Making Work Better: Humu Applies Behavioral Science and AI to Optimize Employee and Enterprise Performance

As the world shifts towards a knowledge economy, enterprises need to re-imagine how they do business. They are realizing that their employees are their most important asset and are searching for a smarter way to engage, encourage, and drive the best performance. Enter Humu, a platform working at the intersection of behavioral science and AI to solve that very issue.

Humu, a recent addition to the TCV portfolio, is rapidly gaining adoption from some of the world’s largest and most complex organizations. Its intelligent technology platform coaches managers and employees into developing work habits that are scientifically proven to drive performance. Humu was co-founded by CEO Laszlo Bock, former Google SVP of People Operations, and is the output of decades of his work and experience in helping make HR a more data-driven function. Laszlo is uniquely positioned to build the Humu technology platform into a must-have for organizations looking to drive employee engagement, optimize performance, and improve productivity.

Specifically, by nudging employees with short, behavioral science-backed recommendations, Humu provides personalized guidance that’s unique to each employee, helping workers to build better habits, while also driving towards organizational goals, including employee retention, manager effectiveness, productivity, and inclusive cultures.

TCV is thrilled to lead Humu’s $60 million Series C. The investment, which follows two years of significant growth for the Company, will fuel new product innovations geared to support managers and their teams. TCV venture partner Jessica Neal, former Chief Talent Officer at Netflix, has joined Humu’s Board of Directors as part of our new partnership.

TCV’s experience in seeing the magic in the Right Content, Right Person, Right Time

TCV has long understood the value of delivering engaging, timely content to the right person at the right time and has invested based on this thesis for over two decades, including in companies like Netflix (video), Spotify (music), Peloton (fitness), and Newsela (K-12 instructional content).

TCV believes that timely content curation and delivery should extend from our consumer lives to our work lives: if Netflix can feed us more of what we need to keep us entertained, why wouldn’t we benefit from similar capabilities in the workplace? Businesses need a system that serves us the right content at the right time to help us perform better.

What is exciting about Humu? Humu is driving real outcomes

Humu’s AI-based Nudge Engine™ technology drives timely “nudges” to encourage employees to do more of what creates optimal outcomes and experiences for employees and enterprises. Nudges are delivered in curated pathways that are algorithmically generated, sequenced, and tailored to a particular initiative and employee.

At a glance:

  • Every Humu nudge is based on academic research and carefully crafted by Humu “people analytics” experts
  • User experience panels ensure nudges are easy to understand and act on. Feedback loops make it possible to turn off what’s not working, and send more of what is
  • Employees turn to nudges more and more over time. Sustained nudge engagement rates across customers are as high as 95%

At Silicon Valley Bank, Humu’s nudges focus managers and employees on what matters most – and remind them at just the right moments to adjust their habits. That could be in supporting managers who may be too focused on execution at the cost of supporting employee development and encouraging them to find ways to offer their people personalized growth opportunities. Don’t take our word for it…hear it directly from Humu’s customer SVB:

“People don’t have to wait for management to roll out a time-intensive program. Humu provides our employees with relevant, customized feedback that’s not generic or mundane. Nudges democratize the employee engagement process; they make learning much timelier and easier for everyone involved. We have a 70% open rate, which means it’s going really well. The right nudge at the right time really makes all the difference.”

Chris Edmonds-Waters, Chief Human Resources Officer at Silicon Valley Bank

A team that helped build a trillion-dollar business, and is now on a mission to solve work for everyone

Humu’s CEO Laszlo Bock helped build and lead Google’s people function for ten years, a role in which he was responsible for attracting, developing, retaining, and delighting ‘Googlers’ (he distilled a lot of his practices and insights into his book published in 2015, Work Rules!: Insights from Inside Google That Will Transform How You Live and Lead).

He co-founded Humu in 2017 with former Google colleagues Wayne Crosby (former Director of Engineering) and Dr. Jessie Wisdom (former People Analytics Manager). Together, this formidable team founded Humu “to make work better through machine learning, science, and a little bit of love” – not to mention everything they had learned about smart use of data.

“When we began this journey in 2017, we knew our experience in pioneering the field of people analytics would help us build what we believe is the best technology for supporting managers and employees, and we’re proud of the impact we’ve made.

This latest investment, led by TCV, signals our partners’ confidence in our ability to deliver on that promise long into the future, and we’re excited for what we’ll bring to the market, especially for managers, in the months to come.”

Laszlo Bock, CEO of Humu

TCV is excited to be a partner in building a category leader

TCV believes Humu represents an opportunity to back an emerging leader in the HR technology sector, led by a world-class team that’s uniquely positioned to penetrate a massive market with compelling industry growth tailwinds. With this latest round of funding, Humu aims to take steps towards executing its bold vision of facilitating building a unique, high-performing culture for its client organizations based on proven best practices. As a firm that focuses on long-term value creation, TCV believes that Humu, with its deep background in people analytics, has the potential to make a positive impact on the way we all work.

