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Oak HC/FT’s Matt Streisfeld (Common Accomplice) — on M&A in FinTech, AI/ML & Digital Property | by Kailee Costello | Wharton FinTech | Aug, 2023


In right now’s episode, Kailee Costello sits down with Matt Streisfeld, Common Accomplice at Oak HC/FT. Oak is a enterprise and progress fairness agency investing in firms driving transformation in healthcare and fintech. Oak was one of many earliest enterprise traders in fintech, and now has over $5B in belongings underneath administration. Matt joined Oak in 2015 and was not too long ago named certainly one of Insider’s Rising Stars in Enterprise Capital.

“Consolidation occurs pre large waves of progress after which occurs submit large progress … I believe we’re at this era of the wave the place M&A will take the forefront of natural progress methods”

Within the episode, Kailee and Matt talk about:

  • The outlook for FinTech in 2023 and past — what sectors will proceed to develop, and what sectors will discover it tougher within the present local weather?

Matt: Firstly, FinTech has historically been outlined because the verticals. You’ve bought funds, banking, lending, capital markets, asset administration, insurance coverage, and so forth. However simplistically talking, FinTech has advanced to horizontally delivering monetary companies, or driving a monetary consequence by way of software program. If you consider vertical SaaS, for instance, you’ve bought your system or data, workflow and automation instruments, buyer onboarding, fraud identification, verification, and embedded funds all wrapped underneath one umbrella. Ten years in the past, that will not have been factored into FinTech. At this time, I’d say practically each FinTech investor would name that FinTech.

I say that as a result of what we’re actually bullish on is how the evolution of economic companies is being delivered and who the purchasers are which are absorbing these monetary companies. And so when you consider, broadly talking, vertical software program, you consider the embedded monetary companies infrastructure, you consider commerce infrastructure, fraud, identification verification, authentication. These are horizontal fashions which are relevant to companies that don’t simply seem like conventional fintechs however are literally rising firms or SMBs that should be absorbing monetary companies. That’s what’s actually attention-grabbing to us. The areas that I believe are probably the most regarding or I believe have probably the most work to be accomplished is round shopper fintech, notably these which are single-threaded functions, that could be targeted on banking accounts or funding merchandise. I believe that these will battle to amass prospects, differentiate in proposition, and scale effectively long-term until they give you their act twos and act threes and that’s actually absorbed and consumed by their finish buyer.

  • Anticipated consolidation throughout the FinTech panorama

Matt: I believe there shall be some consolidation. Traditionally, for those who have a look at the aftermath of ’99 to ’01, and even submit the nice monetary disaster, there’s all the time a interval of aggregation of capital, de-aggregation, or deceleration of capital, after which consolidation. And consolidation occurs pre-massive waves of progress after which occurs post-massive progress. So, I believe we’re at this era of the wave the place M&A will take the forefront of natural progress methods and I believe these single-threaded functions shall be absorbed by those who need to diversify their product portfolios.

  • The M&A atmosphere for fintechs

Matt: On one hand, I believe there’s going to be a large alternative on the acquisition facet for the growth-funded firms which have grown and have achieved fairly good scale and perhaps have worthwhile underlying economics and mixture companies, perhaps they’re sort of breaking and dropping a bit of cash. I believe there shall be a mix of public, non-public, and even non-public and personal that assume one plus one may equal three. I’m serious about this purely from the B2B and the infrastructure facet of it that can create a catalyst for acquisitions.

