Categories
Animal AgTech Venture Capital

Prime Future 142: Is animal agtech venture viable?

When I started writing this newsletter in 2020, if you had asked me what I’d be doing in 2023, I would have told you I’d likely be raising a venture fund solely to invest in animal agtech and meat tech. My thesis was this:

  1. Animal agtech lags behind the crop side of agtech in maturity, in # of deals, in size of deals, in adoption, in all of it.
  2. Animal agriculture is roughly equal in market value to row crops and therefore an equally large opportunity from a startup/venture perspective.
  3. Animal ag faces unique challenges & opportunities from growing consumer demand and increasing consumer expectations.
  4. Animal ag / meat / dairy is a category overlooked by most VC’s and so there’s huge opportunity in going all in on this space.

Spoiler alert: I’m not raising a fund to invest in an animal ag thesis, and have no plans to do so. And in a 180* turn, I actually believe raising a venture fund solely to focus on animal ag would be a mistake.

Not only that, a nagging question has been in the back of my mind recently:

Is animal agtech even venture viable?

If we’re going to have this conversation, two quick ground rules:

  1. Read all the way to the end because this is a nuanced discussion, and know that I know I’m only scratching the surface here.
  2. Remember that this newsletter is about learning out loud, which includes asking uncomfortable questions.

Let’s jump in.

What’s generally true of a venture-backable business?

  1. It has the potential to return the investor’s entire fund upon exit. This means things like having a large TAM (total addressable market), including line of sight to large adjacent markets.
  2. It has a lever(s) that allows them to scale in an exponential’ish way. Think of cloud-based software where the marginal cost to add one more user is nominal, or online banks that can scale product delivery and customer experience through tech rather than more humans, or a business with network effects that can lower customer acquisition costs.

Are those things true in animal ag? It depends.

It depends on the individual segment of livestock, meat, and dairy that you’re talking about…and the geography.

For example, selling a SaaS product to poultry integrators in the US is very much an enterprise sales process, whereas selling to individual poultry farmers in Thailand might be much more of an SMB process. Or selling into 10k+ dairies in the US versus selling to the typical dairy producer in India who has 2 animals. I’ve been thinking recently about the tradeoffs between market size (bigger is better!) and concentration among customers (sometimes bigger is better, sometimes bigger is just costlier to sell & serve and creates risk from a lack of customer diversification). More on that another day.

It depends on what problem the startup is trying to solve, and more importantly on the startup’s solution.

A solution that looks and feels more like a consulting business is not a good candidate for venture capital but a business that looks and feels more like a pure SaaS play could be.

It depends on how many adjacent markets a startup can reasonably expect to move into.

Well, reasonably isn’t a good word here…replace reasonably with aggressively optimistically. Rightfully so, founders and VC’s have to suspend disbelief long enough to consider the best case scenario if everything goes right (before preparing for the inverse).

The challenge here is that founders love to think that once they prove out their solution in their home country then global domination is within reach, but given the diversity of production systems and industry structures around the world, it’s rarely true that startups can scale their solution globally within their species of focus. It’s all the more rare that a solution in livestock can move from one species to another – the home run solution in dairy is unlikely to be fit for purpose in poultry, for example.

And to that point, it also depends on how easy or hard it is to scale the startup’s solution.

Let’s play devil’s advocate though, and lay out both the bull and the bear case for venture capital in animal agtech.

The bull case centers around macro dynamics like growing demand for animal protein, increasing emphasis on sustainability, bifurcation of consumer preferences, etc.

An industry in growth mode attracts innovation and investment, full stop.

The bear case that animal agtech is NOT venture backable?

(1) No billion dollar exits. Animal ag has not seen its equivalent of a Climate Corp (billion dollar acquisition), or FBN or Indigo who are likely to IPO.

The easy rebuttal to #1 is that just because it hasn’t happened, doesn’t mean it won’t happen. The 2nd easiest rebuttal is there aren’t that many more big wins in crop tech than livestock so it’s not like livestock is super far behind.

(2) No dedicated funds. Sometimes its difficult to tell if something doesn’t exist because the right person hasn’t made it happen yet, or if something doesn’t exist because others have considered it and decided it’s not a good investment. The notion of an animal agtech fund feels like more of the latter.  If it were going to happen, it feels like the time would have been in the cheap capital frenzy of the last few years.

So let’s just say animal agtech is not a good fit for venture capital in the long run; then what?

How does new innovation get funding in the absence of venture capital?