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The views and opinions expressed are those of the speakers and do not necessarily reflect those of TCMI, Inc. or its affiliates (“TCV”). TCV has not verified the accuracy of any statements by the speakers and disclaims any responsibility therefor. This post is not an offer to sell or the solicitation of an offer to purchase an interest in any private fund managed or sponsored by TCV or any of the securities of any company discussed. The TCV portfolio companies identified, if any, are not necessarily representative of all TCV investments, and no assumption should be made that the investments identified were or will be profitable. For a complete list of TCV investments, please visit www.tcv.com/all-companies/. For additional important disclaimers regarding this interview and blog post, please see “Informational Purposes Only” in the Terms of Use for TCV’s website, available at http://www.tcv.com/terms-of-use/.


TCV Welcomes Edie Ashton as Chief Information Officer

Over the past 26 years, we have grown our portfolio companies and our own team to a point where TCV is operating across three offices in the U.S. and Europe. Due to the scale and global reach of our organization, we are excited to expand TCV’s executive talent to take us to the next level.

As such, we are thrilled to announce that Edie Ashton is joining the firm as Chief Information Officer (CIO). Edie was previously at The Carlyle Group, where she spent nine years, most recently serving as segment CIO for Global Private Equity. Adding Edie to our leadership team is a critical piece of our growth trajectory and demonstrates our ongoing commitment to deploy modern technology in support of our data-centric culture.

Edie comes to TCV with deep experience in both financial services and data strategy. As CIO, she will help advance growth by focusing on talent excellence, agility, and innovation in areas such as applied AI and distributed infrastructure—bringing a deeper alignment of IT and TCV’s core business as we pursue seamless global collaboration and acceleration of our investment platform.

Edie started her career at the Capital Group and Jefferies & Company, before enjoying a decade-long run in the telecom industry, implementing data warehouses and analytics platforms at global brands such as Nextel, Sprint, and RCN. At Carlyle, Edie proved herself a versatile business-oriented technologist who introduced the first data governance program and established a diversity and inclusion plan for the IT division.

“Edie is joining TCV at the right time,” says Nathan Sanders, General Partner and Chief Operating Officer at TCV. “We are experiencing significant growth and expansion of our team globally and have seen the benefits of leveraging sophisticated IT technology across our portfolio and TCV. Edie is a proven IT leader and tech visionary, focused on results that advance the whole organization. We are thrilled to welcome her to the TCV family.”


Invest Like the Best: Jay Hoag – Calibrating Market Adoption

Post by Patrick O’Shaughnessy

My guest today is Jay Hoag, co-founder of TCV. If you look at Jay’s investment track record, it’s a “who’s who” of tech giants with Airbnb, Netflix, Peloton, Zillow, and a list that does not stop there. Needless to say, Jay has a Hall of Fame career. During our conversation, we talk about his own journey founding TCV, what advice he has for visionaries, and why he sees advantages for private to public crossover investors. Jay has such a wealth of experience that is on display throughout this episode. Please enjoy my conversation with Jay Hoag.

For the full show notes, transcript, and links to the best content to learn more, check out the episode page here.

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The views and opinions expressed are those of the speakers and do not necessarily reflect those of TCMI, Inc. or its affiliates (“TCV”). TCV has not verified the accuracy of any statements by the speakers and disclaims any responsibility therefor. This interview and blog post are not an offer to sell or the solicitation of an offer to purchase an interest in any private fund managed or sponsored by TCV or any of the securities of any company discussed. The TCV portfolio companies identified, if any, are not necessarily representative of all TCV investments, and no assumption should be made that the investments identified were or will be profitable. For a complete list of TCV investments, please visit www.tcv.com/all-companies/. For additional important disclaimers regarding this interview and blog post, please see “Informational Purposes Only” in the Terms of Use for TCV’s website, available at http://www.tcv.com/terms-of-use/.


AxiomSL: A Fintech Franchise Takes Off

The financial crisis of 2008 came as a resounding shock for countless companies, including many in the financial industry itself. But not for AxiomSL, a leading provider of cloud-enabled software for governance, risk, and compliance (GRC) regulatory reporting solutions to the financial services industry.

AxiomSL was founded by Alex Tsigutkin and Vladimir Etkin in 1991. As data management experts they had seen disorganized, unintegrated GRC processes even in highly regarded financial firms. “Everywhere I went, it was the same. The data was all over the place, in different systems and different departments,” explains Tsigutkin, CEO of AxiomSL. “We saw a real need to bring all of this enterprise data together at a granular level.”  Large financial institutions soon began adopting AxiomSL’s software to assemble data they used for assessing risks and reporting financial results to investors and regulators.

