Tag Archive for: IT

Bite Ninja scoops up pre-seed funding to reimagine restaurant working environments

Will Clem knows all too well about restaurant workers not showing up for a shift. At least one person would have car trouble or need to stay home with sick children, and it became a common occurrence on the weekends for the co-founder of Memphis Meats and owner of Baby Jacks BBQ in Memphis.

Needing to fill a shift one Friday night, Clem decided to prop his laptop in the drive-thru lane of one of his restaurants and took orders from home by remoting into the system. No one noticed that he wasn’t actually taking orders from the kitchen itself. Thus came the idea for Bite Ninja, a remote hiring technology platform for restaurants.

Clem connected with Orin Wilson to start the company in 2020 and worked for a year on the technology before launching it in March. Today, the company announced $675,000 in pre-seed funding led by Y Combinator, AgFunder and Manta Ray.

With many restaurants unable to find workers as a result of the global pandemic, Clem and Wilson wanted to build a technology that would enable restaurants to go back to normal operating hours, or even reopen their stores. At the same time, the workers, or “Ninjas” as they are referred to, can work the drive-thru or counter for a lunch or dinner rush shift from home, but appear on-screen to customers via menu boards, Wilson said.

Bite Ninja drive-thru. Image Credits: Bite Ninja

“When a restaurant is slammed, you need an army of people to work the rush, but it is not reasonable to ask them to get in their uniform and get in their cars, last-minute, to clock in for just an hour or two,” he added. “They have control of their schedule and can pick the right shift for them. It is so popular that we typically have five to 10 people bidding on each shift.”

Bite Ninja is providing a better experience and reaches potential workers that would not necessarily have an interest in performing fast food work. Many of the 3,000 Ninjas already working with the company are stay-at-home moms and retirees with customer service experience, but who can’t physically come into a store, Clem said. In addition, the company is working with the Nurse-Family Partnership to help women get back into the workforce.

The company initially ran three pilot programs and has expanded services to curbside and front cashier stations. The funding will enable Bite Ninja to scale initiatives, hire additional software engineers and prepare for a rollout at national food chains.

Since launching earlier this year, Bite Ninja is already being used in a few thousand stores.

Manuel Gonzalez, partner at AgFunder, said restaurants are a big part of entrepreneurship, but the pandemic forced more than 110,000 of them out of business.

“Bite Ninja’s solution is one that decreases costs to restaurant owners, but increases the income of the worker,” he said. “It also helps entrepreneurs and the community because restaurants are important for economic, cultural, community and social points of view.”

 

E-commerce-as-a-service platform Cart.com picks up $98M to give brands scaling tools

Cart.com, a Houston-based company providing end-to-end e-commerce services, brought in its third funding round this year, this time a $98 million Series B round to bring its total funding to $143 million.

Oak HC/FT led the new round of funding and was joined by PayPal Ventures, Clearco, G9 Ventures, Mercury Fund, Valedor Partners and Arsenal Growth. Strategic investors in the Series B include HeyDay CEO Sebastian Rymarz and Casper CEO Philip Krim. This new round follows a $25 million Series A round, led by Mercury and Arsenal in July, and a $20 million seed round from Bearing Ventures.

Cart.com CEO Omair Tariq, who was previously an executive at Home Depot and COO of Blinds.com, co-founded the company in September 2020 with Jim Jacobson, former CEO of RTIC Outdoors.

Tariq told TechCrunch that the company provides software, services and infrastructure to small businesses so they can scale online. Cart.com is taking the best parts of selling direct-to-consumer on marketplaces like Amazon and Shopify to create value for brands. Tariq said he is pioneering the term “e-commerce-as-a-service” to bring together under one platform a suite of business tools like store software, marketing, fulfillment, payments and customer service.

“We see the power of having an interconnected platform,” Tariq said. “There also needs to be a hybrid between selling direct-to-consumer on Amazon and Shopify for companies that don’t have the money to pay for a percentage of their sales and receive no access to customers or data, and needing 20 different plug-ins that are not connected.”

Cart.com went after the new funding after seeing validation of its idea: brands coming to them wanting more products and services, which led to acquisitions. The company has acquired seven companies so far, including — AmeriCommerce, SpaceCraft Brands and, more recently, Dumont Project and Sauceda Industries. Tariq is planning for another three or four by the end of the year.

In addition, it received inbound interest from strategic investors, like Oak and PayPal, which Tariq said was going to enable the company “to be more successful faster.”

