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Google Cloud joins the FinOps Foundation
Google Cloud today announced that it is joining the FinOps Foundation as a Premier Member.
The FinOps Foundation is a relatively new open-source foundation, hosted by the Linux Foundation, that launched last year. It aims to bring together companies in the “cloud financial management” space to establish best practices and standards. As the term implies, “cloud financial management” is about the tools and practices that help businesses manage and budget their cloud spend. There’s a reason, after all, that there are a number of successful startups that do nothing else but help businesses optimize their cloud spend (and ideally lower it).
Maybe it’s no surprise that the FinOps Foundation was born out of Cloudability’s quarterly Customer Advisory Board meetings. Until now, CloudHealth by VMware was the Foundation’s only Premiere Member among its vendor members. Other members include Cloudability, Densify, Kubecost and SoftwareOne. With Google Cloud, the Foundation has now signed up its first major cloud provider.
“FinOps best practices are essential for companies to monitor, analyze and optimize cloud spend across tens to hundreds of projects that are critical to their business success,” said Yanbing Li, vice president of Engineering and Product at Google Cloud. “More visibility, efficiency and tools will enable our customers to improve their cloud deployments and drive greater business value. We are excited to join FinOps Foundation, and together with like-minded organizations, we will shepherd behavioral change throughout the industry.”
Google Cloud has already committed to sending members to some of the Foundation’s various Special Interest Groups (SIGs) and Working Groups to “help drive open-source standards for cloud financial management.”
“The practitioners in the FinOps Foundation greatly benefit when market leaders like Google Cloud invest resources and align their product offerings to FinOps principles and standards,” said J.R. Storment, executive director of the FinOps Foundation. “We are thrilled to see Google Cloud increase its commitment to the FinOps Foundation, joining VMware as the second of three dedicated Premier Member Technical Advisory Council seats.”
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Sendbird raises $100M at a $1B+ valuation, says 150M+ users now interact using its chat and video APIs
Messaging is the medium these days, and today a startup that has built an API to help others build text and video interactivity into their services is announcing a big round to continue scaling its business. Sendbird, a popular provider of chat, video and other interactive services to the likes of Reddit, Hinge, Paytm, Delivery Hero and hundreds of others by way of a few lines of code, has closed a round of $100 million, money that it plans to use to continue expanding the functionalities of its platform to meet our changing interactive times. Sendbird has confirmed that the funding values the company at $1.05 billion.
Today, customers collectively channel some 150 million users through Sendbird’s APIs to chat with each other and large groups of users over text and video, a figure that has seen a lot of growth in particular in the last year, where people were spending so much more time in front of screens as their primary interface to communicate with the world.
Sendbird already provides some services around that core functionality, such as moderation and text search. John Kim, Sendbird’s CEO and founder, said that additional developments like moderation has seen a huge take-up, and services it plans to add into the mix include payments and logistics features, and that it is looking at adding in group audio conversations for customers to build their own Clubhouse clones.
“We are getting enquiries,” said Kim. “We will be setting it up in a personalized way. Voice chat has certainly picked up due to Clubhouse.”
The funding — oversubscribed, the company says — is being led by Steadfast Financial, with SoftBank’s Vision Fund 2 also participating, along with previous backers ICONIQ Capital, Tiger Global Management and Meritech Capital. It comes about two years after Sendbird closed its Series B at $102 million, and the startup appears to have nearly doubled its valuation since then: PitchBook estimates it was around $550 million in 2019.
That growth, in a sense, is not a surprise, given not just the climate right now for virtual interaction, but the fact that Sendbird itself has tripled the number of customers using its tools since 2019. The company, co-headquartered in Seoul, Korea and San Mateo, California, has now raised around $221 million.
The market that Sendbird has been pecking away at since being founded in 2013 is a hefty one.
Messaging apps have become a major digital force, with a small handful of companies overtaking (and taking on) the primary features found on the most basic of phones and finding traction with people by making them easier to use and full of more interesting features to use alongside the basic functionality. That in turn has led a wave of other companies to build in their own communications features, a way both to provide more community for their users, and to keep people on their own platforms in the process.
“It’s an arms race going on between messaging and payment apps,” Sid Suri, Sendbird’s marketing head, said to me in describing the competitive landscape. “There is a high degree of urgency among all businesses to say we don’t have to lose users to any of them. White label services like ours are powering the ability to keep up.”
