Author: Thomas Crown

When Tableau was founded back in 2003, not many people were thinking about artificial intelligence to drive analytics and visualization, but over the years the world has changed and the company recognized that it needed talent to keep up with new trends. Today, it announced it was acquiring Empirical Systems, an early stage startup with AI roots.

Tableau did not share the terms of the deal.

The startup was born just two years ago from research on automated statistics at the MIT Probabilistic Computing Project. According to the company website, “Empirical is an analytics engine that automatically models structured, tabular data (such as spreadsheets, tables, or csv files) and allows those models to be queried to uncover statistical insights in data.”

The product was still in private Beta when Tableau bought the company. It is delivered currently as an engine embedded inside other applications. That sounds like something that could slip in nicely into the Tableau analytics platform. What’s more, it will be bringing the engineering team on board for some AI knowledge, while taking advantage of this underlying advanced technology.

Francois Ajenstat, Tableau’s chief product officer says this ability to automate findings could put analytics and trend analysis into the hands of more people inside a business. “Automatic insight generation will enable people without specialized data science skills to easily spot trends in their data, identify areas for further exploration, test different assumptions, and simulate hypothetical situations,” he said in a statement.

Richard Tibbetts, Empirical Systems CEO, says the two companies share this vision of democratizing data analysis. “We developed Empirical to make complex data modeling and sophisticated statistical analysis more accessible, so anyone trying to understand their data can make thoughtful, data-driven decisions based on sound analysis, regardless of their technical expertise,” Tibbets said in a statement.

Instead of moving the team to Seattle where Tableau has its headquarters, it intends to leave the Empirical Systems team in place and establish an office in Cambridge, Massachusetts.

Empirical was founded in 2016 and has raised $2.5 million.

from TechCrunch

Investors are placing another huge bet on a startup looking to reinvent a decades-old process into something that’s near instant, this time pouring $325 million into Opendoor — a company that wants to bring the complex operation of buying or selling a home down to something similarly as simple as hailing a Lyft.

The idea of Opendoor is one not so dissimilar from a consumer theory that’s blossomed into companies worth tens of billions of dollars — consumers hate complex processes and are willing to hand off those processes to technology companies if they can make it even a little simpler. Home-buying and selling can be one of the more intense ones, requiring a lot of moving pieces and coordinating multiple time tables and schedules. Opendoor’s theory is that it can create a sizable business by dropping that time and energy cost to zero and effectively create a new technology-powered business model in the process, just like Uber or Airbnb.

Opendoor says it hopes to expand to 50 markets by the end of 2020 with this additional financing. It is in ten markets right now, and also says it now purchases more than $2.5 billion in homes on an annual run rate. The company says it has raised a $325 million financing round co-led by General Atlantic, Access Technology Ventures, and Lennar Corporation. Andreessen Horowitz, Coatue Management, 10100 Fund, and Invitation Homes also participated, as well as existing investors Norwest Venture Partners, Lakestar, GGV Capital, NEA, and Khosla Ventures. Opendoor has in total raised $645 million in equity and $1.5 billion in debt.

“What I realized was that one there’s a lot of tailwinds with people wanting to transact with their mobile device,” CEO Eric Wu said. “We see this with Uber and Lyft and Amazon. I think the future of real estate will be on demand, that’s the centerpiece of Opendoor’s thesis. How do we make the transaction real-time and instant. I realized there were going to be tailwinds, and that real estate was in dire need of being able to be transformed.”

Opendoor has also sought to expand its efforts to make viewing those homes just as seamless. The company enables potential customers to check out a home by opening it with the app seven days a week. Wu said that most potential buyers go to the house each of the seven days up to the transaction, and then seven days after the transaction happens. Given that it’s such a significant step for any home owner, it makes sense that a lot of planning and consideration would go into the process. The next step is to create a sort of trade-up system, where Opendoor works to create a streamlined way to turn around an existing home for a new home.

Still, buying (or selling) a home is one of the single-largest transactions a consumer can do — especially if they are in a major metropolitan area where houses can quickly hit the $1 million-plus range. So it’s still a hurdle to convince consumers that they should press a few buttons to make a transaction in the hundreds of thousands of dollars. Wu said that the challenge there was to build enough trust with customers that they realize the process should be as seamless and powered by transparent data.

“It’s something we faced early on when we launched the service,” Wu said. “We were asking sellers to sell their home online to a tech company. A lot of the things we’ve done — like lowering the fees and being transparent about pricing — has helped us build trust. It’s one of the largest financial transactions anyone makes. We have to build a world-class pricing model, be transparent about how we got to the quote, make it a low-fee service, and this helps provide a certainty around the process.

