Jitsu nabs $2M seed to build open-source data integration platform

Jitsu, a graduate of the Y Combinator Summer 2020 cohort, is developing an open-source data integration platform that helps developers send data to a data warehouse. Today, the startup announced a $2 million seed investment.

Costanoa Ventures led the round with participation from Y Combintaor, The House Fund and SignalFire.

In addition to the open-source version of the software, the company has developed a hosted version that companies can pay to use, which shares the same name as the company. Peter Wysinski, Jitsu’s co-founder and CEO, says a good way to think about his company is an open-source Segment, the customer data integration company that was recently sold to Twilio for $3.2 billion.

But, he says, it goes beyond what Segment provides by allowing you to move all kinds of data, whether customer data, connected device data or other types. “If you look at the space in general, companies want more granularity. So let’s say for example, a couple years ago you wanted to sync just your transactions from QuickBooks to your data warehouse, now you want to capture every single sale at the point of sale. What Jitsu lets you do is capture essentially all of those events, all of those streams, and send them to your data warehouse,” Wysinski explained.

Among the data warehouses it currently supports are Amazon Redshift, Google BigQuery, PostGres and Snowflake.

The founders built the open-source project called EventNative to help solve problems they themselves were having moving data around at their previous jobs. After putting the open-source version on GitHub a few months ago, they quickly attained 1,000 stars, proving that they had delivered something that solved a common problem for data teams. They then built the hosted version, Jitsu, which went live a couple of weeks ago.

For now, the company is just the two co-founders, Wysinski and CTO Vladimir Klimontovich, but they intend to do some preliminary hiring over the next year to grow the company, most likely adding engineers. As they begin to build out the startup, Wysinski says that being open source will help drive diversity and inclusion in their hiring.

“The goal is essentially to go after that open-source community and hire people from anywhere because engineers aren’t just […] one color or one race, they’re everywhere, and being open source, and especially being in a remote world, makes it so, so much simpler [to build a diverse workforce], and a lot of companies I feel are going down that road,” he said.

He says along that line, the plan is to be a fully remote company, even after the pandemic ends, as they hire from anywhere. The goal is to have quarterly offsite meetings to check in with employees, but do the majority of the work remotely.

Welcome raises $6M to help your company hire and keep employees

Welcome, the HR software that helps organizations make and close offers to new candidates, announced the close of a $6 million seed round today, led by FirstMark Capital. Participating investors include Ludlow Ventures, Nat Turner and Zach Weinberg, and Keenan Rice and Ben Porterfield (which were existing investors), as well as a wide array of angels.

TechCrunch last covered Welcome in August, when it announced a $1.4 million funding round. That the startup was able to raise more as quickly as it has is testament to how hot the early-stage venture capital market is today, and likely an endorsement of Welcome’s economic profile and recent growth.

Past the new capital, Welcome is also launching a new product today called Total Rewards, which helps not just new candidates but also existing employees get a complete, easy-to-understand picture of their compensation, across salary, benefits, equity, etc.

But let’s back up.

Welcome was founded in 2019 by Nick Gavronsky and Rick Pereira, with a mission to help organizations close offers on candidates by providing a much clearer picture of compensation, particularly around equity. Co-founder and CEO Nick Gavronsky explained that many candidates don’t truly understand the value of the equity they’re offered, or how it works.

“A lot of recruiting teams aren’t well-equipped to use it as a selling tool and explain it effectively and showcase the value to candidates to help them think about their ownership at the company,” he added.

Image Credits: Welcome

Welcome allows companies to organize their compensation offers based on level and position, and deliver that information digitally to candidates in a way that makes sense.

The startup integrates with a variety of other software providers, including Slack, Lever, Greenhouse, ADP and Justworks to name a few, simplifying onboarding for Welcome clients and bringing a broad array of information into one place.

Offers sent through Welcome show a description of the role, equity details, total compensation and even include a welcome note and video. This is in stark contrast to the black and white legal PDF often sent to candidates.

Image Credits: Welcome

The next phase for the company comes in the form of the launch of Total Rewards, which is meant to help retain existing employees, helping them understand their compensation value and their potential at the company.