Sendbird is indeed one of a wave of companies that have identified both that trend and the opportunity of building that functionality out as a commodity of sorts that can be embedded anywhere a developer chooses to place it by way of an API. It’s not the only one: Others in the same space include publicly listed Twilio, the similarly named competitor MessageBird (which is also highly capitalised and has positioned itself as a consolidator in the space), PubNub, Sinch, Stream, Firebase and many more.
That competition is one reason Sendbird has raised money. It gives it more capital to bring on more users, and critically to invest in building out more functionality alongside its core features, to address the needs of its existing users and to discover new opportunities to provide them with features they perhaps didn’t know they needed in their messaging channels to keep users’ attention.
“We are doing a lot around transactions and payments, as well as logistics,” Kim said in an interview. “We are really building out the end to end experience [since that] really ties into engagement. A couple of new features will be heavily around transactions, and others will be around more engagement.”
Karan Mehandru, a partner at Steadfast, is joining the board with this round, and he believes that there remains a huge opportunity, especially when you consider the many verticals that have yet to adopt solid and useful communications channels within their services, such as healthcare.
“The channel that Sendbird is leveraging is the next channel we have come to expect from all brands,” he said in an interview. “Sendbird may look the same as others but if you peel the onion, providing a scalable chat experience that is highly customized is a real problem to solve. Large customers think this is critical but not a core competence and then zoom back to Sendbird because they can’t do it. Sendbird is a clear leader. Sendbird is permeating many verticals and types of companies now. This is one of those rare companies that has been at the right place at the right time.”
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RPA market surges as investors, vendors capitalize on pandemic-driven tech shift
When UIPath filed its S-1 last week, it was a watershed moment for the robotic process automation (RPA) market. The company, which first appeared on our radar for a $30 million Series A in 2017, has so far raised an astonishing $2 billion while still private. In February, it was valued at $35 billion when it raised $750 million in its latest round.
RPA and process automation came to the fore during the pandemic as companies took steps to digitally transform. When employees couldn’t be in the same office together, it became crucial to cobble together more automated workflows that required fewer people in the loop.
RPA has enabled executives to provide a level of workflow automation that essentially buys them time to update systems to more modern approaches while reducing the large number of mundane manual tasks that are part of every industry’s workflow.
When UIPath raised money in 2017, RPA was not well known in enterprise software circles even though it had already been around for several years. The category was gaining in popularity by that point because it addressed automation in a legacy context. That meant companies with deep legacy technology — practically everyone not born in the cloud — could automate across older platforms without ripping and replacing, an expensive and risky undertaking that most CEOs would rather not take.
RPA has enabled executives to provide a level of workflow automation, a taste of the modern. It essentially buys them time to update systems to more modern approaches while reducing the large number of mundane manual tasks that are part of just about every industry’s workflow.
While some people point to RPA as job-elimination software, it also provides a way to liberate people from some of the most mind-numbing and mundane chores in the organization. The argument goes that this frees up employees for higher level tasks.
As an example, RPA could take advantage of older workflow technologies like OCR (optical character recognition) to read a number from a form, enter the data in a spreadsheet, generate an invoice, send it for printing and mailing, and generate a Slack message to the accounting department that the task has been completed.
We’re going to take a deep dive into RPA and the larger process automation space — explore the market size and dynamics, look at the key players and the biggest investors, and finally, try to chart out where this market might go in the future.
Meet the vendors
UIPath is clearly an RPA star with a significant market share lead of 27.1%, according to IDC. Automation Anywhere is in second place with 19.4%, and Blue Prism is third with 10.3%, based on data from IDC’s July 2020 report, the last time the firm reported on the market.
Two other players with significant market share worth mentioning are WorkFusion with 6.8%, and NTT with 5%.
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Kintent nabs $4M seed to automate compliance questionnaire process
Every tech vendor has to pass security muster with customers, typically a tedious activity involving answering long questionnaires. Kintent, a new startup that wants to automate this process, announced a $4 million seed today led by Tola Capital with help from a bunch of tech industry angel investors.
After company co-founder and CEO Sravish Sridhar sold his previous startup Kinvey, which provided backend as a service to mobile app developers, he took a couple of years off while he decided what to do next. The sale to Progress Software in 2017 gave him that luxury.
