Tag Archives: Alphabet

AlphaSense, a search engine for analysis and business intel, raises $50M led by Innovation Endeavors

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Google and its flagship search portal opened the door to the possibilities of how to build a business empire on the back of organising and navigating the world’s information, as found on the internet. Now, a startup that’s built a search engine tailored to the needs of enterprises and their own quests for information has raised a round of funding to see if it can do the same for the B2B world.

AlphaSense, which provides a way for companies to quickly amass market intelligence around specific trends, industries and more to help them make business decisions, has closed a $50 million round of funding, a Series B that it’s planning to use to continue enhancing its product and expanding to more verticals.

Today, the company today counts some 1,000 clients on its books, with a heavy emphasis on investment banks and related financial services companies. That’s in part because of how the company got its start: Finnish co-founder and CEO Jaakko (Jack) Kokko he had been an analyst at Morgan Stanley in a past life and understood the labor and time pain points of doing market research, and decided to build a platform to help shorted a good part of the information gathering process.

“My experience as an analyst on Wall Street showed me just how fragmented information really was,” he said in an interview, citing as one example how complex sites like those of the FDA are not easy to navigate to look for new information an updates — the kind of thing that a computer would be much more adept at monitoring and flagging. “Even with the best tools and services, it still was really hard to manually get the work done, in part because of market volatility and the many factors that cause it. We can now do that with orders of magnitude more efficiency. Firms can now gather information in minutes that would have taken an hour. AlphaSense does the work of the best single analyst, or even a team of them.”

(Indeed, the “alpha” of AlphaSense appears to be a reference to finance: it’s a term that refers to the ability of a trader or portfolio manager to beat the typical market return.)

The lead investor in this round is very notable and says something about the company’s ambitions. It’s Innovation Endeavors, the VC firm backed by Eric Schmidt, who had been the CEO of none other than Google (the pace-setter and pioneer of the search-as-business model) for a decade, and then stayed on as chairman and ultimately board member of Google and then Alphabet (its later holding company) until just last June.

Schmidt presided over Google at what you could argue was its most important time, gaining speed and scale and transitioning from an academic idea into full-fledged, huge public business whose flagship product has now entered the lexicon as a verb and (through search and other services like Android and YouTube) is a mainstay of how the vast majority of the world uses the web today. As such he is good at spotting opportunities and gaps in the market, and while enterprise-based needs will never be as prominent as those of mass-market consumers, they can be just as lucrative.

“Information is the currency of business today, but data is overwhelming and fragmented, making it difficult for business professionals to find the right insights to drive key business decisions,” he said in a statement. “We were impressed by the way AlphaSense solves this with its AI and search technology, allowing businesses to proceed with the confidence that they have the right information driving their strategy.”

This brings the total raised by AlphaSense to $90 million, with other investors in this round including Soros Fund Management LLC and other unnamed existing investors. Previous backers had included Tom Glocer (the former Reuters CEO who himself is working on his own fintech startup, a security firm called BlueVoyant), the MassChallenge incubator, Tribeca Venture Partners and others. Kokko said AlphaSense is not disclosing its valuation at this point. (I’m guessing though that it’s definitely on the up.)

There have been others that have worked to try to tackle the idea of providing more targeted, and business focused search portals, from the likes of Wolfram Alpha (another alpha!) through to Lexis Nexis and others like Bloomberg’s terminals, FactSet, Business Quant and many more.

One interesting aspect of AlphaSense is how it’s both focused on pulling in requests as well as set up to push information to its users based on previous search parameters. Currently these are set up to only provide information, but over time, there is a clear opportunity to build services to let the engines take on some of the actions based on that information, such as adjusting asking prices for sales and other transactions.

“There are all kinds of things we could do,” said Kokko. “This is a massive untapped opportunity. But we’re not taking the human out of the loop, ever. Humans are the right ones to be making final decisions, and we’re just about helping them make those faster.”


By Ingrid Lunden

The Slack origin story

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Let’s rewind a decade.

It’s 2009. Vancouver, Canada.

Stewart Butterfield, known already for his part in building Flickr, a photo-sharing service acquired by Yahoo in 2005, decided to try his hand — again — at building a game. Flickr had been a failed attempt at a game called Game Neverending followed by a big pivot. This time, Butterfield would make it work.

To make his dreams a reality, he joined forces with Flickr’s original chief software architect Cal Henderson, as well as former Flickr employees Eric Costello and Serguei Mourachov, who like himself, had served some time at Yahoo after the acquisition. Together, they would build Tiny Speck, the company behind an artful, non-combat massively multiplayer online game.