“Painting a better picture becomes a pre-retention tool,” said Gavronsky. “An employee will sometimes leave thousands of dollars on the table because they don’t understand what they’re walking away from. A lot of times companies will wait until that person is going to resign. Let me now bring up all the things that are great about our company and talk through your stock options. But the decision’s already made. So we wanted something that we can kind of put in with performance reviews.”

Welcome also has plans to offer a third product pillar in the form of real-time accurate industry-wide compensation data, helping companies understand where they fit into the larger ecosystem with regards to compensation.

Thus far, Welcome has 40 companies on the platform, including Uncork and Betterment, with hundreds on the waitlist, according to the co-founders. The company plans to use the funding to build out the team and the product.

Google acquires Actifio to step into the area of data management and business continuity

In the same week that Amazon is holding its big AWS confab, Google is also announcing a move to raise its own enterprise game with Google Cloud. Today the company announced that it is acquiring Actifio, a data management company that helps companies with data continuity to be better prepared in the event of a security breach or other need for disaster recovery. The deal squares Google up as a competitor against the likes of Rubrik, another big player in data continuity.

The terms of the deal were not disclosed in the announcement; we’re looking and will update as we learn more. Notably, when the company was valued at over $1 billion in a funding round back in 2014, it had said it was preparing for an IPO (which never happened). PitchBook data estimated its value at $1.3 billion in 2018, but earlier this year it appeared to be raising money at about a 60% discount to its recent valuation, according to data provided to us by Prime Unicorn Index.

The company was also involved in a patent infringement suit against Rubrik, which it also filed earlier this year.

It had raised around $461 million, with investors including Andreessen Horowitz, TCV, Tiger, 83 North, and more.

With Actifio, Google is moving into what is one of the key investment areas for enterprises in recent years. The growth of increasingly sophisticated security breaches, coupled with stronger data protection regulation, has given a new priority to the task of holding and using business data more responsibly, and business continuity is a cornerstone of that.

Google describes the startup as as a “leader in backup and disaster recovery” providing virtual copies of data that can be managed and updated for storage, testing, and more. The fact that it covers data in a number of environments — including SAP HANA, Oracle, Microsoft SQL Server, PostgreSQL, and MySQL, virtual machines (VMs) in VMware, Hyper-V, physical servers, and of course Google Compute Engine — means that it also gives Google a strong play to work with companies in hybrid and multi-vendor environments rather than just all-Google shops.

“We know that customers have many options when it comes to cloud solutions, including backup and DR, and the acquisition of Actifio will help us to better serve enterprises as they deploy and manage business-critical workloads, including in hybrid scenarios,” writes Brad Calder, VP, engineering, in the blog post. :In addition, we are committed to supporting our backup and DR technology and channel partner ecosystem, providing customers with a variety of options so they can choose the solution that best fits their needs.”

The company will join Google Cloud.

“We’re excited to join Google Cloud and build on the success we’ve had as partners over the past four years,” said Ash Ashutosh, CEO at Actifio, in a statement. “Backup and recovery is essential to enterprise cloud adoption and, together with Google Cloud, we are well-positioned to serve the needs of data-driven customers across industries.”

Salesforce applies AI to workflow with Einstein Automate

While Salesforce made a big splash yesterday with the announcement that it’s buying Slack for $27.7 billion, it’s not the only thing going on for the CRM giant this week. In fact, Dreamforce, the company’s customer extravaganza, is also on the docket. While it is virtual this year, there are still product announcements aplenty, and today the company announced Einstein Automate, a new AI-fueled set of workflow solutions.

Sarah Franklin, EVP & GM of Platform, Trailhead and AppExchange at Salesforce, says that she is seeing companies facing a digital imperative to automate processes as things move ever more quickly online, being driven there even faster by the pandemic. “With Einstein Automate, everyone can change the speed of work and be more productive through intelligent workflow automation,” she said in a statement.

Brent Leary, principal analyst at CRM Essentials, says that combined, these tools are designed to help customers get to work more quickly. “It’s not only about identifying the insight, it’s about making it easier to leverage it at the right time. And this should make it easier for users to do it without spending more time and effort,” Leary told TechCrunch.