He knew firsthand from his experience at Kinvey that companies like his had to adhere to a lot of compliance standards, and the idea for the next company began to form in his head. He wanted to create a new startup that could make it easier to figure out how to become compliant with a given standard, measure the current state of compliance and get recommendations on how to improve. He created Kintent to achieve that goal.
“So the big picture idea is can we build a system of record for trust and our first use case is information security and data privacy compliance, specifically if you’re a company that is building a SaaS business and you’re storing customer data or PHI, which is health information,” Sridhar explained.
The company’s product is called Trust Cloud. He says that they begin by looking at the lay of your technology land in terms of systems and the types of information you are storing, looking at how compliant each system is with whatever standard you are trying to adhere to.
Then based on how you classify your data, the Trust Cloud generates a list of best practices to stay in compliance with your desired standard, and finally it provides the means to keep testing to validate what you’ve done and that you are remaining in compliance.
The company launched in 2019, spent the first part of 2020 developing the product and began selling it last October. Today, it has 35 paying customers. “We’re in the high six figures in revenue. We’ve been growing at about 20-30% month-over-month consistently since we launched in October, and the customers are across 11 verticals already,” he said.
With 14 employees and some money in the bank from this funding round, he is thinking ahead to adding people. He says that diversity has to be more than something you just talk about, and he has made it one of the core founding values of the company, and one he takes very seriously.
“I’m very conscious with every hire that we make that we’re really pushing to extend ourselves to [find] people from different walks of life, different statuses and so on,” he said.
The company is also working on a DEI component for the Trust Cloud, which it will be offering for free, which enables companies to provide a set of diversity metrics to measure against and then report on how well you are doing, and how you can improve your numbers.
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mmhmm introduces usage-based enterprise accounts and a beta for Windows
Mmhmm, the software that allows folks to personalize their appearance on video chat, has today announced that it’s introducing usage-based enterprise accounts.
In a conversation with TechCrunch, founder and CEO Phil Libin said this is a natural evolution, remarking that mmhmm has had hundreds of registrations from users all at the same company.
“It was clear that there was a big demand for enterprise accounts,” said Libin. “Not only for central management, to keep it as easy as possible, but also for getting everything on brand. Companies and organizations of all kinds are realizing video is a permanent part of how we’re going to do business and it needs to be on brand.”
The enterprise accounts are priced the same as individual Pro accounts, at $10/month or $100/year. However, when an organization signs up with an enterprise account, they only pay for the number of users who were active on mmhmm each month, rather than worrying about seats.
Enterprise accounts can also share design system assets built specifically for mmhmm to “stay on brand” as Libin said. Folks who opt in to enterprise can also control employee accounts under one umbrella, invite via link, claim an email domain and enjoy a single bill.
Libin also gave us a glimpse into the financials of the business, explaining that while it’s too early to tell, the conversion rate to Pro accounts is outpacing that of Evernote, one of Libin’s earlier ventures.
He said that, with freemium tools like both mmhmm and Evernote, the likelihood of a user upgrading to premium grows with every month they’re on the platform. At Evernote, it was half a percent after the first month, and then 5% by the end of the first year, and after two years it would jump to 12%.
Obviously, mmhmm doesn’t have 24 months’ worth of data. That said, the product is doing 10x better than Evernote did.
But revenue is not the focus, according to Libin. The company is far more concerned with ensuring the onboarding process is easy for casual users and that they really understand what they can do with the platform. In the spirit of that, mmhmm is launching new interactive tutorial videos on the platform to ensure people are fully aware of the features.
Mmhmm first came on the scene in the summer of last year in a closed beta, and eventually opened up to everyone who has a Mac in November 2020. Alongside the launch of enterprise, mmhmm is also launching a Windows version of the app in open beta.
Libin said that mmhmm is in a growth stage, and that after starting five different companies, he knows the biggest challenge is people.
“I’ve been in some startups now that have been through this hyper growth stage,” said Libin. “The toughest thing at this stage is getting people, keeping people from burning out, and doing career development. This is my fifth startup, so I’m trying to demonstrate some learning behavior and apply lessons learned from previous mistakes. We’ll see how it goes.”
Editor’s Note: An earlier version of this article incorrectly stated that mmhmm was introducing Windows in a closed beta. It has been updated for accuracy.