The second facet of it’s you will have some actually nice firms which have gone public in 2020 and 2021 which are, I hate to make use of the phrase “orphaned”, within the public atmosphere, however they’re definitely depressed. I’ll provide you with an instance: it’s mid-pandemic. The general public fintech firms (as in, funds, B2B, SaaS, and lending) — the ahead income a number of for these firms have been buying and selling at 12.7x. Publish-pandemic, these firms got here down and the median valuations of that very same subset are actually 2.9x. So you will have this degradation of multiples of round 77%. And also you’d say, “What’s the catalyst for this?”. So, progress has decreased by over 50% for these companies. And look, as a substitute of rising at 50–100%, perhaps they’re rising at someplace between 15–30%. And traditionally, these steady companies which are rising 20–30% and are worthwhile and succeed the rule of 40, are actually good public-stage firms. However, no matter that, they only don’t have sufficient maturity within the public markets. Their inventory costs are down. You have got employer retention points. I believe there shall be a possibility for these firms to resolve to go non-public. There’ll be consolidation, perhaps a public-to-public kind of acquisition. However there are some actually nice firms which are on the market with valuations that don’t essentially match historic fundamentals, which signifies that both one thing has to alter to get the basics proper or to create probably the most shareholder worth, there’ll most likely need to be a change of management.

  • What stands out in distinction between this most up-to-date boom-bust cycle in 2021–2022 versus the cycles that FinTech has gone by way of prior to now

Matt: If you consider the FinTech cycles, like 1.0, 2.0, 3.0, there’s been an evolution of how the product has advanced and who the tip buyer is. FinTech 1.0, everybody would say, was round altering shopper habits, adopting a greater UI, creating a greater buyer journey, and simply being a greater customer-facing resolution than historic monetary establishments. Now, that has labored to a level, however I believe the speed at which, for instance, AI and expertise goes to evolve, will allow these FIs to catch up.

Fintech 2.0. is absolutely across the enchancment within the infrastructure and shifting from legacy options and legacy infrastructure to extra modernized options, extra scalability, and higher modality. You’ve bought extra relationships, and dynamics the place you possibly can create a greater relationship between the tip buyer and the corporate delivering the service. That being stated, sitting right here serious about the three.0, I’m going again to that current instance, which is I believe monetary companies have gotten more and more extra horizontalized.

One factor so as to add, you had a brand new true product providing, BNPL, which has been round for some years, again to Invoice Me Later and the acquisition by PayPal. You had these firms that have been priced at 20, 30, 40X income multiples, as a result of they have been seen as higher, extra like funds companies. Nevertheless, that growth ended up creating a large downfall in public valuations as a result of they ended up reverting again to being perceived as shopper fintech firms. And for those who return to love the unique, like 1.0 and Lending Membership and P2P, these are firms that have been buying and selling at 10, 15X, ahead income multiples; I believe they got here again right down to 1–2X. I believe that’s a very attention-grabbing part. What we’ve been seeing on this cycle is, you will have these new actually nice FinTech firms, however they’ve been perceived and reverted again to one thing that an investor may relate to; taking a agency that actually has created super shopper consciousness, service provider consciousness, it’s additionally a real ache level, is another fee schema, however is now being checked out as a shopper lending enterprise, which I simply assume is misunderstood. And I believe that’s essentially an instance of what’s been taking place in these cycles. The opposite factor that we’re seeing too is the PSPs and the service provider acquirers that have been buying and selling at 10+X multiples are actually reverting again to historic technique of wherever from 2–5X income. I believe that additionally shifts not simply the general public markets but in addition impacts the non-public markets and the way we understand funds and fee infrastructure companies.

  • Whether or not fintechs are misunderstood by the market with these present valuations, or whether or not among the firms are true fintechs whereas others are extra like a regular monetary establishment

Matt: I believe the general public investor is fairly sensible, however the public investor can be fairly fickle. They see the differentiator within the providing, they see the market share accretion, they usually see the best way that the providing is being delivered otherwise. These are all nice. These are firms that would develop. However on the finish of the day, a public investor continues to be attempting to determine the way you’re going to make me cash. So, what we’ve seen within the cycle is there must be a transparent profitability proposition or a capability to achieve market share at a fast fee with out deteriorating monetary profile. I believe we’re nonetheless actually early within the ’21 and ’22 cohorts, to point out the long-term capability to generate profitability, and I believe that would be the level the place public traders come again to the house.