Einstein is the commercial name given to Salesforce’s artificial intelligence platform that touches every aspect of the company’s product line, bringing automation to many tasks and making it easier to find the most valuable information on customers, which is often buried in an avalanche of data.

Einstein Automate encompasses several products designed to improve workflows inside organizations. For starters, the company has created Flow Orchestrator, a tool that uses a low-code, drag and drop approach for building workflows, but it doesn’t stop there. It also relies on AI to provide help to suggest logical next steps to speed up workflow creation.

Salesforce is also bringing into the mix MuleSoft, the integration company it bought for $6.5 billion in 2018. Instead of processes like a mortgage approval workflow, the MuleSoft piece lets IT build complex integrations between applications across the enterprise and the Salesforce family of products more easily.

To make it easier to build these workflows, Salesforce is announcing the Einstein Automate collection page available in AppExchange, the company’s application marketplace. The collection includes more than 700 pre-built connectors so customers can grab and go as they build these workflows, and finally it’s updating the OmniStudio, their platform for generating customer experiences. As Salesforce describes it, “Included in OmniStudio is a suite of resources and no-code tools, including pre-built guided experiences, templates and more, allowing users to deploy digital-first experiences like licensing and permit applications quickly and with ease.”

Per usual with Salesforce Dreamforce announcements, the Flow Orchestrator being announced today won’t be available in beta until next summer. The MuleSoft component will be available in early 2021, but the OmniStudio updates and the Einstein connections collection are available today.

Salesforce announces new Service Cloud workforce planning tool

With a pandemic raging across many parts of the world, many companies have customer service agents spread out as well, creating a workforce management nightmare. It wasn’t easy to manage and route requests when CSAs were in one place, it’s even harder with many working from home.

To help answer that problem Salesforce is developing a new product called Service Cloud Workforce Engagement. Bill Patterson, EVP and General Manager for CRM Applications at Salesforce points out that with these workforces spread out, it’s a huge challenge for management to distribute work and keep up with customer volume, especially as customers have moved online during COVID.

“With Service Cloud Workforce Engagement, Salesforce will arm the contact center with a connected solution — all on one platform so our customers can remain resilient and agile no matter what tomorrow may bring,” Patterson said in a statement.

Like many Salesforce products, this one is made up of several key components to deliver a complete solution. For starters, there is Service Forecast for Customer 360, a tool that helps predict workforce requirements and uses AI to distribute customer service requests in a way that makes sense. This can help in planning at a time with a likely predictable uptick in service requests like Black Friday or Cyber Monday, or even those times when there is an unexpected spike.

Next up is Omnichannel Capacity Planning, which helps managers distribute CSAs across channels such as phone, messaging or email wherever they are needed most based on the demand across a given channel.

Finally, there is a teaching component that helps coach customer service agents to give the correct answer in the correct way for a given situation. “To increase agent engagement and performance, companies will be able to quickly onboard and continually train agents by delivering bite-size, guided learning paths directly in the agent’s workspace during their shift,” the company explained.

The company says that Service Cloud Workforce Engagement will be available in the first half of next year.

Fylamynt raises $6.5M for its cloud workflow automation platform

Fylamynt, a new service that helps businesses automate their cloud workflows, today announced both the official launch of its platform as well as a $6.5 million seed round. The funding round was led by Google’s AI-focused Gradient Ventures fund. Mango Capital and Point72 Ventures also participated.

At first glance, the idea behind Fylamynt may sound familiar. Workflow automation has become a pretty competitive space, after all, and the service helps developers connect their various cloud tools to create repeatable workflows. We’re not talking about your standard IFTTT- or Zapier -like integrations between SaaS products, though. The focus of Fylamynt is squarely on building infrastructure workflows. And while that may sound familiar, too, with tools like Ansible and Terraform automating a lot of that already, Fylamynt sits on top of those and integrates with them.

Image Credits: Fylamynt

“Some time ago, we used to do Bash and scripting — and then […] came Chef and Puppet in 2006, 2007. SaltStack, as well. Then Terraform and Ansible,” Fylamynt co-founder and CEO Pradeep Padala told me. “They have all done an extremely good job of making it easier to simplify infrastructure operations so you don’t have to write low-level code. You can write a slightly higher-level language. We are not replacing that. What we are doing is connecting that code.”

