Personal blog of Yzmir Ramirez

Flippa, an online marketplace to buy and sell online businesses and digital assets, announced its first venture-backed round, an $11 million Series A, as it sees over 600,000 monthly searches from investors looking to connect with business owners.

OneVentures led the round and was joined by existing investors Andrew Walsh (former Hitwise CEO), Flippa co-founders Mark Harbottle and Matt Mickiewicz, 99designs, as well as new investors Catch.com.au founders Gabby and Hezi Leibovich; RetailMeNot.com founders Guy King and Bevan Clarke; and Reactive Media founders Tim O’Neill and Tim Fouhy.

The company, with bases in both Austin and Australia, was started in 2009 and facilitates exits for millions of online business owners, some that operate on e-commerce marketplaces, blogs, SaaS and apps, the newest data integration being for Shopify, Blake Hutchison, CEO of Flippa, told TechCrunch.

He considers Flippa to be “the investment bank for the 99%,” of small businesses, providing an end-to end platform that includes a proprietary valuation product for businesses — processing over 4,000 valuations each month — and a matching algorithm to connect with qualified buyers.

Business owners can sell their companies directly through the platform and have the option to bring in a business broker or advisor. The company also offers due diligence and acquisition financing from Thrasio-owned Yardline Capital and a new service called Flippa Legal.

“Our strategy is verification at the source, i.e. data,” Hutchison said. “Users can currently connect to Stripe, QuickBooks Online, WooCommerce, Google Analytics and Admob for apps, which means they can expose their online business performance with one-click, and buyers can seamlessly assess financial and operational performance.”

Online retail, as a share of total retail sales, grew to 19.6% in 2020, up from 15.8% in 2019, driven largely by the global pandemic as sales shifted online while brick-and-mortar stores closed.

Meanwhile, Amazon has 6 million sellers, and Shopify sellers run over 1 million businesses. This has led to an emergence of e-commerce aggregators, backed by venture capital dollars, that are scooping up successful businesses to grow, finding many through Flippa’s marketplace, Hutchison said.

Flippa has over 3 million registered users and added 300,000 new registered users in the past 12 months. Overall transaction volume grows 100% year over year. Though being bootstrapped for over a decade, the company’s growth and opportunity drove Hutchison to go after venture capital dollars.

“There is a huge movement toward this being recognized as an asset class,” he said. “At the moment, the asset class is undervalued and driving a massive swarm as investors snap up businesses and aggregate them together. We see the future of these aggregators becoming ‘X company for apps’ or ‘X for blogs.’ ”

As such, the new funding will be used to double the company’s headcount to more than 100 people as it builds out its offices globally, as well as establishing outposts in Melbourne, San Francisco and Austin. The company will also invest in marketing and product development to scale its business valuation tool that Hutchison likens to the “Zillow Zestimate,” but for online businesses.

Nigel Dews, operating partner at OneVentures, has been following Flippa since it started. His firm is one of the oldest venture capital firms in Australia and has 30 companies in its portfolio focused on healthcare and technology.

He believes the company will create meaningful change for small businesses. The team combined with Flippa’s ability to connect buyers and sellers puts the company in a strong leadership position to take advantage of the marketplace effect.

“Flippa is an incredible opportunity for us,” he added. “You don’t often get a world-leading business in a brand new category with incredible tailwinds. We also liked that the company is based in Australia, but half of its revenue comes from the U.S.”

Aircover raised $3 million in seed funding to continue developing its real-time sales intelligence platform.

Defy Partners led the round with participation from Firebolt Ventures, Flex Capital, Ridge Ventures and a group of angel investors.

The company, headquartered in the Bay Area, aims to give sales teams insights relevant to closing the sale as they are meeting with customers. Aircover’s conversational AI software integrates with Zoom and automates parts of the sales process to lead to more effective conversations.

“One of the goals of launching the Zoom SDK was to provide developers with the tools they need to create valuable and engaging experiences for our mutual customers and integrations ecosystem,” said Zoom’s CTO Brendan Ittelson via email. “Aircover’s focus on building sales intelligence directly into the meeting, to guide customer-facing teams through the entire sales cycle, is the type of innovation we had envisioned when we set out to create a broader platform.”