To try to do all this, Opendoor says it’s built a robust data set that will help best model potential prices for homes and be more transparent about that information. Wu said Opendoor currently employs around 650 people and hopes to double that by the end of next year, and the company is investing a significant amount of capital in growing out its data science team. The challenge is to understand the dynamics of the housing market — and any potential chaos — in order to best assess how to buy and sell those homes. Opendoor acquires some risk by purchasing some homes and holding them for a period fo time, so ensuring that the company knows how the market performs will be one of its biggest challenges.

Opendoor is certainly not the only player in this area, as some competitors like Knock and OfferPad are starting to raise additional capital. Knock picked up $32 million in January last year with a similar bet: simplify the home-buying process and handle all of the details behind the scenes. If anything, it’s shown that there’s an appetite among the venture community (especially one where the numbers just keep getting bigger) for models that look to tap the same consumer demand of simplifying overly complex processes to just a few inputs on a smart app powered by data science.

from TechCrunch

Sweden’s Truecaller started out life as a service that screens calls and messages to weed out spammers. In recent times the company has switched its focus to India, its largest market based on users, adding services that include payments to make it more useful. Now Truecaller is putting even more weight behind its India push after it announced its first acquisition, mobile payment service Chillr.

The vision is to go deeper into mobile payments and associated services to turn Truecaller into a utility that goes beyond just handling messages and calls, particularly payments — a space which WhatsApp is preparing to enter in India.

Truecaller doesn’t have WhatsApp -like scale — few companies can match 200 million active users in Indua, but it did recently disclose that it has 100 million daily active users worldwide, while India is its largest country with 150 million registered users.

Truecaller has raised over $90 million from investors to date, according to Crunchbase. TechCrunch reported in 2015 that it was in talks to raise $100 million at a valuation of around $1 billion, but a deal never happened. Truecaller has instead raised capital from Swedish investment firm Zenith. Chillr, which offer payment services between over 50 banks, had raised $7.5 million from the likes of Blume Ventures and Sequoia Capital.

Truecaller isn’t disclosing how much it has paid for the deal, but it said that Chillr’s entire team of 45 people will move over and the Chillr service will be phased out. In addition, Chillr CEO Sony Joy will become vice president of Truecaller Pay, running that India-based payment business which will inherit Chillr’s core features.

“We’ve acquire a company that is known for innovation and leading this space in terms of building a fantastic product,” Truecaller co-founder and CSO Nami Zarringhalam told TechCrunch in an interview.

Zarringhalam said the Truecaller team met with Chillr as part of an effort to reach out to partners to build out an ecosystem of third-party services, but quickly realized there was potential to come together.

“We realized we shared synergies in thought processes for caring for the customer and user experience,” he added, explaining that Joy and his Chillr team will “take over the vision of execution of Truecaller Pay.”

Truecaller added payments in India last year

Joy told TechCrunch that he envisages developing Truecaller Pay into one of India’s top three payment apps over the next two years.

Already, the service supports peer-to-peer payments following a partnership with ICICI Bank, but there are plans to layer on additional services from third parties. That could include integrations to provide services such as loans, financing, micro-insurance and more.

Joy pointed out that India’s banking push has seen many people in the country sign up for at least one account, so now the challenge is not necessarily getting banked but instead getting access to the right services. Thanks to gathering information through payments and other customer data, Truecaller could, with permission from users, share data with financial services companies to give users access to services that wouldn’t be able to access otherwise.

“Most citizens have a bank account (in each household), now being underserved is more to do with access to other services,” he explained.

Joy added that Truecaller is aiming to layer in value added services over its SMS capabilities, digging into the fact that SMS remains a key communication and information channel in India. For example, helping users pay for items confirmed via SMS, or pay for an order which is tracked via SMS.

The development of the service in India has made it look from the outside that the company is splitting into two, a product localized for India and another for the rest of the world. However, Zarringhalam said that the company plans to replicate its approach — payments and more — in other markets.

“It could be based on acquisitions or partners, time will tell,” he said. “But our plan is to develop this for all markers where our market penetration is high and the market dynamics are right.”

Truecaller has raised over $90 million from investors to date, according to Crunchbase. TechCrunch reported in 2015 that it was in talks to raise $100 million at a valuation of around $1 billion, but a deal never happened. Truecaller has instead raised capital from Swedish investment firm Zenith.

from TechCrunch

Southeast Asia-based internet firm Sea is raising $400 million through the sale of notes in what would be its first fundraising activity since it went public via in an October 2017 IPO that raised over $1 billion.

The Singapore-based company, formerly known as Garena, said that the senior note offering will put toward general costs and business expansion. Long-time investor Tencent is expected to buy up $50 million of the notes on offer, and the offering itself could be extended by a further $60 million.