So if you have a Terraform template, an Ansible playbook and maybe a Python script, you can now use Fylamynt to connect those. In the end, Fylamynt becomes the orchestration engine to run all of your infrastructure code — and then allows you to connect all of that to the likes of DataDog, Splunk, PagerDuty Slack and ServiceNow.

Image Credits: Fylamynt

The service currently connects to Terraform, Ansible, Datadog, Jira, Slack, Instance, CloudWatch, CloudFormation and your Kubernetes clusters. The company notes that some of the standard use cases for its service are automated remediation, governance and compliance, as well as cost and performance management.

The company is already working with a number of design partners, including Snowflake

Fylamynt CEO Padala has quite a bit of experience in the infrastructure space. He co-founded ContainerX, an early container-management platform, which later sold to Cisco. Before starting ContainerX, he was at VMWare and DOCOMO Labs. His co-founders, VP of Engineering Xiaoyun Zhu and CTO David Lee, also have deep expertise in building out cloud infrastructure and operating it.

“If you look at any company — any company building a product — let’s say a SaaS product, and they want to run their operations, infrastructure operations very efficiently,” Padala said. “But there are always challenges. You need a lot of people, it takes time. So what is the bottleneck? If you ask that question and dig deeper, you’ll find that there is one bottleneck for automation: that’s code. Someone has to write code to automate. Everything revolves around that.”

Fylamynt aims to take the effort out of that by allowing developers to either write Python and JSON to automate their workflows (think ‘infrastructure as code’ but for workflows) or to use Fylamynt’s visual no-code drag-and-drop tool. As Padala noted, this gives developers a lot of flexibility in how they want to use the service. If you never want to see the Fylamynt UI, you can go about your merry coding ways, but chances are the UI will allow you to get everything done as well.

One area the team is currently focusing on — and will use the new funding for — is building out its analytics capabilities that can help developers debug their workflows. The service already provides log and audit trails, but the plan is to expand its AI capabilities to also recommend the right workflows based on the alerts you are getting.

“The eventual goal is to help people automate any service and connect any code. That’s the holy grail. And AI is an enabler in that,” Padala said.

Gradient Ventures partner Muzzammil “MZ” Zaveri echoed this. “Fylamynt is at the intersection of applied AI and workflow automation,” he said. “We’re excited to support the Fylamynt team in this uniquely positioned product with a deep bench of integrations and a non-prescriptive builder approach. The vision of automating every part of a cloud workflow is just the beginning.”

The team, which now includes about 20 employees, plans to use the new round of funding, which closed in September, to focus on its R&D, build out its product and expand its go-to-market team. On the product side, that specifically means building more connectors.

The company offers both a free plan as well as enterprise pricing and its platform is now generally available.

With Hyperforce, Salesforce lets you move your data to any public cloud

For much of its existence, Salesforce was a cloud service on its own with its own cloud resources available for its customers, but as the company and cloud computing in general has evolved, Salesforce has moved some of its workloads to other clouds like AWS, Azure and Google. Now, it wants to allow customers to do the same.

To help facilitate that, the company announced Hyperforce today at its Dreamforce customer conference, a new architecture designed from the ground up to help customers deliver workloads to the public cloud of choice.

The idea behind Hyperforce is to enable customers to take all of the data in what Salesforce calls Customer 360 — that’s the company’s detailed view of the customer across channels, Salesforce products and even other systems outside the Salesforce family — and be able to store that in whichever public cloud you want in whatever region you happen to operate. For now, they are in India and Germany, but there are plans to add support for 10 additional countries over the next year.

Company president and CTO Bret Taylor introduced the new approach. “We call this new capability Hyperforce. Simply put, we’ve been working to enable us to deliver Salesforce on public cloud infrastructure all around the world,” Taylor said.

Holger Mueller, an analyst at Constellation Research, says the underlying architecture running the Salesforce system is long overdue for an overhaul. At over 20 years old, it’s been around a long time now, but Mueller says that it’s about more than modernizing. “The pandemic requires SaaS vendors to move their offerings from their own data centers to [public cloud] data centers, so they can offer both architectural and commercial elasticity to their customers,” he said.