Aircover’s founding team of Andrew Levy, Alex Young and Andrew’s brother David Levy worked together at Apteligent, a company co-founded and led by Andrew Levy, that was sold to VMware in 2017.

Chatting about pain points on the sales process over the years, Levy said it felt like the solution was always training the sales team more. However, by the time everyone was trained, that information would largely be out-of-date.

Instead, they created Aircover to be a software tool on top of video conferencing that performs real-time transcription of the conversation and then analysis to put the right content in front of the sales person at the right time based on customer issues and questions. This means that another sales expert doesn’t need to be pulled in or an additional call scheduled to provide answers to questions.

“We are anticipating that knowledge and parsing it out at key moments to provide more leverage to subject matter experts,” Andrew Levy told TechCrunch. “It’s like a sales assistant coming in to handle any issue.”

He considers Aircover in a similar realm with other sales team solutions, like Chorus.ai, which was recently scooped up by ZoomInfo, and Gong, but sees his company carving out space in real-time meeting experiences. Other tools also record the meetings, but to be reviewed after the call is completed.

“That can’t change the outcome of the sale, which is what we are trying to do,” Levy added.

The new funding will be used for product development. Levy intends to double his small engineering team by the end of the month.

He calls what Aircover is doing a “large interesting problem we are solving that requires some difficult technology because it is real time,” which is why the company was eager to partner with Bob Rosin, partner at Defy Partners, who joins Aircover’s board of directors as part of the investment.

Rosin joined Defy in 2020 after working on the leadership teams of Stripe, LinkedIn and Skype. He said sales and customer teams need tools in the moment, and while some are useful in retrospect, people want them to be live, in front of the customer.

“In the early days, tools helped before and after, but in the moment when they need the most help, we are not seeing many doing it,” Rosin added. “Aircover has come up with the complete solution.”

In less than a year after raising $25 million in Series B funding, technical assessment company CodeSignal announced a $50 million in Series C funding to offer new features for its platform that helps companies make data-driven hiring decisions to find and test engineering talent.

Similar to attracting a big investor lead for its B round — Menlo Ventures — it has partnered with Index Ventures to lead the C round. Menlo participated again and was joined by Headline and A Capital. This round brings CodeSignal’s total fundraising to $87.5 million.

Co-founder and CEO Tigran Sloyan got the idea for the company from an experience his co-founder and friend Aram Shatakhtsyan had while trying to find an engineering job. Both from Armenia, the two went in different paths for college, with Shatakhtsyan staying in Armenia and Sloyan coming to the U.S. to study at MIT. He then went on to work at Google.

“As companies were recruiting myself and my classmates, Aram was trying to get his resume picked up, but wasn’t getting attention because of where he went to college, even though he was the greatest programmer I had ever known,” Sloyan told TechCrunch. “Hiring talent is the No. 1 problem companies say they have, but here was the best engineer, and no one would bring him in.”

They, along with Sophia Baik, started CodeSignal in 2015 to act as a self-driving interview platform that directly measures skills regardless of a person’s background. Like people needing to take a driver’s test in order to get a license, Sloyan calls the company’s technical assessment technology a “flight simulator for developers,” that gives candidates a simulated evaluation of their skills and comes back with a score and highlighted strengths.

The need by companies to hire engineers has led to CodeSignal growing 3.5 times in revenue year over year and to gather a customer list that includes Brex, Databricks, Facebook, Instacart, Robinhood, Upwork and Zoom.

Sloyan said the company has not yet touched the money it received in its Series B, but wanted to jump at the opportunity to work with Nina Achadjian, partner at Index Ventures, whom he had known for many years since their time together at Google. To work together and for Achadjian to join the company’s board was something “I couldn’t pass up,” Sloyan said.

When Achadjian moved over to venture capital, she helped Sloyan connect to mentors and angel investors while keeping an eye on the company. Hiring engineers is “mission critical” for technology companies, but what became more obvious to her was that engineering functions have become necessary for all companies, Achadjian explained.

While performing due diligence on the space, she saw traditional engineering cultures utilizing CodeSignal, but then would also see nontraditional companies like banks and insurance companies.

“Their traction was undeniable, and many of our portfolio companies were using CodeSignal,” she added. “It is rare to see a company accelerate growth at the stage they are at.”

