vision specifically at Quantum Machines is to make quantum computers ubiquitous and disruptive across all industries,” he said.
To achieve that, the company has created a system that relies on classical computers to power quantum computers as they develop. While the company has designed its own silicon for this purpose, it is important to note that it is not building quantum chips. As Sivan explains, the classical computer has a software and hardware layer, but quantum machines have three layers: “The quantum hardware, which is the heart, and on top of that you have classical hardware […] and then on top of that you have software,” he said.
“We focus on the two latter layers. So classical hardware and the software that drives it. Now at the heart of our hardware is in fact a classical processor. So this is I think one of the most interesting parts of the quantum stack,” he explained.
He says that this interaction between classical computing and quantum computing is one that is fundamental to the technology, and it’s a mix that will last well into the future, possibly forever. What Quantum Machines is building is essentially the classical cloud infrastructure required to run quantum computers.
Quantum Machines founding team: Itamar Sivan, Nissim Ofek, Yonatan Cohen. Photo Credit: Quantum Machines
So far the approach has been working quite well, as Sivan reports that governments, researchers, universities and the hyper scaler operators (which could include companies like Amazon, Netflix and Google, although the company has not said they are customers) are all interested in QM’s technology. While it isn’t discussing specific metrics, the company has customers in 15 countries at the moment and is working with some large entities that it couldn’t name.
The money from this round helps validate what the company is doing, enabling it to continue building out the solution, while also investing heavily in research and development, which is essential as the industry is still in early development and much will change over time.
They have been able to create this solution to this point with just 60 employees, and with the new funding should be able to build out the team in a substantial way in the coming years. He says that when it comes to diversity, he comes from an academic background where this is the norm and he has carried this forth to his company as he hires new people. What’s more, the pandemic has allowed him to hire from anywhere and he says that the company has taken advantage of this opportunity.
“First of all, we’re not hiring just in Israel, we’re hiring globally, and we’re not limited to hiring in specific geographies. We have people [from a number of countries],” he said. He adds, “Diversity for me personally means involving as many people as possible in hiring processes. That is the only way to ensure that there is diversity.”
Even throughout the pandemic, the hardware team has been meeting in person in the office with necessary precautions when it has been allowed, but most employees have continued to work from home, and that is an approach he will continue to take even when it’s safe to return to the office on a regular basis.
“Of course, work in a post-COVID era will include a substantial amount of remote work. […] So even in [our] headquarters, we anticipate allowing people to work remotely [if they wish].
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Coralogix lands $25M Series B to rethink log analysis and monitoring
Logging and monitoring tends to be an expensive endeavor because of the sheer amount of data involved. Companies are therefore forced to pick and choose what they monitor, limiting what they can see. Coralogix wants to change that by offering a more flexible pricing model, and today the company announced a $25 million Series B and a new real-time analytics solution called Streama.
First the funding. The round was led by Red Dot Capital Partners and O.G. Tech Ventures, with help from existing investors Aleph VC, StageOne Ventures, Janvest Capital Partners and 2B Angels. Today’s round, which comes after the startup’s $10 million Series A last November, brings the total to $41.2 million raised, according to the company.
When we spoke to Coralogix CEO and co-founder Ariel Assaraf last year regarding the A round, he described his company as more of an intelligent applications performance monitoring with some security logging analytics.
Today, the company announced Streama, which has been in Alpha since July. Assaraf says companies can pick and choose how they monitor and pay only for the features they use. That means if a particular log is only tangentially important, a customer can set it to low priority and save money, and direct the budget toward more important targets.
As the pandemic has taken hold, he says that companies are appreciating the ability to save money on their monitoring costs, and directing those resources elsewhere in the company. “We’re basically building out this full platform that is going to be inside-centric and value-centric instead of volume or machine count-centric in its pricing model,” Assaraf said.
Assaraf differentiates his company from others out there like Splunk, Datadog and Sumo Logic, saying his is a more modern approach to the problem that simplifies the operations. “All these complicated engineering things are being abstracted away in a simple way, so that any user can very quickly create savings and demonstrate that it’s [no longer] an engineering problem, it’s more of a business value question,” he explained.
Since the A round, the company has grown from 25 to 60 people spread out between Israel and the U.S. It plans to grow to 120 people in the next year with the new funding. When it comes to diversity in hiring, he says Israel is fairly homogeneous, so it involves gender parity there, something that he says he is working to achieve. The U.S. operation is still relatively small, with just 12 employees now, but it will be expanding in the next year and it’s something he says that he will need to be thinking about as he hires.