Allen Miller, principal at Oak HC/FT, said after spending time with Tariq to understand his vision about Cart.com’s software, payments and services, he felt that the company was doing something that didn’t exist in today’s commerce infrastructure.

He said that Cart.com is well positioned to help companies, like those with $1 million in sales, stay focused on growing the business while Cart.com stitches together all of the tools for them to operate in the background.

“It’s a unique offering to merchants that has a high value proposition,” Miller said. “The vision and drive that Omair and Jim have, along with an inspiring mission they want to achieve — to be brand-centric and help the next generation of merchants. These guys also have a good playbook on finding companies and teams to acquire, as well as handling the post M&A to have everyone on one platform.”

The new financing will enable Cart.com to further invest in technology development and to increase headcount by at least 15 times, with plans to go from fewer than two dozen employees to more than 300 team members by the end of the year. The company has nearly 70 jobs posted on its website for positions in engineering, technology, digital marketing and e-commerce. Tariq also expects half of the funds to go toward more acquisitions.

Cart.com currently serves over 2,000 e-commerce brands, including GNC, Haymaker Coffee, KeHE and Gravatiq, and processes more than $700 million in gross merchandise value per year. The company saw revenue increase 400% since the platform’s launch in November.

In addition, the company has nine fulfillment centers across the country, and is increasing its access to reach 80% of the U.S. population with two-day shipping, Tariq added.

“We are giving the power back to brands by giving them what they need to operate e-commerce,” he said. “There are still a few pieces to fill in so brands have a unified experience, but with us, they can add fulfilment, marketing or customer conversion tools with the click of a couple of buttons.”

 

Former Snap employees raise $9M for Trust, emerging from beta to level marketing playing field

Trust wants to give smaller businesses the same advantages that large enterprises have when marketing on digital and social media platforms. It came out of beta with $9 million in seed funding from Lerer Hippeau, Lightspeed Venture Partners, Upfront Ventures and Upper90.

The Los Angeles-based company was started in 2019 by a group of five Snap alums working in various roles within Snap’s revenue product strategy business. They were building tools for businesses to fund success with digital marketing, but kept hearing from customers about the advantage big advertisers had over smaller ones — the ability to receive good payment terms, credit lines, as well as data and advice.

Aiming to flip the script on that, the group created Trust, which is a card and business community to help digital businesses navigate the ever-changing pricing models to market online, receive the same incentives larger advertisers get and make the best decision of where their marketing dollars will reach the furthest.

Trust dashboard

Trust does this in a few ways: Its card, built in partnership with Stripe, enables businesses to increase their buying power by up to 20 times and have 45 days to make payments on their marketing investments, CEO James Borow told TechCrunch. Then as part of its community, companies share knowledge of marketing buys and data insights typically reserved for larger advertisers. Users even receive news via their dashboard around their specific marketing strategy, he added.

“The ad platforms are a wall of gardens, and most people don’t know what is going on inside, so our customers work together to see what is going on,” Borow said.

The growth of e-commerce is pushing more digital marketing investments, providing opportunity for Trust to be a huge business, Borow said. E-commerce sales in the U.S. grew by 39% in the first quarter, while digital advertising spend is forecasted to increase 25% this year to $191 billion. Meanwhile, Google, Facebook, Snapchat and Twitter all recently reported rapid growth in their year-over-year advertising revenues, Borow said.

The new funding will go toward increasing the company’s headcount.

“We have active customers on the platform, so we wanted to ramp up hiring as soon as we went into general release,” he added. “We are leaving beta with 25 businesses and a few hundred on our waitlist.”

That list will soon grow. In addition to the funding round, Trust announced a strategic partnership with social shopping e-commerce platform Verishop. The company’s 3,500 merchants will receive priority access to the Trust card and community, Borow said.

Andrea Hippeau, partner at Lerer Hippeau, said she knew Borow from being an investor in his previous advertising company Shift, which was acquired by Brand Networks in 2015.

When Borow contacted Lerer about Trust, Hippeau said this was the kind of offering that would be applicable to the firm’s portfolio, which has many direct-to-consumer brands, and knew marketing was a huge pain point for them.

“Digital marketing is important to all brands, but it is also a black box that you put marketing dollars into, but don’t know what you get,” she said. “We hear this across our portfolio — they spend a lot of money on ad platforms, yet are treated like mom-and-pop companies in terms of credit. When in reality Casper is outspending other companies by five times. Trust understands how important marketing dollars are and gives them terms that are financially better.”