By way of what occurs from a cycle standpoint, I believe you see the growth cycles, you see the degradation cycles, you understand, we’re sort of at this plateau relationship. You’ll be able to see that really within the FinTech index for those who have a look at what’s gone up and what’s come down after which type of the plateauing of that relationship. I believe we’re at that first inning of the place FinTech 3.0 is heading and it’s actually thrilling. That’s why we as Oak exist and why we proceed to spend money on the house.

  • Essentially the most promising alternatives in FinTech in the intervening time

Matt: When you assume the shift within the capability to construct software program, new capabilities for probabilistic computing, if you consider quantitative outputs — there’s a lot extra knowledge and shifts within the underlying strategies. Desirous about the broader AI house, the fashions that we’re coaching knowledge on, in addition to the flexibility to construct higher software program sooner, are rising at an exponential fee. Going again to love fintech 1.0 and fintech 2.0, there are nonetheless a number of kludgy processes that exist inside the monetary companies ecosystem, there’s nonetheless a number of type of inertia when it comes to modifications in processes. And I believe there shall be this technological shift that reduces extra of that inertia and goes to cut back a number of that lack of automation and lack of innovation that’s taking place from a processes standpoint. I do know which will sound a bit of generic, however what I believe you’re truly seeing is each single enterprise mannequin in monetary companies goes to undergo some kind of evolution. And it’s not saying, “Hey, an organization that was constructed 10 years in the past goes to be disrupted by the following firm within the subsequent 10 years”. I truly assume the businesses which have been constructed within the final 10 years which have nice buyer relationships and traction are going to proceed to evolve and develop at a fairly enticing clip as a result of the moat that they’ve created has been on the shopper facet. The distinction is that they’re constructing off of legacy techniques, however I believe expertise will allow them to take away their legacy techniques and construct on extra modernized options. And once more, it’s like we wish to be taking part in in an area the place we’re offering the picks and shovels to the FIs or to the rising enterprises or to the SMBs that want these expertise options to supply higher merchandise to their prospects. And it actually does stretch throughout these horizontals that I used to be referring to earlier.

  • AI and ML, and what makes a fintech stand out on this house

Matt: These are firms that aren’t simply superior of their learnings and their capabilities and their datasets and the variety of knowledge parameters which are enter into their fashions, however, extra importantly, it’s the best way they’ve approached their markets. For instance, elevating their arms and saying, “Hey, we wish to make it easier to and your buyer or finish associate, and we wish to do it in the fitting means”. So, when you consider AI in monetary companies, there’s going to be a number of pushback for those who’ve bought the “black field”. What we get enthusiastic about is the overall reverse. We might help clear up actually essential points for you utilizing AI expertise to foretell outcomes, utilizing majority voting prompts, utilizing fashions which are enabling billions of information parameters and you understand, not simply that, it’s additionally choice bushes and stack rating, probabilistic outcomes. All these issues are useful to the underlying prospects to say, “Hey, pay attention, we’ve methods that will help you drive a greater outcome”. And I believe that’s the place it will get tremendous thrilling round the place we’re at as a result of this expertise requires billions of information factors and people that know how you can make the machines work. So firms like Pagaya and Justt are ready to say like, “Hey, we wish to make it easier to and we wish to allow you to learn right here.” That’s the place there’s simply a lot alternative.

  • Use instances for generative AI in fintech

Matt: We’re nonetheless early innings right here. So you consider the vertical utility of the generative AI capabilities. After which you consider quantitative evaluation, like the place we’re at like with Minerva or PaLM and type of new strategies that complement GPT-4. You’ve bought the flexibility to coach knowledge units with NLP plus quantitative reasoning or deduction.