Years later, Butterfield would pull off a pivot more massive than his last. Slack, born from the ashes of his fantastical game, would lead a shift toward online productivity tools that fundamentally change the way people work.

Glitch is born

In mid-2009, former TechCrunch reporter-turned-venture-capitalist M.G. Siegler wrote one of the first stories on Butterfield’s mysterious startup plans.

“So what is Tiny Speck all about?” Siegler wrote. “That is still not entirely clear. The word on the street has been that it’s some kind of new social gaming endeavor, but all they’ll say on the site is ‘we are working on something huge and fun and we need help.’”

Siegler would go on to invest in Slack as a general partner at GV, the venture capital arm of Alphabet .

“Clearly this is a creative project,” Siegler added. “It almost sounds like they’re making an animated movie. As awesome as that would be, with people like Henderson on board, you can bet there’s impressive engineering going on to turn this all into a game of some sort (if that is in fact what this is all about).”

After months of speculation, Tiny Speck unveiled its project: Glitch, an online game set inside the brains of 11 giants. It would be free with in-game purchases available and eventually, a paid subscription for power users.


By Kate Clark

Google’s still not sharing cloud revenue

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Google has shared its cloud revenue exactly once over the last several years. Silence tends to lead to speculation to fill the information vacuum. Luckily there are some analyst firms who try to fill the void, and it looks like Google’s cloud business is actually trending in the right direction, even if they aren’t willing to tell us an exact number.

When Google last reported its cloud revenue, last year about this time, they indicated that they had earned $1 billion in revenue for the quarter, which included Google Cloud Platform and G Suite combined. Diane Greene, who was head of Google Cloud at the time, called it an “elite business”, but in reality it was pretty small potatoes compared to Microsoft’s and Amazon’s cloud numbers, who were pulling in $4-$5 billion a quarter between them at the time. Google was looking at a $4 billion run rate for the entire year.

Google apparently didn’t like the reaction it got from that disclosure so it stopped talking about cloud revenue. Yesterday when Google’s parent company, Alphabet, issued its quarterly earnings report, to nobody’s surprise, it failed to report cloud revenue yet again, at least not directly.

Google’s Diane Greene says billion-dollar cloud revenue already puts them in elite company

Google CEO Sundar Pinchai gave some hints, but never revealed an exact number. Instead he talked in vague terms calling Google Cloud ” a fast-growing multibillion-dollar business.” The only time he came close to talking about actual revenue was when he said, “Last year, we more than doubled both the number of Google Cloud Platform deals over $1 million as well as the number of multiyear contracts signed. We also ended the year with another milestone, passing 5 million paying customers for our cloud collaboration and productivity solution, G suite.”

OK, it’s not an actual dollar figure, but it’s a sense that the company is actually moving the needle in the cloud business. A bit later in the call, CFO Ruth Porat threw in this cloud revenue nugget. “We are also seeing a really nice uptick in the number of deals that are greater than $100 million and really pleased with the success and penetration there. At this point, not updating further.” She is not updating further. Got it.

Former Oracle exec Thomas Kurian to replace Diane Greene as head of Google Cloud

That brings us to a company that guessed for us, Canalys. While the firm didn’t share its methodology, it did come up with a figure of $2.2 billion for the quarter. Given that the company is closing larger deals and was at a billion last year, this figure feels like it’s probably in the right ballpark, but of course it’s not from the horse’s mouth, so we can’t know for certain.

Frankly, I’m a little baffled why Alphabet’s shareholders actually let the company get away with this complete lack of transparency. It seems like people would want to know exactly what they are making on that crucial part of the business, wouldn’t you? As cloud market watcher, I know I would. So we’re left to companies like Canalys to fill in the blanks, but it’s certainly not as satisfying as Google actually telling us. Maybe next quarter.

Google in the cloud


By Ron Miller

Forget Watson, the Red Hat acquisition may be the thing that saves IBM

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With its latest $34 billion acquisition of Red Hat, IBM may have found something more elementary than “Watson” to save its flagging business.

Though the acquisition of Red Hat  is by no means a guaranteed victory for the Armonk, N.Y.-based computing company that has had more downs than ups over the five years, it seems to be a better bet for “Big Blue” than an artificial intelligence program that was always more hype than reality.

IBM to buy Red Hat for $34B in cash and debt, taking a bigger leap into hybrid cloud

Indeed, commentators are already noting that this may be a case where IBM finally hangs up the Watson hat and returns to the enterprise software and services business that has always been its core competency (albeit one that has been weighted far more heavily on consulting services — to the detriment of the company’s business).