 

Upscribe, raising $4M, wants to drive subscription-first DTC brand growth

Upscribe founder and CEO Dileepan Siva watched the retail industry make a massive shift to subscription e-commerce for physical products over the past decade, and decided to get in it himself in 2019.

The Los Angeles-based company, developing subscription software for direct-to-consumer e-commerce merchants, is Siva’s fourth startup experience and first time as founder. He closed a $4 million seed round to go after two macro trends he is seeing: buying physical products, like consumer-packaged goods, on a recurring basis, and new industries offering subscriptions, like car and fashion companies.

Merchants use Upscribe’s technology to drive subscriber growth, reduce churn and enable their customers to personalize a subscription experience, like skipping shipments, swapping out products and changing the order frequency. Brands can also feature products for upsell purposes throughout the subscriber lifecycle, from checkout to post-purchase.

Upscribe also offers APIs for merchants to integrate tools like Klaviyo, Segment and Shopify — a new subscription offering for checkouts.

Uncork Capital led the seed round and was joined by Leaders Fund, The House Fund, Roach Capitals’ Fahd Ananta and Shippo CEO Laura Behrens Wu.

“As the market for D2C subscriptions booms, there is a need for subscription-first brands to grow and scale their businesses,” said Jeff Clavier, founder and managing partner of Uncork Capital, in a written statement. “We have spent a long time in the e-commerce space, working with D2C brands and companies who are solving common industry pain points, and Upscribe’s merchant-centric approach raised the bar for subscription services, addressing the friction in customer experiences and enabling merchants to engage subscribers and scale recurring revenue growth.”

Siva bootstrapped the company, but decided to go after venture capital dollars when Upscribe wanted to create a more merchant-centric approach, which required scaling with a bigger team. The “real gems are in the data layer and how to make the experience exceptional,” he added.

The company is growing 43% quarter over quarter and is close to profitable, with much of its business stemming from referrals, Siva said. It is already working with customers like Athletic Greens, Four Sigmatic and True Botanicals and across multiple verticals, including food and beverage, health and wellness, beauty and cosmetics and home care.

The new funding will be used to “capture the next wave of brands that are going to grow,” he added. Siva cites the growth will come as the DTC subscription market is forecasted to reach $478 billion by 2025, and 75% of those brands are expected to offer subscriptions in the next two years. As such, the majority of the funding will be used to bring on more employees, especially in the product, customer success and go-to-market functions.

Though there is competition in the space, many of those are focused on processing transactions, while Siva said Upscribe’s approach is customer relationships. The cost of acquiring new customers is going up, and subscription services will be the key to converting one-time buyers into loyal customers.

“It is really about customer relationships and the ongoing engagement between merchants and subscribers,” he added. “We are in a different world now. The first wave could play the Facebook game, advertising on social media with super low acquisition and scale. That is no longer the case anymore.”

 

Salesforce’s Kathy Baxter is coming to TC Sessions: SaaS to talk AI

As the use of AI has grown and developed over the last several years, companies like Salesforce have tried to tap into it to improve their software and help customers operate faster and more efficiently. Kathy Baxter, principal architect for the ethical AI practice at Salesforce will be joining us at TechCrunch Sessions: SaaS on October 27th to talk about the impact of AI on SaaS.

Baxter, who has more than 20 years of experience as a software architect, joined Salesforce in 2017 after more than a decade at Google in a similar role. We’re going to tap into her expertise on a panel discussing AI’s growing role in software.

Salesforce was one of the earlier SaaS adherents to AI, announcing its artificial intelligence tooling, which the company dubbed Einstein, in 2016. While the positioning makes it sound like a product, it’s actually much more than a single entity. It’s a platform component, which the various pieces of the Salesforce platform can tap into to take advantage of various types of AI to help improve the user experience.

That could involve feeding information to customer service reps on Service Cloud to make the call move along more efficiently, helping salespeople find the customers most likely to close a deal soon in the Sales Cloud or helping marketing understand the optimal time to send an email in the Marketing Cloud.

The company began building out its AI tooling early on with the help of 175 data scientists and has been expanding on that initial idea since. Other companies, both startups and established companies like SAP, Oracle and Microsoft have continued to build AI into their platforms as Salesforce has. Today, many SaaS companies have some underlying AI built into their service.

Baxter will join us to discuss the role of AI in software today and how that helps improve the operations of the service itself, and what the implications are of using AI in your software service as it becomes a mainstream part of the SaaS development process.