U.S. Department of Labor statistics estimate there is already a global talent labor shortage of 40 million workers, and that number will grow to over 85 million by 2030. Achadjian says engineering jobs are also expected to increase during that time, and with all of those roles and applicants, vetting candidates will be more important than ever, as will the ability for candidates to apply from wherever they are.

The new funding enabled the company to launch its Integrated Development Environment for candidates to interact with relevant assessment experiences like codes, files and a terminal on a machine that is familiar with them, so that they can showcase their skills, while also being able to preview their application. At the same time, employers are able to assign each candidate the same coding task based on the open position.

In addition, Sloyan intends to triple the company’s headcount over the next couple of months and expand into other use cases for skills assessment.

Sorcero announced Thursday a $10 million Series A round of funding to continue scaling its medical and technical language intelligence platform.

The latest funding round comes as the company, headquartered in Washington, D.C. and Cambridge, Massachusetts, sees increased demand for its advanced analytics from life sciences and technical companies. Sorcero’s natural language processing platform makes it easier for subject-matter experts to find answers to their questions to aid in better decision making.

CityRock Venture Partners, the growth fund of H/L Ventures, and Harmonix Fund co-led the round and were joined by new investors Rackhouse, Mighty Capital and Leawood VC, as well as existing investors, Castor Ventures and WorldQuant Ventures. The new investment gives Sorcero a total of $15.7 million in funding since it was founded in 2018.

Prior to starting Sorcero, Dipanwita Das, co-founder and CEO, told TechCrunch she was working in public policy, a place where scientific content is useful, but often a source of confusion and burden. She thought there had to be a more effective way to make better decisions across the healthcare value chain. That’s when she met co-founders Walter Bender and Richard Graves and started the company.

“Everything is in service of subject-matter experts being faster, better and less prone to errors,” Das said. “Advances of deep learning with accuracy add a lot of transparency. We are used by science affairs and regulatory teams whose jobs it is to collect scientific data and effectively communicate it to a variety of stakeholders.”

The total addressable market for language intelligence is big — Das estimated it to be $42 billion just for the life sciences sector. Due to the demand, the co-founders have seen the company grow at 324% year over year since 2020, she added.

Raising a Series A enables the company to serve more customers across the life sciences sector. The company will invest in talent in both engineering and on the commercial side. It will also put some funds into Sorcero’s go-to-market strategy to go after other use cases.

In the next 12 to 18 months, a big focus for the company will be scaling into product market fit in the medical affairs and regulatory space and closing new partnerships.

Oliver Libby, partner at CityRock Venture Partners, said Sorcero’s platform “provides the rails for AI solutions for companies” that have traditionally found issues with AI technologies as they try to integrate data sets that are already in existence in order to run analysis effectively on top of that.

Rather than have to build custom technology and connectors, Sorcero is “revolutionizing it, reducing time and increasing accuracy,” and if AI is to have a future, it needs a universal translator that plugs into everything, he said.

“One of the hallmarks in the response to COVID was how quickly the scientific community had to do revolutionary things,” Libby added. “The time to vaccine was almost a miracle of modern science. One of the first things they did was track medical resources and turn them into a hook for pharmaceutical companies. There couldn’t have been a better use case for Sorcero than COVID.”

Ascend on Wednesday announced a $5.5 million seed round to further its insurance payments platform that combines financing, collections and payables.

First Round Capital led the round and was joined by Susa Ventures, FirstMark Capital, Box Group and a group of angel investors, including Coalition CEO Joshua Motta, Newfront Insurance executives Spike Lipkin and Gordon Wintrob, Vouch Insurance CEO Sam Hodges, Layr Insurance CEO Phillip Naples, Anzen Insurance CEO Max Bruner, Counterpart Insurance CEO Tanner Hackett, former Bunker Insurance CEO Chad Nitschke, SageSure executive Paul VanderMarck, Instacart co-founders Max Mullen and Brandon Leonardo and Houseparty co-founder Ben Rubin.

This is the first funding for the company that is live in 20 states. It developed payments APIs to automate end-to-end insurance payments and to offer a buy now, pay later financing option for distribution of commissions and carrier payables, something co-founder and co-CEO Andrew Wynn, said was rather unique to commercial insurance.