Then the repeal of the Glass-Steagall Banking Act in 1999 freed financial institutions to diversify into a wide range of new activities, and GRC processes took a back seat comparatively. The new priority was financial innovation and growth, to extend the United States’ position of prominence in global finance. “For years, the government and regulators didn’t put that much pressure on financial institutions,” Tsigutkin points out. “That changed completely after the 2008 financial crisis, and that’s when AxiomSL really took off.”

By this time, the company’s software data management platform and related algorithms organized operating data to align with the latest requirements of various regulatory authorities in multiple countries globally. These category-leading capabilities spurred AxiomSL’s sales growth into double-digit territory. International business began climbing too. “We were growing like wheat in the fields,” says Tsigutkin, a native of Ukraine.

But growth also brought some challenges. AxiomSL had always given its customers attentive support, especially when they were new to automating GRC processes. With rapid growth, that level of care was becoming harder to sustain; a successful strategy for landing and expanding clients was reaching its limits. “It’s very difficult to do everything on your own, especially dealing with a large and growing client base at the same time,” Tsigutkin says. “I felt this was a great opportunity to put some expert disciplines together. When I got advice on how to do that, it was to bring top notch growth equity into the mix.”

So Tsigutkin invited growth-stage investors to present their ideas for AxiomSL, including TCV, a firm he knew well from regular interactions in the past. With around $2 billion already invested in fintech, TCV understood that AxiomSL’s business could grow even faster for three interrelated reasons: an explosion of data in the financial world, proliferating regulations around the globe, and sharply higher consequences for financial companies that mismanaged them. With tighter financial discipline, more proactive sales efforts and scaling up systems and processes, AxiomSL believed it could become not just a category leader but the global standard for risk management and regulatory infrastructure solutions for the financial services industry.

“As we talked with private equity firms, TCV was distinctive in a number of aspects,” recalls Etkin, the company’s CTO. “They had proven success with fintech and GRC companies, so their long-term vision for AxiomSL and their approach to collaborative business-building really stood out.”

TCV invested in AxiomSL in June of 2017, and the new partnership moved fast. “TCV knows how to focus on what’s key for scaling a company, not just growing in the same way,” Tsigutkin explains. For example, TCV pinpointed the need for industrializing sales, sales leadership as well as more robust processes for planning and budgeting. “They also helped us understand how to use equity to attract and reward people,” Etkin notes, which enabled the company to recruit multiple new executives with significant experience scaling similar organizations.

“TCV saw in AxiomSL a category leading industry-specific software business with next generation technology, a highly satisfied client base, a mission-critical use case, – and most importantly, product-centric co-founders and partners in Alex and Vlad who had deep subject matter expertise and a strong growth orientation.” recalled Nari Ansari, TCV general partner and former board director at AxiomSL.

The collaborative approach between AxiomSL management and TCV helped AxiomSL accelerate growth, increasing software revenue over 150% in three years. Its ControllerView® intelligent data management and analytics platform could provide thousands of reports across dozens of jurisdictions and more than 100 regulatory agencies. From 60 employees during the financial crisis, the company had grown to nearly 900 globally. According to Tsigutkin, “having such a strong team really helped us to build a world-class organization.”

Consistent with TCV’s longstanding investment thesis for governance risk and compliance solutions, change and complexity can provide for significant opportunities for leading software vendors.  Indeed, AxiomSL’s positioning for its offering set has been as a “Platform for Change” given the constantly evolving regulatory environment for financial services market participants.  As the business entered 2020, that change orientation would become even more paramount.

“As COVID-19 started in early 2020, the world changed quickly, and the swiftness of market happenings was adding increased complexity for banks and regulators alike. During this period, AxiomSL’s value proposition in understanding and managing risk continued to demonstrate its importance and the business saw sustained momentum throughout 2020,” remarked Amol Helekar, a TCV principal. 

When the pandemic hit, AxiomSL as an organization had to adapt as quickly as its customers. “Being with TCV during this period was absolutely a blessing,” Tsigutkin recalls. “First they helped us to stay calm and provided very sound advice about our talent strategy and the welfare of our valued Axiom team members. Then they helped us focus on execution and growth. Moving more into digital marketing, for example, really enabled us to keep growing in 2020.  TCV also supported us as we increased our investment in cloud offerings which became even more important in a distributed COVID world for our bank clients.”