As part of that hiring spree, he wants to kick his sales and marketing operations into higher gear and start spending more on those areas as the company grows.
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Trigo raises $22M for an automated grocery check-out platform, similar to Amazon Go
Automated check-out systems in supermarkets, where cashiers are replaced by barcode-readers and touchscreen interfaces for taking payments, have become a commonplace fixture in many parts of the world. But today, a startup that’s building what many believe will be the next generation of such systems — computer-vision-powered platforms that monitor what you take from the shelves and automatically tally it up as you are on the move so that you can leave without checking out — has raised funding to continue developing its product and help it connect with grocery retailers that have seen the advances of Amazon Go and also want to get in on the AI action without getting involved with Amazon itself.
Trigo, a computer vision startup out of Tel Aviv that is building check-out-free grocery purchasing systems specifically targeted at large supermarkets, has picked up a Series A round of $22 million. The funding is being led by Red Dot Capital, with previous Vertex Ventures Israel and Hetz Ventures also participating. This round brings the total raised by Trigo to $29 million.
The company is not disclosing its valuation, but says that it has a number of deals in place already with grocery chains, including an unspecified European chain and Shufersal, the largest grocer in Israel.
Shufersal already has plans to implement Trigo’s solution in 280 stores in the next five years, which speaks to the company’s ambitions and traction to date, even at this early stage in its development: The company says that it’s already piloting its camera and sensor technology in stores that are 5,000 square feet, or twice the size of a typical Amazon Go store. It’s, however, still fairly small compared to the size of a large supermarket (35,000-45,000 square feet) or even smaller challenger markets like a Trader Joe’s or a Lidl (20,000 square feet).
As with Amazon Go, Trigo works by implementing a series of cameras throughout a store to monitor shoppers and record what they are placing into their baskets. This is not just about being able to identify items: it’s also a triangulation system to ensure that people are not charged twice for items, and that items are removed from the total if they are discarded before a person leaves the store.
And it’s not just to speed things up, either. It’s to make shopping great again.
“I don’t actually think people really want grocery e-commerce,” Ran Peled, VP of marketing, said. “They do that because the supermarket experience has become worse with the years. We are very much committed to helping brick and mortar stores return to the time of a few decades ago, when it was fun to go to the supermarket. What would happen if a store could have an entirely new OS that is based on computer vision?”
Unlike Amazon Go, Trigo is not tied to any specific company that might potentially compete with the retailers that it is targeting, and the product can be implemented to work with loyalty cards, or without them.
However, given that Amazon has built one of the world’s most valuable companies by being both a simultaneous competitor and partner to businesses, I’m not sure that its competitor status will be a gating factor to the growth of Amazon Go, if it decides to productise it and sell the technology to other retailers… and neither does Trigo.
“The technology behind Amazon Go existed in the industry for about a decade before Amazon Go,” Peled said (Trigo was founded in 2018 by brothers Michael and Daniel Gabay). “But after it launched, it was a moment of realising, ‘Ah, this is really happening!’ ” Meaning, he knew now would be a fruitful period because other grocery retailers would want to get on board, and even if Amazon did roll Go out as its own service, and a service used by other retailers, there will be others who will never work with it, presenting a market opportunity to his startup.
If the endgame is bringing the time spent in the check-out phase down to zero, there are other startups working on alternative ways to reach that. Just last week, Caper raised a round of funding for a system that is based on “smart” trolleys, with sensors attached to grocery carts to take note of items and add them to your shopping bill. While the shopping cart might have the advantage of being able to more closely monitor an individual’s own shopping cart, store-wide systems like Trigo’s will potentially cost less to operate and the software might even be something that can be used on existing in-store cameras.
Interestingly, at a time when patents form one of the key ways that a company defends its intellectual property, Trigo is taking another approach. “We don’t file patents because we don’t want our technology to be public,” said Peled. “We have things that we don’t want anyone to see.” It’s an ironic, if perhaps telling, stance for a computer vision company.
In the rush to build tech solutions to all the world’s problems (and if not problems, at least all the world’s processes), there are bound to be others building further technology to bring grocery stores into the twenty-first century. Trigo presents one route to getting there, making it as much a coveted company for grocery businesses as it is for the companies that provide other services to them.
“We believe that Trigo’s world-leading computer-vision team will be the first to scale this technology globally and unlock the full potential of a true grocery-wide revolution,” said Barak Salomon, managing partner of Red Dot Capital. “The process of manually scanning barcodes for each separate item at check out is outdated and time-consuming. Trigo’s technology is going to save brick and mortar, revitalizing the in-store experience while keeping the best part of shopping alive.”
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