Wynn started the company in January 2021 with his co-founder Praveen Chekuri after working together at Instacart. They originally started Sheltr, which connected customers with trained maintenance professionals and was acquired by Hippo in 2019. While working with insurance companies they recognized how fast the insurance industry was modernizing, yet insurance sellers still struggled with customer experiences due to outdated payments processes. They started Ascend to solve that payments pain point.

The insurance industry is largely still operating on pen-and-paper — some 600 million paper checks are processed each year, Wynn said. He referred to insurance as a “spaghetti web of money movement” where payments can take up to 100 days to get to the insurance carrier from the customer as it makes its way through intermediaries. In addition, one of the only ways insurance companies can make a profit is by taking those hundreds of millions of dollars in payments and investing it.

Home and auto insurance can be broken up into payments, but the commercial side is not as customer friendly, Wynn said. Insurance is often paid in one lump sum annually, though, paying tens of thousands of dollars in one payment is not something every business customer can manage. Ascend is offering point-of-sale financing to enable insurance brokers to break up those commercial payments into monthly installments.

“Insurance carriers continue to focus on annual payments because they don’t have a choice,” he added. “They want all of their money up front so they can invest it. Our platform not only reduces the friction with payments by enabling customers to pay how they want to pay, but also helps carriers sell more insurance.”

Ascend app

Startups like Ascend aiming to disrupt the insurance industry are also attracting venture capital, with recent examples including Vouch and Marshmallow, which raised close to $100 million, while Insurify raised $100 million.

Wynn sees other companies doing verticalized payment software for other industries, like healthcare insurance, which he says is a “good sign for where the market is going.” This is where Wynn believes Ascend is competing, though some incumbents are offering premium financing, but not in the digital way Ascend is.

He intends to deploy the new funds into product development, go-to-market initiatives and new hires for its locations in New York and Palo Alto. He said the raise attracted a group of angel investors in the industry, who were looking for a product like this to help them sell more insurance versus building it from scratch.

Having only been around eight months, it is a bit early for Ascend to have some growth to discuss, but Wynn said the company signed its first customer in July and six more in the past month. The customers are big digital insurance brokerages and represent, together, $2.5 billion in premiums. He also expects to get licensed to operate as a full payment in processors in all states so the company can be in all 50 states by the end of the year.

The ultimate goal of the company is not to replace brokers, but to offer them the technology to be more efficient with their operations, Wynn said.

“Brokers are here to stay,” he added. “What will happen is that brokers who are tech-enabled will be able to serve customers nationally and run their business, collect payments, finance premiums and reduce backend operation friction.”

Bill Trenchard, partner at First Round Capital, met Wynn while he was still with Sheltr. He believes insurtech and fintech are following a similar story arc where disruptive companies are going to market with lower friction and better products and, being digital-first, are able to meet customers where they are.

By moving digital payments over to insurance, Ascend and others will lead the market, which is so big that there will be many opportunities for companies to be successful. The global commercial insurance market was valued at $692.33 billion in 2020, and expected to top $1 trillion by 2028.

Like other firms, First Round looks for team, product and market when it evaluates a potential investment and Trenchard said Ascend checked off those boxes. Not only did he like how quickly the team was moving to create momentum around themselves in terms of securing early pilots with customers, but also getting well known digital-first companies on board.

“The magic is in how to automate the underwriting, how to create a data moat and be a first mover — if you can do all three, that is great,” Trenchard said. “Instant approvals and using data to do a better job than others is a key advantage and is going to change how insurance is bought and sold.”

AgBiome, developing products from microbial communities, brought in a $116 million Series D round as the company prepares to pad its pipeline with new products.

The company, based in Research Triangle Park, N.C., was co-founded in 2012 by a group including co-CEOs Scott Uknes and Eric Ward, who have known each other for over 30 years. They created the Genesis discovery platform to capture diverse microbes for agricultural applications, like crop protection, and screen the strains for the best assays that would work for insect, disease and nematode control.

“The microbial world is immense,” said Uknes, who explained that there is estimated to be a trillion microbes, but only 1% have been discovered. The microbes already discovered are used by humans for things like pharmaceuticals, food and agriculture. AgBiome built its database in Genesis to house over 100,000 microbes and every genome in every microbe was sequenced into hundreds of strains.

The company randomly selects strains and looks for the best family of strains with a certain activity, like preventing fungus on strawberries, and creates the product.