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Celonis announces significant partnership with IBM to sell its process mining software
Before you can improve a workflow, you have to understand how work advances through a business, which is more complex than you might imagine inside a large enterprise. That’s where Celonis comes in. It uses software to identify how work moves through an organization and suggests more efficient ways of getting the same work done, also known as process mining.
Today, the company announced a significant partnership with IBM where IBM Global Services will train 10,000 consultants worldwide on Celonis. The deal gives Celonis, a company with around 1,200 employees, access to the massive selling and consulting unit, while IBM gets a deep understanding of a piece of technology that is at the front end of the workflow automation trend.
Miguel Milano, chief revenue officer at Celonis, says that digitizing processes has been a trend for several years. It has sped up due to COVID, and it’s partly why the two companies have decided to work together. “Intelligent workflows, or more broadly spoken workflows built to help companies execute better, are at the heart of this partnership and it’s at the heart of this trend now in the market,” Milano said.
The other part of this is that IBM now owns Red Hat, which it acquired in 2018 for $34 billion. The two companies believe that by combining the Celonis technology, which is cloud based, with Red Hat, which can span the hybrid world of on premises and cloud, the two together can provide a much more powerful solution to follow work wherever it happens.
“I do think that moving the [Celonis] software into the Red Hat OpenShift environment is hugely powerful because it does allow in what’s already a very powerful open solution to now operate across this hybrid cloud world, leveraging the power of OpenShift which can straddle the worlds of mainframe, private cloud and public cloud. And data straddle those worlds, and will continue to straddle those worlds,” Mark Foster, senior vice president at IBM Services explained.
You might think that IBM, which acquired robotic process automation vendor WDG Automation last summer, would simply attempt to buy Celonis, but Foster says the partnership is consistent with the company’s attempt to partner with a broader ecosystem.
“I think that this is very much part of an overarching focus of IBM with key ecosystem partners. Some of them are going to be bigger, some of them are going to be smaller, and […] I think this is one where we see the opportunity to connect with an organization that’s taking a leading position in its category, and the opportunity for that to take advantage of the IBM Red Hat technologies…” he said.
The companies had already been working together for some time prior to this formal announcement, and this partnership is the culmination of that. As this firmer commitment to one another goes into effect, the two companies will be working more closely to train thousands of IBM consultants on the technology, while moving the Celonis solution into Red Hat OpenShift in the coming months.
It’s clearly a big deal with the feel of an acquisition, but Milano says that this is about executing his company’s strategy to work with more systems integrators (SIs), and while IBM is a significant partner, it’s not the only one.
“We are becoming an SI consulting-driven organization. So we put consulting companies like IBM at the forefront of our strategy, and this [deal] is a big cornerstone of our strategy,” he said.
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PingPong is a video chat app for product teams working across multiple time zones
From the earliest days of the pandemic, it was no secret that video chat was about to become a very hot space.
Over the past several months investors have bankrolled a handful of video startups with specific niches, ranging from always-on office surveillance to platforms that encouraged plenty of mini calls to avoid the need for more lengthy team-wide meetings. As the pandemic wanes and plenty of startups begin to look toward hybrid office models, there are others who have decided to lean into embracing a fully remote workforce, a strategy that may require new tools.
PingPong, a recent launch from Y Combinator’s latest batch, is building an asynchronous video chat app for the workplace. We selected PingPong as one of our favorite startups that debuted last week.
The company’s central sell is that for remote teams, there needs to be a better alternative to Slack or email for catching up with co-workers across time zones. While Zoom calls might be able to convey a company’s culture better than a post in a company-wide Slack channel, for fully remote teams operating on different continents, scheduling a company-wide meeting is often a nonstarter.
PingPong is selling its service as an addendum to Slack that helps remote product teams collaborate and convey what they’re working on. Users can capture a short video of themselves and share their screen in lieu of a standup presentation and then they can get caught up on each other’s progress on their own time. PingPong’s hope is that users find more value in brainstorming, conducting design reviews, reporting bugs and more inside while using asynchronous video than they would with text.
“We have a lot to do before we can replace Slack, so right now we kind of emphasize playing nice with Slack,” PingPong CEO Jeff Whitlock tells TechCrunch. “Our longer-term vision is that what young people are doing in their consumer lives, they bring into the enterprise when they graduate into the workforce. You and I were using Instant Messenger all the time in the early 2000s and then we got to the workplace, that was the opportunity for Slack… We believe in the next five or so years, something that’s a richer, more asynchronous video-based Slack alternative will have a lot more interest.”