AxiomSL’s hyper-growth during the TCV partnership resulted in consistent market share gains. Along with the company’s strong profitability, blue chip client list and technology leadership, these attributes brought interest from outside parties, particularly private equity firms. As Rick Kimball, TCV founding general partner and former AxiomSL board director remarked, “Alex, Vlad, and the team transformed the organization during our partnership while deftly executing a growth agenda that expanded the business on multiple dimensions.”

In the fall of 2020, TCV worked collaboratively with Alex, Vlad, and the AxiomSL management team to assess this external investment interest and prepare the business to explore various alternatives. Ultimately this brought an offer from private equity firm Thoma Bravo to acquire a majority stake in the company.  The new investment closed in December of 2020 in one of the largest GRC transactions of its kind, and Tsigutkin took a moment to reflect, “Our growth is due in no small part to the contributions of TCV, who has been a critical partner for AxiomSL for the past three years as we grew the franchise at a record pace.”


Full Potential SaaS

We believe that SaaS vendors, particularly vertical and SMB, that provide a “system of record” are seeing massive increases in TAM, competitive moats, and economic opportunity. By extending and leveraging their workflow, data, and account ownership, SaaS vendors are delighting end customers while creating platform and networks.

With opportunity comes competition, both from within one’s category (e.g. application area) or from adjacent categories within one’s vertical (e.g. industry). As boards and management teams wake up to the opportunity, they realize that the race is on to capture the full potential of their vertical.

This post is a framework to help leaders of SaaS companies think through the strategic choices and hopefully increase the odds of reaching their full potential.Strategy is implemented by focused alignment of execution, talent, M&A, organizational structure, functional excellence, and financial and governance/board frameworks.

Finally, it’s important to acknowledge that very few companies have reached “full potential,” and this framework is inherently aspirational. However, “most entrepreneurs aren’t building a house, they are putting bricks in the foundation of a skyscraper” (Naval Ravikant). Aspiration is important, so hopefully this is an articulation of what is possible.

Lead the Category

This phase of the SaaS strategy is well understood. A SaaS company aspires to:

  1. build a great product (and service)
  2. over time, build an efficient and repeatable go-to-market model (marketing -> sales -> onboarding)
  3. and then “add capital” and execution to press its advantage against sluggish incumbents or poorly capitalized competitors

This is the playbook that Omniture and our portfolio company ExactTarget pioneered a decade ago. Despite massive capital inflows into SaaS and deteriorating economics, this model generally still works today.

On the product side, scale in data + AI can create increasing differentiation. For example, when you start to have more data than anyone else, you can flip your product from being reactive to proactive — having the product tell users where to look and how to optimize the system. Both Xero and Shopify have done this well.

Five other things to think about in this early phase that don’t get enough attention:

  • Scalable onboarding: Onboarding friction can be unaccounted drivers of CAC and churn. A great onboarding process builds the trust and confidence that are the foundations of virality/word of mouth, future cross- as well as third party channel strategies. Carefully measure funnel metrics and be attentive to new customer NPS. Automate early as “throwing bodies at it” can create process debt that will be difficult to unwind later.
  • Expansion: Expansion drives net revenue retention and most of the strategies we are about to discuss. With all sales processes, it’s a lot easier to learn, iterate, and optimize with fewer bodies and less complexity.
  • UI and Architecture: Like onboarding, these can be long-lead time fixes that compound as your business scales and gets more complex. A specific call out is to plan for an API strategy. It can facilitate future partner strategies and increase the value and stickiness of your offering.
  • Pricing structure/strategy: You will constantly revisit tactics, but it’s important to have some sense of how your pricing structure might change over time.
  • Foundations for global, including a work culture that can support distributed executives and operations, and good product feedback loops that incorporate non-home market needs.

Hyperscale Locations, Feed the Beast

A lot of ink has been spilled on forward investing in sales and marketing, and arguably it’s part of a/the “lead the category” strategy. But, it’s worth a call out as it’s important you don’t take your eye off the ball too early. So much of winning and future monetization is getting location market share. When the wind is at your back, go get it done! Market structures have a nasty habit of shifting, future secular tailwinds may abate, or competitors may leapfrog your product or your go-to-market model. If your churn and sales economics are sound, keep “feeding the beast!”

One particularly powerful unlock is Channel. There are verticals and categories, where influencers in a channel are kingmakers and can help you engage with segments that are otherwise difficult or uneconomical to reach.  Furthermore, Channel partners’ engagement and contributions can enrich your products and increase overall customer value. A great example is in tax software, where Xero’s wooing of accountants proved to be an effective source of customers and a formidable competitive moat (thereby disrupting the incumbent provider). Xero went as far as offering free practice management tools to help accountants run and grow their business on Xero.