Mueller added that by bringing Salesforce data into the public cloud, besides the obvious data sovereignty issues it solves, it bring all of the advantages of using public cloud resources.

“Salesforce can now offer both architectural and commercial elasticity to their customers. Commercial elasticity matters a lot to CIOs and CTOs these days because when your business slows down, you pay less, and when your business accelerates, then you can afford to pay more,” he said. He says that Salesforce is bringing an early generation SaaS product and pulling it into the modern age, something that is imperative at this point in the company’s evolution.

But while moving forward, Taylor was careful to point out that they rebuilt the system in such a way as to be fully backwards compatible, so you don’t have to throw out all of the applications and investment you’ve made over the years, something that most companies couldn’t afford to do.”For you developers out there, This is the most remarkable thing. It is 100% backwards compatible, your apps will work with no changes and you can benefit from all of this automatically,” he said.

The company will be rolling out Hyperforce over the next year and beyond as it opens in more regions.

Account Hijacking Site OGUsers Hacked, Again

For at least the third time in its existence, OGUsers — a forum overrun with people looking to buy, sell and trade access to compromised social media accounts — has been hacked.

An offer by the apparent hackers of OGUsers, offering to remove account information from the eventual database leak in exchange for payment.

Roughly a week ago, the OGUsers homepage was defaced with a message stating the forum’s user database had been compromised. The hack was acknowledged by the forum’s current administrator, who assured members that their passwords were protected with a password obfuscation technology that was extremely difficult to crack.

But unlike in previous breaches at OGUsers, the perpetrators of this latest incident have not yet released the forum database. In the meantime, someone has been taunting forum members, saying they can have their profiles and private messages removed from an impending database leak by paying between $50 and $100.

OGUsers was hacked at least twice previously, in May 2019 and again in March 2020. In the wake of both incidents, the compromised OGUsers databases were made available for public download.

The leaked databases have been useful in reconstructing who’s behind several high-profile incidents involving compromised social media accounts and virtual currency heists that leveraged SIM swapping, a crime that centers around convincing mobile phone company employees to transfer ownership of the target’s phone number to a device the attackers control.

For example, when several high-profile Twitter accounts were hacked in July 2020 and used to promote bitcoin scams, the profile and private message data from previous OGUser forum compromises proved invaluable in piecing together the “who” behind that scam.

The hacker handles featured in the defacement message left on OGUsers — “Chinese” and “Disco” — correspond to two nicknames used by banned OGUser members who have been trying to generate interest for their own forum that seeks to emulate OGUsers.

Disco, a.k.a “Discoli” a.k.a. “Disco Dog,” is a young man from the United Kingdom who has marketed an automated bot program and service advertised as a way for customers to “cash out” illicit access to OneVanilla Visa prepaid card accounts using PayPal. The same individual also earlier this year founded a corporation in the U.K. called Disco Payments.

Reached via Twitter, Discoli said he and his friends hacked OGUsers via an outdated plugin used by the site. But he claims they have no plans to sell the stolen user data, and said the company was registered as a joke.

“I had a sort of feud with the administrator in the past but this one was more for fun,” Discoli said. “Not too interested in doing damage by releasing database or anything like that.”

As I noted the first time OGUsers got hacked, it’s difficult not to admit feeling a bit of schadenfreude in the continued exposure of a community that has largely specialized in hacking others. Or perhaps in the case of OGUsers, the sentiment may more aptly be described as “schadenfraud.”

Vista acquires Gainsight for $1.1B, adding to its growing enterprise arsenal

Vista Equity Partners hasn’t been shy about scooping up enterprise companies over the years, and today it added to a growing portfolio with its purchase of Gainsight. The company’s software helps clients with customer success, meaning it helps create a positive customer experience when they interact with your brand, making them more likely to come back and recommend you to others. Sources pegged the price tag at $1.1 billion.

As you might expect, both parties are putting a happy face on the deal, talking about how they can work together to grow Gainsight further. Certainly, other companies like Ping Identity seem to have benefited from joining forces with Vista. Being part of a well-capitalized firm allowed them to make some strategic investments along the way to eventually going public last year.