In addition to our discussion with Baxter, the conference will also include Databricks’ Ali Ghodsi, UiPath’s Daniel Dines, Puppet’s Abby Kearns, and investors Casey Aylward and Sarah Guo, among others. We hope you’ll join us. It’s going to be a stimulating day.

Buy your pass now to save up to $100, and use CrunchMatch to make expanding your empire quick, easy and efficient. We can’t wait to see you in October!

Is your company interested in sponsoring or exhibiting at TC Sessions: SaaS 2021? Contact our sponsorship sales team by filling out this form.

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OwnBackup reels in $240M Series E on $3.35B valuation, up from $1.4B in January

OwnBackup, the late stage startup that helps companies in the Salesforce ecosystem back up their data, announced a $240 million Series E today at a $3.35 billion valuation. The latter is up from $1.4 billion in January when the company announced a $167.5 million Series D.

Alkeon Capital and B Capital Group co-led today’s investment, which also included BlackRock Private Equity Partners and Tiger Global along with existing investors Insight Partners, Salesforce Ventures, Sapphire Ventures and Vertex Ventures. The company has now raised close to $500 million, over $455 million coming since last July.

That’s a lot of capital, but OwnBackup CEO Sam Gutmann says that as the Salesforce ecosystem has grown, which includes not only Salesforce itself, but companies like Veeva and nCino, business has been booming, growing 100% year-over-year since 2018. That kind of growth gets investor attention and Gutmann reported a lot of inbound investor interest in this round.

What’s more, the company announced that it will now support the same type of backup for Microsoft Dynamics 365 customers, thereby greatly expanding its potential market. “We’re also announcing that we are expanding into the Microsoft ecosystem specifically around Microsoft Dynamics 365’s huge ecosystem. I think it’s the second largest B2B SaaS ecosystem beyond Salesforce. We’re just getting started there, but super excited about the opportunity,” he said.

The company also sees the opportunity to grow the business through acquisition. Over the last year, it bought two small companies, but he says that was more focussed on acquiring specific talent to develop the platform, while future acquisitions could be more focussed on expanding the business itself. He certainl

As the company takes on this kind of investment, Gutmann sees an IPO possibility at some point in the future, but for now he’s concentrating on growth. “We’re not focused on exiting. We’ve really focused on developing what is already a huge market and growing into an even bigger market, continuing to expand with a business that has great unit economics and continues to grow nicely,” he said.

The company has ballooned to 500 employees this year with plans to double that number in the next year. As he does that, Gutmann says that hiring in general is challenging, but he is always looking to find ways to diversify his workforce. “It’s really, really hard. Our hiring managers definitely focus on [diversity], but at the end of the day, we want the best employees for the job. I think we’ve made a lot of strides. We’re working with one of our largest investors Insight, who is co-sponsoring a program to train, more on the junior side, some underrepresented minorities in technical fields and bring them on as full time employees after that program,” Gutmann said.

Gutmann says his offices have remained open throughout the pandemic, but nobody was required to come in. In fact, he says that his company is one of the few that has actually added office space to make it easier to distance. The company, which is located in New Jersey, has also expanded space outdoors for working outside when the weather permits.

CommandBar raises $4.8M to make web-based apps searchable

James Evans and his co-founders at CommandBar were working on a software product when they hit a wall while trying to access certain functionalities within the software.

That’s when the lightbulb moment happened and, in 2020, the team shifted to building a product search engine add-on to make software easier to use.

“We thought this paradigm feels like it could be useful, but it is hard to build well, so we built it,” Evans told TechCrunch.

On Monday, CommandBar emerged from beta and announced its $4.8 million seed round, led by Thrive Capital, with participation from Y Combinator, BoxGroup and a group of angel investors including, AngelList’s Naval Ravikant, Worklife Ventures’ Brianne Kimmel, StitchFix president Mike Smith and others.

CommandBar’s business-to-business tool, referred to as “command k,” was designed to make software simpler and faster to use. The technology is a search interface that sits on top of web-based apps so that users can access functionalities by searching simple keywords. It can also be used to boost new users with recommended prompts like referrals.

CommandBar in Clubhouse. Image Credits: CommandBar

Companies integrate CommandBar by pasting in a line of code and using configuration tools to quickly add commands relevant to their apps. The product was purposefully designed as low-code so that product and customer success teams can add configurations without relying on engineering support, Evans said.

Initially, it was a difficult sell: One of the more challenging parts in the early days of the company was helping customers and investors understand what CommandBar was doing.

“It was hard to describe over the phone, we had to try to get people on Zoom so they could see it,” he said. “It is easier now to sell the product because they can see it being used in an app. That is where many new users come from.”