Win the Control Points: Own Your Vertical

This is where management teams are faced with a paradox of choice: “Where should we go next? How should we spend the next incremental dollar? On increasing ARPU, acquiring incremental locations, or expanding into new verticals, geos or segments?” At this juncture, it is our belief that you should focus on winning the control points. In vertical SaaS, there are typically one or two control points, “systems of record.” Usually one control point in the front office (e.g. Point of Sale, CRM, e-commerce) – “that drives sales, that grows the business, that serves as the cash register.” And one control point in the back office (e.g. general ledger) – “where everything else reconciles to.” Hopefully, you provide one of the systems of record, so go build or acquire the other system(s) of record and secure the high ground! 

Pragmatically, a system of record is the last software package a customer will “turn off” in a tough economic time.

We also like to think about the concept of “gravity”:

  • Workflow gravity – the system that all other systems integrate to – it’s where the most users spend the most time. Not all workflows deliver the same value; in my experience the system of record workflow tends to deliver the most value.
  • Data gravity – the system that creates and holds the most critical information and is the hardest to migrate. That data can be critical to a client for a wide range of applications, from understanding their customers (e.g. CRM) to managing risk (e.g. compliance). Data also can be critical in two-level situations, such as loan underwriting (e.g. a bank underwriting a merchant’s risk via POS data) or supplier information management (e.g. a client managing risk by validating supplier capabilities and quality). Data depth and scope also create gravity where AI technologies can be highly productive.
  • Account gravity – the user/sponsor of the system is the highest-ranking individual in the customer organization; it’s the system that requires the biggest financial outlay, etc.

Winning the other system of record is not easy. By definition, a system of record is hard to displace and unless the market is greenfield pen and paper, competition can be challenging. You may be able to do it organically with product innovation, but M&A can be the more desirable path if “integration debt” is manageable. If M&A is not possible, a slow winnowing of your competitor may be the only approach available to you.

If you own multiple systems of record in a vertical, the benefits are enormous:

  • Customer delight: automation from integrated workflows and potentially unified data and data models allow efficiencies and offerings unavailable before
  • “SaaS as a Platform and SaaS as Network” opportunities
  • Stronger account ownership to capture incremental spend and drive more efficient growth
  • A new level of durability and stickiness

A good example is Veeva. The company started in 2007 with the launch of a CRM and a sales automation platform for pharma sales reps (e.g. record their activity, keep track of the doctors they meet with or drop off samples for, etc.). After becoming the dominant player in that category, Veeva saw an opportunity to move backward into research and development for their life science customers (developing new drugs, conducting clinical trials and bringing those drugs to market). In 2011 Veeva launched Vault, a suite of applications that first centered on the core content management needs for clinical trials, regulatory submissions, and quality documentation. The company then expanded to include a series of core data applications that help manage clinical trials, quality processes, safety processes, etc. Veeva is expected to finish 2019 with $1.1B in revenue (26% YoY Growth) and 37% EBIT margins. Vault represented 51% of total revenue and grew 38% YoY. Analysts also estimate Vault meaningfully expanded Veeva’s addressable market. 

Another recent example might be front office player Shopify’s $450M acquisition of 6 River Systems to move into back office fulfillment and warehouse management. Some financial analysts estimate that merchants spend up to ~10-15% of their GMV on logistics which could potentially provide multiples of Shopify’s current take rate.

Expand Headroom

With category leadership comes high market share and potentially high saturation. Long-term growth is driven by location growth, as there’s generally a finite share of wallet you can access. It’s important to invest in the S-curves of geos, segments, and adjacent verticals that can unlock new location TAM. This can take a couple of tries before you’re successful, so start this during your growth phase when there’s less pressure on maximizing profitability.

Extend Through the Value Chain

This stage of growth can be transformative. By leveraging the strengths of your core customers, you can expand into a new market with a new set of customers. Typical patterns include moving from front office software to extend to your customer’s customers, or from back office software and extending to suppliers. These can be riskier bets, but success can pay out big here:

  • Increased TAM
  • Workflow that spans multiple parties and creates increased customer value and vendor stickiness
  • Two-level network effects

Supplier

Extension seems to work best by “following the money” and leveraging purchasing power. TCV portfolio company Ariba articulated the “golden rule”— He with the gold rules! By using their leadership in procurement software at large corporate buyers, Ariba extended to build a robust suppliers software business for merchants that serviced those corporate buyers. More recently, Avetta has followed a similar path in the supplier information space by building a strong two-level network effect. We believe corporate clients want to be on Avetta because it has the largest network of suppliers, and suppliers want to be on Avetta because it has the most corporate clients. Avetta’s advantage gets stronger as it scales. Moreover, Avetta has an opportunity to help suppliers do more than just manage compliance information. As a result, Avetta sees growth in helping suppliers grow and operate their business.  