Gainsight and Vista are certainly hoping for a similar outcome in this case. Monti Saroya, co-head of the Vista Flagship Fund and senior managing director at the firm, sees a company with a lot of potential that could expand and grow with help from Vista’s consulting arm, which helps portfolio companies with different aspects of their business like sales, marketing and operations.

“We are excited to partner with the Gainsight team in its next phase of growth, helping the company to expand the category it has created and deliver even more solutions that drive retention and growth to businesses across the globe,” Saroya said in a statement.

Gainsight CEO Nick Mehta likes the idea of being part of Vista’s portfolio of enterprise companies, many of whom are using his company’s products.

“We’ve known Vista for years, since 24 of their portfolio companies use Gainsight. We’ve seen Gainsight clients like JAMF and Ping Identity partner with Vista and then go public. We believe we are just getting started with customer success, so we wanted the right partner for the long term and we’re excited to work with Vista on the next phase of our journey,” Mehta told TechCrunch.

Brent Leary, principle analyst at CRM Essentials, who covers the sales and marketing space, says that it appears that Vista is piecing together a sales and marketing platform that it could flip or go public in a few years.

“It’s not only the power that’s in the platform, it’s also the money. And Vista seems to be piecing together an engagement platform based on the acquisitions of Gainsight, Pipedrive and even last year’s Acquia purchase. Vista isn’t afraid to spend big money, if they can make even bigger money in a couple years if they can make these pieces fit together,” Leary told TechCrunch.

While Gainsight exits as a unicorn, the deal might not have been the outcome it was looking for. The company raised more than $187 million, according to PitchBook data, though its fundraising had slowed in recent years. Gainsight raised $50 million in April of 2017 at a post-money valuation of $515 million, again per PitchBook. In July of 2018 it added $25 million to its coffers, and the final entry was a small debt investment raised in 2019.

It could be that the startup saw its growth slow down, leaving it somewhere between ready for new venture investment and profitability. That’s a gap that PE shops like Vista look for, write a check, shake up a company and hopefully exit at an elevated price.

Gainsight hired a new chief revenue officer last month, notably. Per Forbes, the company was on track to reach “about” $100 million ARR by the end of 2020, giving it a revenue multiple of around 11x in the deal. That’s under current market norms, which could imply that Gainsight had either lower gross margins than comparable companies, or as previously noted, that its growth had slowed.

A $1.1 billion exit is never something to bemoan — and every startup wants to become a unicorn — but Gainsight and Mehta are well known, and we were hoping for the details only an S-1 could deliver. Perhaps one day with Vista’s help that could happen.

ServiceNow is acquiring Element AI, the Canadian startup building AI services for enterprises

ServiceNow, the cloud-based IT services company, is making a significant acquisition today to fill out its longer-term strategy to be a big player in the worlds of automation and artificial intelligence for enterprises. It is acquiring Element AI, a startup out of Canada.

Founded by AI pioneers and backed by some of the world’s biggest AI companies — it raised hundreds of millions of dollars from the likes of Microsoft, Intel, Nvidia and Tencent, among others — Element AI’s aim was to build and provision AI-based IT services for enterprises, in many cases organizations that are not technology companies by nature.

Terms of the deal are not being disclosed, a spokesperson told TechCrunch, but we now have multiple sources telling us the price was around $500 million. For some context, Element AI was valued at between $600 million and $700 million when it last raised money, $151 million (or C$200 million at the time) in September 2019.

Even at $500 million, this deal would be ServiceNow’s biggest acquisition, although it would be a sizeable devaluation compared to the startup’s last price at fundraising.

A spokesperson confirmed that ServiceNow is making a full acquisition and will retain most of Element AI’s technical talent, including AI scientists and practitioners, but that it will be winding down its existing business after integrating what it wants and needs.

“Our focus with this acquisition is to gain technical talent and AI capabilities,” the spokesperson said. That will also include Element AI co-founder and CEO, JF Gagné, joining ServiceNow, and co-founder Dr. Yoshua Bengio taking on a role as technical advisor.

Those who are not part of those teams will be supported with severance or assistance in looking for other jobs within ServiceNow. A source estimated to us that this could affect around half of the organization.