Building a chat app specifically designed for remote product teams operating in multiple time zones is a tight niche for now, but Whitlock believes that this will become a more common problem as companies embrace the benefits of remote teams post-pandemic. PingPong costs $100 per user per year.
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Hex lands $5.5M seed to help data scientists share data across the company
As companies embrace the use of data, hiring more data scientists, a roadblock persists around sharing that data. It requires too much copying and pasting and manual work. Hex, a new startup, wants to change that by providing a way to dispense data across the company in a streamlined and elegant way.
Today, the company announced a $5.5 million seed investment, and also announced that it’s opening up the product from a limited beta to be more widely available. The round was led by Amplify Partners, with help from Box Group, XYZ, Data Community Fund, Operator Collective and a variety of individual investors. The company closed the round last July, but is announcing it for the first time today.
Co-founder and CEO Barry McCardel says that it’s clear that companies are becoming more data-driven and hiring data scientists and analysts at a rapid pace, but there is an issue around data sharing, one that he and his co-founders experienced firsthand when they were working at Palantir.
They decided to develop a purpose-built tool for sharing data with other parts of the organization that are less analytically technical than the data science team working with these data sets. “What we do is we make it very easy for data scientists to connect to their data, analyze and explore it in notebooks. […] And then they can share their work as interactive data apps that anyone else can use,” McCardel explained.
Most data scientists work with their data in online notebooks like Jupyter, where they can build SQL queries and enter Python code to organize it, chart it and so forth. What Hex is doing is creating this super-charged notebook that lets you pull a data set from Snowflake or Amazon Redshift, work with and format the data in an easy way, then drag and drop components from the notebook page — maybe a chart or a data set — and very quickly build a kind of app that you can share with others.
Image Credits: Hex
The startup has nine employees, including co-founders McCardel, CTO Caitlin Colgrove and VP of architecture Glen Takahashi. “We’ve really focused on the team front from an early stage, making sure that we’re building a diverse team. And actually today our engineering team is majority female, which is definitely the first time that that’s ever happened to me,” Colgrove said.
She is also part of a small percentage of female founders. A report last year from Silicon Valley Bank found that while the number was heading in the right direction, only 28% of U.S. startups have at least one female founder. That was up from 22% in 2017.
The company was founded in late 2019 and the founders spent a good part of last year building the product and working with design partners. They have a small set of paying customers, and are looking to expand that starting today. While customers still need to work with the Hex team for now to get going, the plan is to make the product self-serve some time later this year.
Hex’s early customers include Glossier, imgur and Pave.
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Moveworks expands IT chatbot platform to encompass entire organization
When investors gave Moveworks a hefty $75 million Series B at the end of 2019, they were investing in a chatbot startup that to that point had been tuned to answer IT help questions in an automated way. Today, the company announced it had used that money to expand the platform to encompass employee questions across all lines of business.
At the time of that funding, nobody could have anticipated a pandemic either, but throughout last year as companies moved to work from home, having an automated systems in place like Moveworks became even more crucial, says CEO and company co-founder Bhavin Shah.
“It was a tragic year on a variety of fronts, but what it did was it coalesced a lot of energy around people’s need for support, people’s need for speed and help,” Shah said. It helps that employees typically access the Moveworks chatbot inside collaboration tools like Slack or Microsoft Teams, and people have been spending more time in these tools while working at home.
“We definitely saw a lot more interest in the market, and part of that was fueled by the large-scale adoption of collaboration tools like Slack and Microsoft Teams by enterprises around the world,” he said.
The company is working with 100 large enterprise customers today, and those customers were looking for a more automated way for employees to ask questions about a variety of tooling, from HR to finance and facilities management. While Shah says expanding the platform to move beyond IT into other parts of an organization had been on the roadmap, the pandemic definitely underscored the need to expand even more.
While the company spent its first several years tuning the underlying artificial intelligence technology for IT language, they had built it with expansion in mind. “We learned how to build a conversational system so that it can be dynamic and not be predicated on some person’s forethought around [what the question and answer will be] — that approach doesn’t scale. So there were a lot of things around dealing with all these enterprise resources and so forth that really prepared us to be an enterprise-wide partner,” Shah said.