CCC is on the third generation of this approach. They started by serving large auto insurance carriers and then extended into autobody repair shops that serve the carriers. CCC is now in the process of expanding to parts suppliers. By getting all the key constituents on its software platform, CCC is able to leverage AI and automation to massively reduce friction and provide a great customer experience across all steps of the auto insurance process.

Employee

The employee opportunity is similar to the supplier opportunity in terms of “following the money.” Companies can use integrated payroll or time & attendance offerings to establish a relationship with the employee. Employees are also consumers who represent significant B2C opportunities such as consumer lending, insurance, etc. There are big dollars here, but perhaps less opportunity to build significant network effects.

Consumer

The consumer/demand opportunity is the white whale. We believe that SaaS companies tend to capture ~ 50-100bps of GMV for software subscription, whereas online demand channels can take 15-20% of GMV in categories such as hotels and restaurants. In addition to the massive revenue opportunity, Consumer also represents a strategic flank worth monitoring carefully. Online marketplaces have large competing salesforces that engage with your merchant customers and have strategic interests encroach on the software layer to try to control supply.  Booking.com bought Buuteeq and Hotel Ninjas to vertically integrate into hotel supply. Uber is rapidly expanding its driver offering to over-draft protection, a debit card, and likely lending over time to manage driver churn. This is another example of increasing marketplace + SaaS convergence.

That said, success stories of extending SaaS to Consumer are rare. Few SaaS companies have consumer product DNA, the funds, or the skills to build a consumer brand. While a SaaS provider can have a high market share of merchants in a vertical, it’s rare that it has the supply ubiquity that an online marketplace would require. Eventbrite is one of the few companies that has landed as a software tool for creators, built liquidity, and created a marketplace.

Some derivative Consumer monetization models include:

  • Consumer pay: FareHarbor approaches tour and activity operators with a free to merchant, consumer pay model: “We’ll build your website and booking engine for free, with no work on your part; you just pay us for payment processing and the customer will pay us a booking fee.”  
  • Channel management: SiteMinder offers channel management to help hotels manage existing channels in real time. SiteMinder has extended that value proposition to “Demand Plus,” an offering that helps hotels easily expand into new channels to scale demand.
  • Existing customers: While 15-20% marketplace take rates may be sensible for new customer acquisition/discovery, companies such as Olo are looking to move existing customers to lower cost channels through their dispatch offering while taking a much lower percentage of GMV.
  • Customer Co-opt: By seeing consumer data pass through their systems, some SaaS vendors are building consumer profile databases that they might monetize over time. In the recruiting market, we’ve seen players leverage job distribution tools to build a candidate database. Shopify similarly has built a large shopper profile database across all their merchants. While Shopify hasn’t monetized directly, the uplift in conversion rate is likely significant. This model is the most capital efficient but can create conflicts with the vendor’s core merchant customers.

The biggest benefit of extending through the value chain is that it gives you a beachhead and a right to win in a new vertical to start the “full potential” growth cycle again. As you do this, it’s important to reconsider your end market and focus. When Ariba transitioned from procurement software to supply network, they started to represent a front office “system of record” for their suppliers. In doing so, Ariba was both a large enterprise “procurement company” and an SMB “supplier enablement company.” The question was: “Which priority should dominate?” When extension leads to conflicts, there are no easy answers. As such, it is important to acknowledge that this growth strategy is ever-evolving.

Deepen Functionality/ Monetization

Deepen Functionality/Monetization doesn’t literally mean waiting to pursue this step until all other strategies have been completed. It’s more a reflection of priorities. Acquire as many customers as you can, win the control points, and you will likely have many of these profit pools locked up to pursue in the future.

In winning the key control points, for the same reason a single system of record has a lot of “gravity,” you now have an even stronger opportunity to turn your product into a channel. This enables entry into adjacencies with data, workflow, and account ownership advantages for you as well as for the end customer. The most extreme example is the “platform/ecosystem” play, where you monetize third party vendors that want access to the channel your product has become (e.g. Salesforce, Intuit, Shopify). However, most commonly a SaaS vendor will pursue additional monetization with in-house or white-labeled products.

Another key consideration in prioritizing adjacent function/monetization is consistency with your core go-to-market channel and proximity to key decision makers. Go-to-market will determine the financial leverage of the cross-sell and often the overall success. The core advantage of SMB software here is that often the decision-making is relatively consistent and concentrated across software purchases.