The startup is headquartered in Montreal, and ServiceNow’s plan is to create an AI Innovation Hub based around that “to accelerate customer-focused AI innovation in the Now Platform.” (That is the brand name of its automation services.)

Last but not least, ServiceNow will start re-platforming some of Element AI’s capabilities, she said. “We expect to wind down most of Element AI’s customers after the deal is closed.”

The deal is the latest move for a company aiming to build a modern platform fit for our times.

ServiceNow, under CEO Bill McDermott (who joined in October 2019 from SAP), has been on a big investment spree in the name of bringing more AI and automation chops to the SaaS company. That has included a number of acquisitions this year, including Sweagle, Passage AI and Loom (respectively for $25 million, $33 million and $58 million), plus regular updates to its larger workflow automation platform.

ServiceNow has been around since 2004, so it’s not strictly a legacy business, but all the same, the publicly traded company, with a current market cap of nearly $103 billion, is vying to position itself as the go-to company for “digital transformation” — the buzz term for enterprise IT services this year, as everyone scrambles to do more online, in the cloud and remotely to continue operating through a global health pandemic and whatever comes in its wake.

“Technology is no longer supporting the business, technology is the business,” McDermott said earlier this year. In a tight market where it is completely plausible that Salesforce might scoop up Slack, ServiceNow is making a play for more tools to cover its own patch of the field.

“AI technology is evolving rapidly as companies race to digitally transform 20th century processes and business models,” said ServiceNow Chief AI Officer Vijay Narayanan, in a statement today. “ServiceNow is leading this once-in-a-generation opportunity to make work, work better for people. With Element AI’s powerful capabilities and world class talent, ServiceNow will empower employees and customers to focus on areas where only humans excel – creative thinking, customer interactions, and unpredictable work. That’s a smarter way to workflow.”

Element AI was always a very ambitious concept for a startup. Dr. Yoshua Bengio, winner of the 2018 Turing Award, who co-founded the company with AI expert Nicolas Chapados and Jean-François Gagné (Element AI’s CEO) alongside Anne Martel, Jean-Sebastien Cournoyer and Philippe Beaudoin, saw a gap in the market.

Their idea was to build AI services for businesses that were not tech companies in their DNA, but would still very much need to tap into the innovations of the tech world in order to continue growing and remaining competitive with said tech companies as the latter moved deeper into a wider range of industries and the companies themselves required increasing sophistication to operate and grow. They needed, in essence, to disrupt themselves before getting unceremoniously disrupted by someone else.

And on top of that, Element AI could work for and with the tech companies taking strategic investments in Element AI, as those investors wanted to tap some of that expertise themselves, as well as work with the startup to bring more services and win more deals in the enterprise. In addition to its four (sometimes fiercely competitive) investors, other backers included the likes of McKinsey.

Yet what form all of that would take was never completely clear.

When I covered the startup’s most recent tranche of funding last year, I noted that it wasn’t very forthcoming on who its customers actually were. Looking at its website, it still isn’t, although it does lay out several verticals where it aims to work. They include insurance, pharma, logistics, retail, supply chain, manufacturing, government and capital markets.

There were some other positive points. Element AI also played a strong ethics card with its AI For Good efforts, starting with work with Amnesty in 2018 and most recently Mozilla. Indeed, 2018 — a year after Element AI was founded — was also the year AI seemed to hit the mainstream consciousness — and also started to appear somewhat more creepy, with algorithmic misfires, pervasive facial recognition and more “automated” applications that didn’t work that well and so on — so launching an ethical aim definitely made sense.

But for all of that, it seems that there perhaps were not enough threads there to need a bigger cloth as a standalone business. Glassdoor reviews also speak of an endemic disorganization at the startup, which might not have helped, or was perhaps a sign of bigger issues.

“Element AI’s vision has always been to redefine how companies use AI to help people work smarter,” said Element AI founder and CEO, Jean-Francois Gagné in a statement. “ServiceNow is leading the workflow revolution and we are inspired by its purpose to make the world of work, work better for people. ServiceNow is the clear partner for us to apply our talent and technology to the most significant challenges facing the enterprise today.”

The acquisition is expected to be completed by early 2021.