The company also announced a new communications tool that enables companies to use the Moveworks bot to communicate directly with employees to get them to take some action. Shah says companies usually send out an email that, for example, employees have to update their password. The bot tells you it’s time to do that and provides a link to walk you through the process. He says that beta testers have seen a 70% increase in responses using the bot to communicate about an action instead of email.
Shah recognizes that a technology that understands language is going to have a lot of cultural variances and nuances and that requires a diverse team to build a tool like this. He says that his HR team has a set of mandates to make sure they are interviewing people in under-represented roles to build a team that reflects the needs of the customer base and the world at large.
The company has been working with about a dozen customers over the last nine months on the platform expansion, iterating with these customers to improve the quality of the responses, regardless of the type of question or which department it involves. Today, these tools are generally available.
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6sense raises $125M at a $2.1B valuation for its ‘ID graph’, an AI-based predictive sales and marketing platform
AI has become a fundamental cornerstone of how tech companies are building tools for salespeople: they are useful for supercharging (and complementing) the abilities of talented humans, or helping them keep themselves significantly more organised; even if in some cases — as with chatbots — they are replacing them altogether. In the latest development, 6sense, one of the pioneers in using AI to boost the sales and marketing experience, is announcing a major round of funding that underscores the traction AI tools are seeing in the sales realm.
The startup has raised $125 million at a valuation of $2.1 billion, a Series D being led by D1 Capital Partners, with Sapphire Ventures, Tiger Global and previous backer Insight Partners also participating.
The company plans to use the funding to expand its platform and its predictive capabilities across a wider range of sources.
For some context, this is a huge jump for the company compared to its last fundraise: at the end of 2019, when it raised $40 million, it was valued at a mere $300 million, according to data from PitchBook.
But it’s not a big surprise: at a time when a lot of companies are going through “digital transformation” and investing in better tools for their employees to work more efficiently remotely (especially important for sales people who might have previously worked together in physical teams), 6sense is on track for its fourth year of more than 100% growth, adding 100 new customers in the fourth quarter alone. It caters to small, medium, and large businesses, and some of its customers include Dell, Mediafly, Sage and SocialChorus.
The company’s approach speaks to a classic problem that AI tools are often tasked with solving: the data that sales people need to use and keep up to date on customer accounts, and critically targets, lives in a number of different silos — they can include CRM systems, or large databases outside of the company, or signals on social media.
While some tools are being built to handle all of that from the ground up, 6sense takes a different approach, providing a way of ingesting and utilizing all of it to get a complete picture of a company and the individuals a salesperson might want to target within it. It takes into account some of the harder nuts to crack in the market, such as how to track “anonymous buying behavior” to a more concrete customer name; how to prioritizes accounts according to those most likely to buy; and planning for multi-channel campaigns.
6sense has patented the technology it uses to achieve this and calls its approach building an “ID graph.” (Which you can think of as the sales equivalent of the social graph of Facebook, or the knowledge graph that LinkedIn has aimed to build mapping skills and jobs globally.) The key with 6sense is that it is building a set of tools that not just sales people can use, but marketers too — useful since the two sit much closer together at companies these days.
Jason Zintak, the company’s CEO (who worked for many years as a salesperson himself, so gets the pain points very well), referred to the approach and concept behind 6sense as “revtech”: aimed at organizations in the business whose work generates revenue for the company.
“Our AI is focused on signal, identifying companies that are in the market to buy something,” said Zintak in an interview. “Once you have that you can sell to them.”
That focus and traction with customers is one reason investors are interested.
“Customer conversations are a critical part of our due diligence process, and the feedback from 6sense customers is among the best we’ve heard,” said Dan Sundheim, founder and chief investment officer at D1 Capital Partners, in a statement. “Improving revenue results is a goal for every business, but it’s easier said than done. The way 6sense consistently creates value for customers made it clear that they deliver a unique, must-have solution for B2B revenue teams.”
Teddie Wardi at Insight highlights that AI and the predictive elements of 6sense’s technology — which have been a consistent part of the product since it was founded — are what help it stand out.
“AI generally is a buzzword, but here it is a key part of the solution, the brand behind the platform,” he said in an interview. “Instead of having massive funnels, 6sense switches the whole thing around. Catching the right person at the right time and in the right context make sales and marketing more effective. And the AI piece is what really powers it. It uses signals to construct the buyer journey and tell the sales person when it is the right time to engage.”
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