AgBiome co-CEOs Scott Uknes and Eric Ward. Image Credits: AgBiome

Its first fungicide product, Howler, was launched last year and works on more than 300 crop-disease combinations. The company saw 10x sales growth in 2020, Uknes told TechCrunch. As part of farmers’ integrated pest program, they often spray fungicide applications 12 times per year in order to yield fruits and vegetables.

Due to its safer formula, Howler can be used as the last spray in the program, and its differentiator is a shorter re-entry period — farmers can spray in the morning and be able to go back out in the field in the afternoon. It also has a shorter pre-harvest time of four hours after application. Other fungicides on the market today require seven days before re-entry and pre-harvest, Uknes explained.

AgBiome aims to add a second fungicide product, Theia, in early 2022, while a third, Esendo was submitted for Environmental Protection Agency registration. Uknes expects to have 11 products, also expanding into insecticides and herbicides, by 2025.

The oversubscribed Series D round was co-led by Blue Horizon and Novalis LifeSciences and included multiple new and existing investors. The latest investment gives AgBiome over $200 million in total funding to date. The company’s last funding round was a $65 million Series C raised in 2018.

While competitors in synthetic biology often sell their companies to someone who can manufacture their products, Uknes said AgBiome decided to manufacture and commercialize the products itself, something he is proud of his team for being able to do.

“We want to feed the world responsibly, and these products have the ability to substitute for synthetic chemicals and provide growers a way to protect their crops, especially as consumers want natural, sustainable tools,” he added.

The company has grown to over 100 employees and will use the new funding to accelerate production of its two new products, building out its manufacturing capacity in North America and expanding its footprint internationally. Uknes anticipates growing its employee headcount to 300 in the next five years.

AgBiome anticipates rolling up some smaller companies that have a product in production to expand its pipeline in addition to its organic growth. As a result, Uknes said he was particular about the kind of investment partners that would work best toward that goal.

Przemek Obloj, managing partner at Blue Horizon, was introduced to the company by existing investors. His firm has an impact fund focused on the future of food and began investing in alternative proteins in 2016 before expanding that to delivery systems in agriculture technology, he said.

Obloj said AgBiome is operating in a $60 billion market where the problems include products that put toxic chemicals into the ground that end up in water systems. While the solution would be to not do that, not doing that would mean produce doesn’t grow as well, he added.

The change in technology in agriculture is enabling Uknes and Ward to do something that wasn’t possible 10 years ago because there was not enough compute or storage power to discover and sequence microbes.

“We don’t want to pollute the Earth, but we have to find a way to feed 9 billion people by 2050,” Obloj said. “With AgBiome, there is an alternative way to protect crops than by polluting the Earth or having health risks.”

I’ve met hundreds of founders over the years, and most, particularly early-stage founders, share one common go-to-market gripe: Pricing.

For enterprise software, traditional pricing methods like per-seat models are often easier to figure out for products that are hyperspecific, especially those used by people in essentially the same way, such as Zoom or Slack. However, it’s a different ballgame for startups that offer services or products that are more complex.

Most startups struggle with a per-seat model because their products, unlike Zoom and Slack, are used in a litany of ways. Salesforce, for example, employs regular seat licenses and admin licenses — customers can opt for lower pricing for solutions that have low-usage parts — while other products are priced based on negotiation as part of annual renewals.

Early pricing discussions should center around the buyer’s perspective and the value the product creates for them. It’s important for founders to think about the output and the outcome, and a number they can reasonably defend to customers moving forward. Of course, self-evaluation is hard, especially when you’re asking someone else to pay you for something you’ve created.

This process will take time, so here are three tips to smoothen the ride.

Pricing is a journey

Pricing is not a fixed exercise. The enterprise software business involves a lot of intangible aspects, and a software product’s perceived value, quality, and user experience can be highly variable.

The pricing journey is long and, despite what some founders might think, jumping headfirst into customer acquisition isn’t the first stop. Instead, step one is making sure you have a fully fledged product.

If you’re a late-seed or Series A company, you’re focused on landing those first 10-20 customers and racking up some wins to showcase in your investor and board deck. But when you grow your organization to the point where the CEO isn’t the only person selling, you’ll want to have your go-to-market position figured out.