Every vertical is different, but there are some common functionality/monetization patterns emerging. Each of these patterns deserves its own write-up, but for the sake of brevity here are some highlights:

  • “Integrated payments -> integrated banking”: The attachment of payments to SaaS has been well covered. That trend is expanding to the attachment of integrated banking. We had an opportunity to interview two of the smartest people in the business, Tim Barash and Jackie Reses. Square is out front here with broad based merchant and consumer plays. To understand the magnitude of the opportunity, Square’s Subscription & Services (most of which are financial services) are expected to reach $1.3B in 2020. This represents 23% of 2020 total GAAP revenue and 47% of 2020 Total Gross Profit (incremental gross profit is ~90%). Brex is earlier in its progression, but we’re excited to see how the company leverages its initial corporate card and expense management offerings to extend into broader financial services.

  •  “Follow the workflow”: At times SaaS companies have actually observed customers at work or mapped out the physical sites to understand all the areas their workflow touches as areas of expansion.
  • “TAM shark”: HashiCorp CEO David McJannet describes expansion as “TAM Shark,” constantly circling the biggest, fastest growing (most change/opportunity) markets. He requires product managers to report on market size and growth of all adjacent categories to make sure they are focused on the biggest opportunities. Generally, over a 2-3 year period companies have one, maybe two opportunities to build distinct add-on businesses. Make sure you’re picking the biggest markets and therefore the biggest payoffs.

Summary

If the typical SaaS playbook is “Lead the Category” and “Hyperscale Locations,” clearly the full potential for vertical SaaS players is dramatically larger than conventional SaaS wisdom would suggest. We’re excited to work with — and hopefully invest in —the frontier players as they explore the “Full Potential of SaaS.”  

If you found this useful, let us know, and we’ll continue to publish and explore the topic. We look forward to hearing your adds, edits, and challenges.

Caveats

  • There’s a tension between aggregating as big a profit pool as quickly as possible vs. “winning the market.”
  • This framework is characterized as a sequential strategy. In reality, most companies are pursuing multiple steps concurrently, and the sequence is more a reflection of prioritization.
  • Time horizon: this approach is a long-term strategy to winning, which may often be at odds with short-term maximization of valuation multiple and financial performance.
  • This approach is informed by a U.S./western/mature approach. In emerging/more greenfield markets, less focus and value chain expansion earlier in company development may make sense.

The views and opinions expressed are those of the authors and do not necessarily reflect those of TCMI, Inc. or its affiliates (“TCV”). TCV has not verified the accuracy of any statements by the authors and disclaims any responsibility therefor. This blog post is not an offer to sell or the solicitation of an offer to purchase an interest in any private fund managed or sponsored by TCV or any of the securities of any company discussed. The TCV portfolio companies identified above are not necessarily representative of all TCV investments, and no assumption should be made that the investments identified were or will be profitable. For a complete list of TCV investments, please visit www.tcv.com/all-companies/. For additional important disclaimers regarding this document, please see “Informational Purposes Only” in the Terms of Use for TCV’s website, available at http://www.tcv.com/terms-of-use/.

[1] See TCV’s SMB and Vertical SaaS investments at the end of the document.


Match Play: Lessons in Leadership

On the heels of the final rounds of the 50th US Open Tennis Championship, TCV’s General Partner John Doran sat down with George Mulhern, former tennis pro and CEO of Cradlepoint to discuss lessons learned on and off the court. In addition to being CEO of Cradlepoint, a global leader in cloud solutions for 4G/5G-enabled networks, George has been instrumental in driving economic growth in the Northwest region as a venture capitalist. Throughout his 20+ year career, George has drawn on his experiences on the tennis court to succeed through the highs and lows of the ultra-competitive tech industry.

Key takeaways include:

  • How to develop a competitive mentality that keeps you focused
  • The right attitude for responding to adversity
  • Why the mindset of your company’s culture determines long-term success

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John Doran: It’s not every day I get to talk with a fellow tennis player about what the game can teach tech founders and CEOs. How far did your tennis career take you?

George Mulhern: I went to college on a tennis scholarship and then played for a short time on the American Express Satellite tour, which is like the minor league of professional men’s tennis. That was far enough to know that I would have to make my living doing something else.

John Doran: What did tennis teach you about competing in the technology business?

George Mulhern: One of the most important competitive things you learn in tennis is to never give up when you are behind. You can turn around a match completely, like a major pivot in technology, if you keep your head and adjust your strategy and tactics. It truly is not over until it’s over. An equally valuable lesson, one you usually learn the hard way, is to never let up when you are ahead. If you lose momentum it is much tougher to get back on top, and you also give a big shot of confidence to your opponent. The same is true in business. You can never rest on your past successes. Every day is a new game and you have to approach it with the intention and intensity to win.

John Doran: Pro players often talk about knowing their competition and anticipating how a certain player will try to compete against them. Do you see parallels in your business life?

George Mulhern: My experience was that no matter how much you study your competition before a match, it is impossible to completely predict how they will behave. It is more important to have keen situational awareness, flexibility in your own game and the agility and willingness to rapidly adapt. Then you’re ready no matter what the opponent comes at you with.