CommandBar is already being used by companies like Clubhouse.io, Canix and Stacker that are serving hundreds of thousands of users. The most common use case for CommandBar so far is onboarding new software users.

He intends to use the new funding to grow the team, hiring across engineering, sales and marketing. The beta testing was successful in receiving good feedback from the early customers, and Evans wants to reflect that in new products and functionalities that will come out later this year.

Vince Hankes, an investor at Thrive Capital, was introduced to CommandBar through one of its pre-seed investors.

His interest is in B2B software companies and applications, and one of the things that became obvious to him while looking into the space was the natural tension between the simplicity and functionality of apps.

Apps are sometimes hard for even a power user to navigate, he said, but CommandBar makes something as simple as resetting a password easier by being able to search for that term and go right to that page if it is configured that way by the company.

“The types of companies interested in their product are impressive,” Hankes said. “We began to see demand from a broad range of companies that weren’t obvious. In fact, they are using CommandBar as a tool for deeper customer engagement.”

 

Work-Bench will continue supporting early-stage enterprise startups with new $100M fund

In spite of the pandemic, New York City remains the center of commerce and business, and over the last decade a robust startup community has developed there. Work-Bench, the NYC VC firm that concentrates on early-stage enterprise seed investments, announced its $100 million Fund 3 this morning.

The company started back in 2013, when most investment was still concentrated in Silicon Valley, but founders Jonathan Lehr and Jessica Lin believed there was room for a new firm in NYC that concentrated on writing first checks for enterprise startups. The founding team knew IT and believed that with the concentration of Fortune 500 companies in the city, they could build something that took advantage of that proximity.

The bet has paid off in a big way with investments in successful startups like Cockroach Labs, Catalyst, Dialpad and FireHydrant (all companies TechCrunch has covered). Big exits include CoreOs, which Red Hat acquired for $250 million in 2018.

Writing in a blog post announcing the new fund, Lehr and Lin said their initial idea has grown far beyond anything they could have hoped for in those early days. “By utilizing our deep corporate network of Fortune 500 customers here in NYC, we can get conviction in companies early on, and before they have the metrics other VC firms require. It’s also through this network of customers that we can land critical early customer logos and through our extensive community events and playbooks that we can enable pivotal knowledge sharing,” the two founders wrote.

Lehr says, even with the pandemic, which could have allowed it to expand its reach, the company is mostly sticking to its NYC focus with the majority of investments based there. “This may sound ironic, but while businesses went virtual, the pandemic reinforced our focus on New York City. Our city was hit first and hardest by COVID, but despite it all, VC funding activity for local enterprise startups actually increased substantially during the pandemic. Along with that, with so many Fortune 500s in NYC all going through accelerated digital transformation during the pandemic, there was a ton of work to be done and numerous customer opportunities right here in our own backyard,” Lehr said.

He says that the $47 million Fund 2 portfolio was deployed to 70% NYC-based startups, and he predicts that Fund 3 will have a similar composition, if not slightly more concentrated in New York.

The company didn’t just decide to write first checks though, it tried to build the community by offering workspace in their offices where early-stage companies could feed off one another (at least until the pandemic came along). The founders have also offered events where various speakers came to their offices, hosting hundreds of events since inception, while going virtual when the pandemic closed down in-person gatherings.

Lehr says as the company deploys Fund 3 money, it is looking for ways to invest in a more diverse group of founders. “Right now, 20% of our portfolio is made up of women founders. While we are proud of that number within an enterprise context, we believe there is so much room for improvement. As we’ve learned, deal flow doesn’t become diverse on its own — you need to make it diverse, which is why we place a huge emphasis on identifying and amplifying the voices of women and diverse founders within our own Investment Committee meetings and across the rest of the VC and enterprise tech community.”

The company will continue to look at enterprise startups, particularly in New York City, as it looks to distribute these new funds.

Buildots raises $30M to put eyes on construction sites

One year after raising $16 million, construction technology company Buildots is back to claim another $30 million, this time in Series B funding.

Lightspeed Venture Partners led the round, with participation from previous investors TLV Partners, Future Energy Ventures, Tidhar Construction Group and Maor Investments. This gives the company $46 million in total funding, Roy Danon, co-founder and CEO of Buildots, told TechCrunch.

The three-year-old company, with headquarters in Tel Aviv and London, is leveraging artificial intelligence computer vision technology to address construction inefficiencies. Danon said though construction accounts for 13% of the world’s GDP and employs hundreds of millions of people, construction productivity continues to lag, only growing 1% in the past two decades.