Watson, the business division focused on artificial intelligence whose public claims were always more marketing than actually market-driven, has not performed as well as IBM had hoped and investors were losing their patience.

Critics — including analysts at the investment bank Jefferies (as early as one year ago) — were skeptical of Watson’s ability to deliver IBM from its business woes.

As we wrote at the time:

Jefferies pulls from an audit of a partnership between IBM Watson and MD Anderson as a case study for IBM’s broader problems scaling Watson. MD Anderson cut its ties with IBM after wasting $60 million on a Watson project that was ultimately deemed, “not ready for human investigational or clinical use.”

The MD Anderson nightmare doesn’t stand on its own. I regularly hear from startup founders in the AI space that their own financial services and biotech clients have had similar experiences working with IBM.

The narrative isn’t the product of any single malfunction, but rather the result of overhyped marketing, deficiencies in operating with deep learning and GPUs and intensive data preparation demands.

Jefferies gives IBM Watson a Wall Street reality check

That’s not the only trouble IBM has had with Watson’s healthcare results. Earlier this year, the online medical journal Stat reported that Watson was giving clinicians recommendations for cancer treatments that were “unsafe and incorrect” — based on the training data it had received from the company’s own engineers and doctors at Sloan-Kettering who were working with the technology.

All of these woes were reflected in the company’s latest earnings call where it reported falling revenues primarily from the Cognitive Solutions business, which includes Watson’s artificial intelligence and supercomputing services. Though IBM chief financial officer pointed to “mid-to-high” single digit growth from Watson’s health business in the quarter, transaction processing software business fell by 8% and the company’s suite of hosted software services is basically an afterthought for business gravitating to Microsoft, Alphabet, and Amazon for cloud services.

To be sure, Watson is only one of the segments that IBM had been hoping to tap for its future growth; and while it was a huge investment area for the company, the company always had its eyes partly fixed on the cloud computing environment as it looked for areas of growth.

It’s this area of cloud computing where IBM hopes that Red Hat can help it gain ground.

“The acquisition of Red Hat is a game-changer. It changes everything about the cloud market,” said Ginni Rometty, IBM Chairman, President and Chief Executive Officer, in a statement announcing the acquisition. “IBM will become the world’s number-one hybrid cloud provider, offering companies the only open cloud solution that will unlock the full value of the cloud for their businesses.”

The acquisition also puts an incredible amount of marketing power behind Red Hat’s various open source services business — giving all of those IBM project managers and consultants new projects to pitch and maybe juicing open source software adoption a bit more aggressively in the enterprise.

As Red Hat chief executive Jim Whitehurst told TheStreet in September, “The big secular driver of Linux is that big data workloads run on Linux. AI workloads run on Linux. DevOps and those platforms, almost exclusively Linux,” he said. “So much of the net new workloads that are being built have an affinity for Linux.”


By Jonathan Shieber

Alphabet’s Chronicle launches an enterprise version of VirusTotal

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VirusTotal, the virus and malware scanning service own by Alphabet’s Chronicle, launched an enterprise-grade version of its service today. VirusTotal Enterprise offers significantly faster and more customizable malware search, as well as a new feature called Private Graph, which allows enterprises to create their own private visualizations of their infrastructure and malware that affects their machines.

The Private Graph makes it easier for enterprises to create an inventory of their internal infrastructure and users to help security teams investigate incidents (and where they started). In the process of building this graph, VirtusTotal also looks are commonalities between different nodes to be able to detect changes that could signal potential issues.

The company stresses that these graphs are obviously kept private. That’s worth noting because VirusTotal already offered a similar tool for its premium users — the VirusTotal Graph. All of the information there, however, was public.

As for the faster and more advanced search tools, VirusTotal notes that its service benefits from Alphabet’s massive infrastructure and search expertise. This allows VirusTotal Enterprise to offers a 100x speed increase, as well as better search accuracy. Using the advanced search, the company notes, a security team could now extract the icon from a fake application, for example, and then return all malware samples that share the same file.

VirusTotal says that it plans to “continue to leverage the power of Google infrastructure” and expand this enterprise service over time.

Google acquired VirusTotal back in 2012. For the longest time, the service didn’t see too many changes, but earlier this year, Google’s parent company Alphabet moved VirusTotal under the Chronicle brand and the development pace seems to have picked up since.


By Frederic Lardinois