John Doran: In tennis, top players often try to balance their strengths and stamina and stay in a match with a view to turning around the momentum. Has there ever been a time when you would conserve energy against an opponent in a long match?

George Mulhern: The context for those comments is that players today are achieving a level of conditioning that is unprecedented for tennis. They’re hitting harder and running more for every ball. So you can win a match by outlasting the other player, not just outplaying them. The same is true in technology. If you are investing enough time and effort into that level of conditioning, you don’t need to conserve your energy. Your competitor should run out of gas before you do. By conditioning I mean ensuring that you have, or are acquiring, the skills and capabilities your company needs to sustain success for as long as you stay in business.

John Doran: It’s often said that success in tennis is as much about the mental side of the game as it is about physical talent.  In your world now, as CEO, having a strong mental game is fairly pivotal as well. How do you keep your mental game sharp in the tech business?

George Mulhern: There are all kinds of distractions when you are playing competitive tennis: fans, competitors, weather, injuries, illness, even the last shot you missed. You need the mental toughness to put all those things aside and focus on what is most important, which is the point you are playing right now. It is the same in the tech business. The distractions are different – there is always the latest shiny object grabbing at your attention – but the challenge is the same. You have to stay focused on the key value drivers of your business.

John Doran: On the WTA tour, I understand that coaching is now allowed during matches at certain times, giving the coach a potentially bigger influence on the outcome of a match. Can you share any feedback that you took from your tennis coaches over the years that you still use today?

 George Mulhern: My college coach, whom I now think of more as “Yoda,” taught me it’s not about who has the best strokes or shots. It’s about a simple decision you have to make: (Yoda voice) “Winner, do you want to be?” If you do want to win, then the challenges of becoming a winner don’t feel like a sacrifice. They energize you. You are more than willing to put in the hours of practice and conditioning. You embrace the need to change something in your game if that’s necessary, and you summon the courage to fight until the last shot of the match even when you’re tired and it starts to feel hopeless.

John Doran: Applying the coaching metaphor to your business experience, what kind of performance feedback is most valuable?

George Mulhern: Direct and honest is the best. As you rise in an organization, more people will tell you how great you are. You have to find the folks that will tell you the things that aren’t so positive and nice to hear. As you move into higher levels of leadership you need to grow a thicker skin, but with some permeability so you can accept critical feedback and not over-personalize it. It’s just business. You use the feedback to improve and move on.

John Doran: One of the commonalties about this generation of top tennis players, especially in the men’s game, is the ability of the top players to continually improve and add to their games, allowing people such as Federer, Nadal, and Djokovic to stay on top for so long. In the business and technology world, how do you ensure you’re making the necessary improvements to your game to stay ahead of the competition?

George Mulhern: My first year of college tennis, it really hit home to me that I had to get better every day, because there are a whole bunch of other guys out there who certainly are. It is the same in technology. Every technology company’s culture has to instill a sense of urgency and willingness to embrace and adapt to change. Your existing competitors are striving to improve, new competitors are starting up, and they all want to take your market share. At Cradlepoint we say, “stay humble and hungry, or you will be.”

John Doran: Even the greatest tennis players of all time have lost big matches throughout their careers. What can business leaders learn from that? How do they recover?

George Mulhern: It’s one match. Learn from it, adapt where you need to, and get over it. People in your organization will take their cues from you and react the way you do, so don’t run around like your hair is on fire. Just go to work on finding the path to the next success.

John Doran: Did any of the great tennis players of the past inspire you in ways that affected your success in business?

George Mulhern: One of my life lessons came from a tennis idol of mine – Arthur Ashe. When he was asked what it takes to become a champion, he said “start where you are, use what you have, do what you can.”  Whenever I am faced with what seems like an insurmountable challenge or problem, I remember that quote.  If you just take that first step, the next step becomes clearer, and then so does the next.

John Doran: Thanks so much for your insights, George.

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TCV is an investor in Cradlepoint.

The views and opinions expressed in the transcript above are those of the speakers and do not necessarily reflect those of TCMI, Inc. or its affiliates (“TCV”). This transcript is not an offer to sell or the solicitation of an offer to purchase an interest in any private fund managed or sponsored by TCV or any of the securities of any company discussed. The TCV portfolio companies identified above, if any, are not necessarily representative of all TCV investments, and no assumption should be made that the investments identified were or will be profitable. For a complete list of TCV investments, please visit www.tcv.com/all-companies/. For additional important disclaimers regarding this document, please see “Informational Purposes Only” in the Terms of Use for TCV’s website, available at http://www.tcv.com/terms-of-use/