Many startups fall into the trap of thinking: “We need to figure out what pricing looks like, so let’s ask 50 hypothetical customers how much they would pay for a solution like ours.” I don’t agree with this approach, because the product hasn’t been finalized yet. You haven’t figured out product-market fit or product messaging and you want to spend a lot of time and energy on pricing? Sure, revenue is important, but you should focus on finding the path to accruing revenue versus finding a strict pricing model.

Cresicor, a consumer packaged goods trade management platform startup, raised $5.6 million in seed funding to further develop its tools for more accurate data and analytics.

The company, based remotely, focuses on small to midsize CPG companies, providing them with an automated way to manage their trade promotion, a process co-founder and CEO Alexander Whatley said is done primarily manually using spreadsheets.

Here’s what happens in a trade promotion: When a company wants to run a discount on one of their slower-selling items, the company has to spend money to do this — to have displays set up in a store or have that item on a certain shelf. If it works, more people will buy the item at the lower price point. Essentially, a trade promotion is the process of spending money to get more money in the future, Whatley told TechCrunch.

Figuring out all of the trade promotions is a complicated process, Whatley explained. Companies receive data feeds on the promotions from several different places, revenue data from retailers, accounting source data to show how many units were shipped and then maybe data directly from retailers. All of that has to be matched against the promotion.

“No API is bringing this data back to brands, so our software helps to automate and track these manual processes so companies can do analytics to see how the promotions are doing,” he added. “It also helps the finance team understand expenses, including which are valid and those that are not.”

What certain companies spend on trade promotions can represent their second-largest cost behind manufacturing, and companies often end up reinvesting between 20% and 30% of their revenue into trade promotions, Whatley said. This is a big market, representing untapped growth, especially with U.S. CPG sales topping $720 billion in 2020.

“You can see how messy the whole industry is, which is why we have a bright future and huge TAM,” he added. “With this new funding, we can target other parts of the P&L like supply chain and salaries. We also provide analytics for their strategy and where they should be spending it — which store, on which supply. By allocating resources the right way, companies typically see a 10% boost in sales as a result.”

Whatley started the company in 2017 with his brother, Daniel, Stuart Kennedy and Nikki McNeil while a Harvard undergrad. Since raising the funding back in February, the company has grown 2.5x in revenue, while employee headcount grew 4x over the past 12 months to 20.

Costanoa Ventures led the investment and was joined by Torch Capital and a group of angel investors including Fivestars CTO Matt Doka and Hu’s Kitchen CEO Mark Ramadan.

John Cowgill, partner at Costanoa, said though Cresicor raised a seed round, the company was already acquiring brands and capital before releasing a product and grew to almost a Series A company without any outside capital, saying it “blew me away.”

Cresicor is the “perfect example” of a company that Costanoa would get excited about — a vertical software company using data or machine learning to augment a pain point, Cowgill added.

“The CPG industry is in the middle of a rapid change where we see all of these emerging, digital native and mission-driven brands rapidly eating share from incumbents,” he added. “For the next generation of brands to compete, they have to win in trade promotion management. Cresicor’s opportunity to go beyond trade is significant. It is just a starting point to build a company that is the core enabler of great brands.”

The new funding will be used mainly to hire more talent in the areas of engineering and customer success so the company can hit its next benchmarks, Alexander Whatley said. He also intends to use the funding to acquire new brands and on software development. Cresicor boasts a list of customers including Perfect Snacks, Oatly and Hint Water.

The retail industry is valued at $5.5 trillion, and one-fifth of it is CPG, Whatley said. As a result, he has his eye on going after other verticals within CPG, like electronics and pet food, and then expanding into other areas.

“We are also going to work with enterprise companies — we see an opportunity to work with companies like P&G and General Mills, and we also want to build an ecosystem around trade promotion and launch into other profit and loss areas,” Whatley said.

Just about every company is sitting on vast amounts of data, which they can use to their advantage if they can just learn how to harness it. Data is actually the fuel for machine learning models, and with the proper tools, businesses can learn to process this data and build models to help them compete in a rapidly changing marketplace, to react more quickly to shifting customer requirements and to find insights faster than any human ever possibly could.

Boston-based DataRobot, a late-stage startup that has built a platform to help companies navigate the machine learning model lifecycle, has been raising money by the bushel over the last several years, including $206 million in September 2019 and another $300 million in July. DataRobot CEO Dan Wright will be joining us on a panel to discuss the role of data in business at TC Sessions: SaaS on October 27th.