I’ll provide you with an excellent instance. There’s a level to which generative AI is useful in advancing or enhancing the end result. However there are additionally monetary companies the place that you must have a deterministic consequence, it must be one hundred percent proper. It’s like within the healthcare house, I can’t provide you with a prognosis that feels proper or appears proper. It must be the fitting prognosis. In monetary companies, it’s the identical factor. I can’t let you know that I assume you will have a thousand {dollars} in your checking account; it’s important to have a thousand {dollars} in your checking account. Particularly on the subject of cash and what it means to people. So, one mannequin doesn’t do all of it. I say that as a result of what’s actually, actually thrilling is we’re nonetheless at these early use instances, getting nearer and nearer to deterministic outcomes and the brand new fashions which are being constructed, not simply on textual content and NLP-based fashions which are primarily based on textual content and pictures, however actually stepping into quantitative evaluation, like what’s being constructed off of Minerva that can assist us take the content material plus the quantitative evaluation to drive the following era of outputs.

  • Rising firms that Matt is worked up about

Matt: I believe I’m biased as a result of we’ve invested with them for about 4 rounds, however Pagaya is one instance. It’s nonetheless tremendous early innings of the place they’re from the information units and the flexibility to make use of AI to generate higher credit score decisioning and outcomes and their capability to construct this community of patrons and companions to originate extra loans. It’s higher for the underlying buyer. It’s nice for the companions. And it’s nice for those who like to purchase these loans, which is a world that has existed for many years and can live on. And so the flexibility to do higher matching and to construct that community connectivity is fascinating. And for those who have a look at every other public info, they’re explaining increasingly more about what they’re doing to the underlying market due to their want to be extremely clear with how they use AI and the way it advantages the tip buyer, their companions, and the patrons of those loans. And once more, I believe it’s early days.

  • Dangers of generative AI, such because the elevated threat of fraud

Matt: It’s an amazing query and I believe frankly no one is aware of, but it surely’s a very nice alternative as nicely. I’ll provide you with an instance. So we’re seeing in a few of our firms that you would be able to construct higher guidelines to file chargebacks on the service provider degree for e-commerce purchases, the place the query is, “Is it pleasant fraud or is it authentic fraud?” The flexibility to tell apart and differentiate and course of that influx is definitely a fairly daunting problem.

The burden lies on the service provider who doesn’t have the time or effort or capabilities to deal with it. Even massive retailers have important chargeback points, however they’re dealt with most likely in-house. That being stated, having an answer that is ready to speed up that course of as a result of fraud is extra rampant and fraud appears newer is essential. We haven’t seen a lot of this identical fraud as a result of it’s truly being pushed from a generator functionality, which signifies that you’re getting extra quantity or it appears totally different from historic fashions. Each problem creates a brand new alternative. And I believe that’s sort of a singular side.

The opposite space round that is artificial fraud. We all know that the place AI can shift voice and shift picture and act extra equally to, or look equally to one thing that’s actual as a result of it’s actual, however in a unique assemble. And that’s going to create much more identification fraud that’s going to have an effect on commerce, can have an effect on banking, or have an effect on funds. It may have an effect on the legitimacy of all monetary companies.

  • Monetary companies incumbents have gotten a serious enhance with GPT-4 and different open-source software program — does this harm startups with tech moats?

Matt: I believe it does, to a level. I believe it positively shrinks the innovation hole. I don’t assume it means, “Hey, the incumbents are going to stay the incumbents and win”, however I do assume it means, “Hey, that nimbleness and that capability to deal with execution must be prioritized” and must be accomplished effectively, as a result of that tandem can outperform the company implementation and company supply and regulatory paperwork, for lack of higher phrases, that exists in these organizations. So there shall be a singular push-pull threshold right here within the subsequent handful of years as incumbents are ramping and scaling up sooner, however, the rising firms providing these options are competing, but in addition accelerating due to their nimbleness.

  • Digital belongings have gained traction lately. What areas of crypto and blockchain do you assume are most investable?