Danon spent six months on construction sites talking to workers to understand what was happening and learned that control was one of the areas where efficiency was breaking down. While construction processes would seem similar to manufacturing processes, building to the design or specs didn’t happen often due to different rules and reliance on numerous entities to get their jobs done first, he said.

Buildots’ technology is addressing this gap using AI algorithms to automatically validate images captured by hardhat-mounted 360-degree cameras, detecting immediately any gaps between the original design, scheduling and what is actually happening on the construction site. Project managers can then make better decisions to speed up construction.

“It even finds events where contractors are installing out of place and streamline payments so that information is transparent and clear,” Danon said. “Buildots also creates a collaborative environment and trust by having a single source telling everyone what is going on. There is no more blaming or cutting corners because the system validates that and also makes construction a healthier industry to work in.”

Buildots went after new funding once it was able to show product market fit and was expanding into other countries. The platform is being utilized on major building projects in countries like the U.S., U.K., Germany, Switzerland, Scandinavia and China. To meet demand, Buildots will use the new funding to continue that expansion; double the size of its global team with a focus on sales, marketing and R&D; and grow on the business side. Danon’s aim is “to get to the point where we are the standard for every construction site.” The company is also looking at areas outside construction where its technology would be applicable.

Tal Morgenstern, partner at Lightspeed Venture Partners, said he keeps an eye on graduates of the Israel Defense Forces, where the three Buildots founders came from. However, in the case of this company, Lightspeed actually passed on both the seed and Series A.

Morgenstern admits the decision was a mistake, but at the time, he thought the technology Buildots was trying to build “first, impossible and second, I knew construction was difficult to sell into.” He felt that Buildots, with such a premium product, would have a challenge selling to a low-margin industry that was late to adopt technology in general.

By the time the Series B came round, he said Buildots had solved both of those issues, proving that it works, but also that customers were adopting the technology without much sales and marketing. In addition, other solutions in construction tech were still relying on lasers or people to manually input or tap photos.

“Buildots is seamlessly capturing images and providing a level of insights that is so high, and that is why the company is able to command the price structure they have and are receiving interesting commercial results,” Morgenstern said.

Walking around today’s construction site, Danon said the adoption of technology is enabling Buildots to move quickly to build processes for the industry.

As such, the company saw more than 50% growth quarter over quarter over the past year in three of the countries in which it operates. It is now working with four of the top 10 construction companies in Europe and around the world.

“We did a good job selling remotely, but now we need local offices,” Danon added. “We are also sitting on piles of data from construction sites. We learn from one project to another and want to look for the challenges where data will help make a financial impact. It’s a natural next step for the company.”

 

Enterprise AI 2.0: The acceleration of B2B AI innovation has begun

Two decades after businesses first started deploying AI solutions, one can argue that they’ve made little progress in achieving significant gains in efficiency and profitability relative to the hype that drove initial expectations.

On the surface, recent data supports AI skeptics. Almost 90% of data science projects never make it to production; only 20% of analytics insights through 2022 will achieve business outcomes; and even companies that have developed an enterprisewide AI strategy are seeing failure rates of up to 50%.

But the past 25 years have only been the first phase in the evolution of enterprise AI — or what we might call Enterprise AI 1.0. That’s where many businesses remain today. However, companies on the leading edge of AI innovation have advanced to the next generation, which will define the coming decade of big data, analytics and automation — Enterprise AI 2.0.

The difference between these two generations of enterprise AI is not academic. For executives across the business spectrum — from healthcare and retail to media and finance — the evolution from 1.0 to 2.0 is a chance to learn and adapt from past failures, create concrete expectations for future uses and justify the rising investment in AI that we see across industries.

Two decades from now, when business leaders look back to the 2020s, the companies who achieved Enterprise AI 2.0 first will have come to be big winners in the economy, having differentiated their services, scooped up market share and positioned themselves for ongoing innovation.

Framing the digital transformations of the future as an evolution from Enterprise AI 1.0 to 2.0 provides a conceptual model for business leaders developing strategies to compete in the age of automation and advanced analytics.

Enterprise AI 1.0 (the status quo)

Starting in the mid-1990s, AI was a sector marked by speculative testing, experimental interest and exploration. These activities occurred almost exclusively in the domain of data scientists. As Gartner wrote in a recent report, these efforts were “alchemy … run by wizards whose talents will not scale in the organization.”