The company covers the gamut of the machine learning lifecycle, including preparing data, operationalizing it and finally building APIs to make it useful for the organization as it attempts to build a soup-to-nuts platform. DataRobot’s broad platform approach has appealed to investors.

As we wrote at the time of the $206 million round:

The company has been catching the attention of these investors by offering a machine learning platform aimed at analysts, developers and data scientists to help build predictive models much more quickly than it typically takes using traditional methodologies. Once built, the company provides a way to deliver the model in the form of an API, simplifying deployment.

DataRobot has raised a total of $1 billion on $6.3 billion post valuation, according to PitchBook data, and it’s been putting that money to work to add to its platform of services. Most recently the company acquired Algorithmia, which helps manage machine learning models.

As the pandemic has pushed more business online, companies are always looking for an edge, and one way to achieve that is by taking advantage of AI and machine learning. Wright will be joined on the data panel by Monte Carlo co-founder and CEO Barr Moses and AgentSync co-founder and CTO Jenn Knight to discuss the growing role of data in business operations

In addition to our discussion with Wright, the conference will also include Microsoft’s Jared Spataro, Amplitude’s Olivia Rose, as well as investors Kobie Fuller and Laela Sturdy, among others. We hope you’ll join us. It’s going to be a thought-provoking lineup.

Buy your pass now to save up to $100. We can’t wait to see you in October!

Relationships ultimately close deals, but long-term relationships come with a lot of baggage, i.e. email interactions, documents and meetings.

Affinity wants to take what Ray Zhou, co-founder and CEO, refers to as “data exhaust,” all of those daily interactions and communications, and apply machine learning analysis and provide insights on who in the organization has the best chance of getting that initial meeting and closing the deal.

Today, the company announced $80 million in Series C funding, led by Menlo Ventures, which was joined by Advance Venture Partners, Sprints Capital, Pear Ventures, Sway Ventures, MassMutual Ventures, Teamworthy and ECT Capital Partners’ Brian N. Sheth. The new funding gives the company $120 million in total funding since it was founded in 2014.

Affinity, based in San Francisco, is focused on industries like investment banking, private equity, venture capital, consulting and real estate, where Zhou told TechCrunch there aren’t customer relationship management systems or networking platforms that cater to the specific needs of the long-term relationship.

Stanford grads Zhou and co-founder Shubham Goel started the company after recognizing that while there was software for transactional relationships, there wasn’t a good option for the relationship journeys.

He cites data that show up to 90% of company profiles and contact information living in traditional CRM systems are incomplete or out of date. This comes as market researcher Gartner reported the global CRM software market grew 12.6% to $69 billion in 2020.

“It is almost bigger than sales,” Zhou said. “Our worldview is that relationships are the biggest industries in the world. Some would disagree, but relationships are an asset class, they are a currency that separates the winners from the losers.”

Instead, Affinity created “a new breed of CRM,”  Zhou said, that automates the inputting of that data constantly and adds information, like revenue, staff size and funding from proprietary data sources, to assign a score to a potential opportunity and increase the chances of closing a deal.

Affinity people profile. Image Credits: Affinity

He intends to use the new funding to expand sales, marketing and engineering to support new products and customers. The company has 125 employees currently; Zhou expects to be over 200 by next year.

To date, the company’s platform has analyzed over 18 trillion emails and 213 million calendar events and currently drives over 500,000 new introductions and tracks 450,000 deals per month. It also has more than 1,700 customers in 70 countries, boasting a list that includes Bain Capital Ventures, Kleiner Perkins, SoftBank Group, Nike, Qualcomm and Twilio.

Tyler Sosin, partner at Menlo Ventures, said he met Zhou and Goel at a time when the firm was looking into CRM companies, but it wasn’t until years later that Affinity came up again when Menlo itself wanted to work with a more modern platform.

As a user of Affinity himself, Sosin said the platform gives him the data he cares about and “removes the manual drudgery of entry and friction in the process.” Affinity also built a product that was intuitive to navigate.

“We have always had an interest in getting CRMs to the next generation, and Affinity is defining itself in a new category of relationship intelligence and just crushing it in the private capital markets,” he said. “They are scaling at an impressive growth rate and solving a hard problem that we don’t see many other companies in the space doing.”