Matt: So what’s fascinating about this house is for those who separate between DeFi and CeFi and all the things that’s taking place in and across the broader digital infrastructure house, a number of the ache factors that we’re seeing in monetary companies and the broader fintech universe are relevant and actually mirror what’s taking place within the crypto and blockchain house. Fraud is a large subject. The flexibility to subject, settle, switch, and make funds, notably round utilizing stablecoins the place you’ve bought a digital foreign money that must be exchanged with fiat and vice versa. These are actual, tangible ache factors that as these companies, as these industries, as these markets develop, stablecoin utilization for funds is just going to speed up. Fraud consequently is just going to speed up. And people are perhaps a bit of bit just like the much less attractive of concepts within the house, however they’re going to be important to the success of that ecosystem.

DeFi has labored, you understand, vis-a-vis CeFi, particularly within the wake of a few of these bankruptcies that we’ve seen within the collapses available in the market. What I believe could be very promising is, it’s not an if, however extra of a when — when chain oracles and scaling enhance DeFi as a viable different fee or finance community. That, I believe, is the half that turns into extremely thrilling. I believe there simply must be more and more extra belief within the decentralized providing of economic companies. And that takes time, but it surely’s confirmed that it’s labored no less than on the present scale.

It’s unclear if this occurs within the subsequent sub two years. I believe between the following two and 5 years is when it occurs. I don’t assume it takes 10 years for the total market to catch up, however I believe there’s nonetheless going to be sufficient regulatory overhang, notably till we get by way of an election cycle in ’24, the place there’ll be actual perception into the oversight. However the promise and the applicability of this expertise and what it does and the way it’s supposed to raised serve and rework the monetary companies ecosystem nonetheless applies. Everybody that was enthusiastic about it two years in the past ought to nonetheless be enthusiastic about it. However adoption is essential and growing capabilities wants to enhance. However these are issues that can occur and are going to, and one will type the others, and then you definately’ll have a snowball impact the place I believe over the following two to 5 years, you’ll have a lot broader adoption.

Try the Episode on the platform of your selection right here: Spotify | Apple Podcasts | Soundcloud

About Oak HC/FT

Oak HC/FT is a enterprise and progress fairness agency investing in firms driving transformation in healthcare and fintech. Oak HC/FT companions with main entrepreneurs at each stage, from seed to progress, to construct companies that make a measurable, lasting influence on these industries.
Based in 2014, the agency has $5.3 billion in belongings underneath administration. The companions on the agency have had 46 realizations and 35 firms attaining valuations in extra of $1 billion.

About Matt Streisfeld

Matt Streisfeld is a Common Accomplice at Oak HC/FT. Matt joined the agency in 2015 and focuses on progress fairness and early-stage enterprise alternatives in FinTech.

Matt at present serves on the Boards of AU10TIX, CLARA Analytics, Highnote, Justt, Namogoo and ZenBusiness. He’s additionally a Board Observer at Ocrolus and is actively concerned with Mix (NYSE: BLND), Pagaya Applied sciences (NASDAQ: PGY) and Paxos. His prior investments embody FastPay (acquired by AvidXchange), Groundspeed (acquired by Insurance coverage Quantified), Kryon (acquired by Nintex) and Urjanet (acquired by Arcadia).

Previous to becoming a member of Oak HC/FT, Matt was a Vice President with LLR Companions, a middle-market progress fairness agency, the place he targeted on investments in monetary companies expertise firms. Matt was beforehand a Senior Affiliate at Lightyear Capital, a personal fairness agency targeted on middle-market monetary companies firms. Matt was additionally an Affiliate within the insurance coverage funding banking group of Keefe, Bruyette & Woods.

In regards to the Writer

Kailee Costello is an MBA Candidate at The Wharton Faculty, the place she is a part of the Wharton FinTech Podcast staff. She’s most obsessed with how FinTech is breaking down boundaries to make monetary services and products extra accessible — notably within the private finance house. Don’t hesitate to achieve out with questions, feedback, suggestions, and alternatives at kaileec@wharton.upenn.edu.

As all the time, for extra FinTech insights and alternatives to collaborate, please discover us under:

Wharton FinTech: Medium Weblog | Twitter | Our Web site | LinkedIn

Counsel a Podcast Visitor | Rent Wharton FinTech MBAs



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