Sea’s IPO was a landmark for Southeast Asia, where startup exits are few and far between, but the company hasn’t exactly set Wall Street on fire since making its public bow. Its share price is $16.40 at the time of writing, having debuted at $15. It has risen thanks to gains over the past month following its most recent earnings but initially the company spent a lot of time priced under $15.

Sea share price, via Yahoo Finance

So what got investors excited? In short, signs of growth.

Revenue for Q1 jumped 81 percent year-on-year as its Shopee e-commerce service doubled its GMV and the firm’s AirPay payment unit quadrupled its transaction volume, but ultimately the business remains unprofitable. Losses jumped from $73 million to $216 million and Sea’s cost of revenue more than doubled, indicating that it is still chasing growth for its businesses.

While AirPay and Shopee, which competes with the likes of Alibaba-owned Lazada for the attention of Southeast Asia’s 600 million consumers, are growing, the same can’t be said of Sea’s main business. It rose to prominence selling games via its Garena service, with Tencent a particular ally here, but that business is seeing new user growth flatten and and revenue gains slow.

It makes sense that Sea is playing up its digital business since the big opportunity in Southeast Asia is e-commerce, as evidenced by Alibaba’s recent double-down on Lazada — which it first bought a majority stake in for $1 billion in 2016. Alibaba invested $1 billion more in 2017 and then a further $2 billion in March to increase its ownership. It also installed a number of its own executives in a bid to help Lazada grow its business and the overall e-commerce industry in Southeast Asia, too.

A much-cited report co-authored by Google forecasts that e-commerce in Southeast Asia will surpass $88 billion by 2025. That’s up from an estimated $10.9 billion in 2017.

Sea said previously that it expects Shopee to reach $8.2-$8.7 billion in GMV in 2018, a increase that’s potentially as high as 112 percent year-on-year. That’s up on its previous guidance of $7.5-$8 billion but, since it is GMV, it doesn’t translate to direct revenue for the company itself. Sea had previously boosted Shopee by allowing a high burn rate to fund merchant and buyer promotions. It only began to monetize the service last year.

from TechCrunch

Grab, the ride-hailing firm that acquired Uber’s Southeast Asia business earlier this year, is raising a new round of funding and it just announced that it will be led by Toyota, which is committing $1 billion in capital. The deal values Grab at $10 billion, a source close to the company told TechCrunch.

In return for its capital, Toyota will also get a board seat and the opportunity to place an executive within Grab’s team. Grab said it plans to work with its new investor “to create a more efficient transport network that will ease traffic congestion in Southeast Asia’s megacities” and help its drivers increase their income. In particular, that will involve close collaboration with the Toyota Mobility Service Platform (MSPF), which is working on areas such as user-based insurance, new types of financial packages and predictive car maintenance.

“Going forward, together with Grab, we will develop services that are more attractive, safe and secure for our customers in Southeast Asia,” said Toyota executive vice president Shigeki Tomoyama in a statement.

Toyota put money into Grab via its Next Technology Fund last year, but this time around the capital comes directly from the parent company. Hyundai is another automotive firm that has backed Grab.

The new round follows a $2.5 billion investment that was jointly led by SoftBank and China’s Didi, two long-time investors put an initial $2 billion up for the round last year. That round quietly closed at the start of 2018, Grab has confirmed but so far it hasn’t said who put up the additional money.

The company’s valuation had been $6 billion but, unsurprisingly since the Uber deal, it has jumped by a further $4 billion based on Toyota’s investment.

Grab now claims over 100 million downloads of its app across eight countries in Asia, including Singapore, Indonesia, Vietnam, Thailand and more. The firm said its annual revenue run rate has now surpassed $1 billion, although it declined to provide profit or loss numbers.

While it did remove Uber from the region by acquiring its business — although the deal didn’t go as smoothly as had planned — that exit prompted new entrants to jump into the region with Indonesia’s Go-Jek, in particular, looking like the key foe. Go-Jek, which is valued at some $4.5 billion, recently announced plans to expand to four new markets having itself raised a significant $1.5 billion round.

Aside from competition, Singapore-based Grab has kept its busy in recent years expanding its services from point-to-point taxis and private car hailing to include mobile payments, food delivery and dock-less bicycles. Earlier this month it officially unveiled Grab Ventures, a unit focused on helping building out an ecosystem through investment and mentoring.

Grab Ventures is not a VC arm, but it does plan to make 8-10 investments over the next two years while it will also open an accelerator program for “growth-stage” startups — although that doesn’t include equity investments for cash. The division will also focus on incubating new business ideas, which include its recently launched Grab Cycles product which aggregates on-demand bikes from a range of companies.

from TechCrunch