(1) More customer-backed companies. Except this often means companies need a short time from inception to value businesses (rather than multi-year development before commercialization), which either means lighter touch R&D plays (and more software than hardware or deep tech, or at least more engineer-founded companies) or more startups that find interim revenue that may not be scalable (e.g. consulting revenue) to fund the development of their larger vision.

(2) Strategic investors.

(3) Family offices, particularly family offices who's capital was/is primarily generated through livestock, meat & dairy.

I like family offices because they can often move quickly to make investment decisions and where there’s an industry link, they can quickly get high conviction about a startup’s problem & solution.

The challenge for family offices is the time required to drive deal flow and manage investments for what is likely a fraction of the portfolio. I suppose you could make a case then for pooling funds amongst multiple family offices and hiring a general partner to manage the investment pipeline and portfolio. I suppose you would then have to call it a fund, and if they are investing in venture then you’d call it a venture fund. <face palm>

(4) Rely on independently wealthy entrepreneurs to enter the space. Yuck, yuck, yuck. This would mean that a lot of great would-be companies would never see the light of day.

Or, maybe being a non-venture viable category just means that tech comes to livestock later in the lifecycle of any specific tech, once cost of goods have dropped and (effective) off the shelf technology is available that reduces the time from inception to a viable product.

I recently read that the number of venture funds fell by roughly half from ~2008 to ~2010 as the financial crisis drove a lot of new venture funds out. The economic chaos of COVID, inflation, and a new high interest rate environment are very different from the financial crisis and yet macro economic factors have a huge impact on venture capital. If LP’s can get higher return with lower risk elsewhere as they can today, they are likely to commit less to the next venture fund than they might have committed to the last venture fund.

We’re seeing now how interest rate environment plays a big role in venture capital markets: in how much capital is available, in fund size, in how risk tolerant GP’s are, in valuations, etc etc etc.

All that to say, if ever there were going to be a venture fund focused solely on animal agtech, the time to raise that fund was probably between 2019 and 2022.

But even if an entire fund centered on animal agtech doesn't make sense, there will continue to be some businesses within livestock/meat/dairy that are a fit for venture capital and will make sense as investments in a broader agtech portfolio, or SaaS portfolio, or deep tech portfolio, or climate portfolio.

This highlights the distinction between a specific category as the foundation of the fund’s thesis (e.g. animal agtech) versus as part of a broader portfolio, like 30% animal agtech investments as part of a broader agtech portfolio.

Success in venture funds is all about portfolio construction – the venture model accounts for the fact that most companies will not return any capital and the meaningful returns come from the very small percentage of companies with successful exits.

Individual fund returns are generally not publicly available but industry-wide, the vast majority of venture returns accrue to a tiny number of venture firms & funds, just like the vast majority of returns to funds are accrued by a tiny number of companies.

A few years ago I was convinced that animal agtech startups represented <20% of most agtech funds’ investments because there was less venture capital available.

Now I’m convinced there are fewer venture backed animal agtech companies, and less venture capital invested in the category, because there are fewer venture backable animal agtech startups.

Chicken or the egg? Maybe it doesn’t matter which came first, as long as there are paths forward for innovation in both.

(Btw I 100% assume since I’ve lent public voice to my 180* turn, that someday soon someone will launch a livestock-focused fund, and over the next decade, they will crush it.)

Categories
Emerging Tech Funding Venture Capital

Prime Future 137: It’s time to call it, farm mgmt software was a wash.

Riddle me this: What do you call a category of companies that raised a ton of venture capital and, a decade later, had not one sustainable business to show for it?

There are a few categories that are in the process of playing out as we speak, including plant-based meat, cell-based meat, and indoor farming. But each of those is still too early to call for sure, they are still playing out. Maybe they’ll fit the above description when the chapter closes, or maybe they’ll be raging successes. TBD.

But there’s another category that is 10+ years old, and a post-mortem is timely because, well, it’s basically commercially corpse-like.

The category is farm management software, the row crop genre.

Most would call farm management software companies Agtech 1.0. It was the wave that initially put agtech on the map, kicked off by Monsanto’s billion-dollar acquisition of Climate Corp in 2013.

Most companies in this category were started between 2005 and 2010. There were a bunch of these early companies that didn’t make it beyond Series A, sometimes attributed to the fact that they didn’t understand farmers or they didn’t get that not all farms operate the same or that a farmer growing corn & soy in Illinois is not the same as a diversified farm in Missouri is not the same as a vegetable farmer in Yuma, Arizona. But let’s ignore the majority of companies here.

Using back-of-the-envelope math on only the handful of companies that broke through and made it to an IPO or major acquisition, the final players alone raised over $400 million in venture capital.

And their acquirers (and in one case, public market investors) paid close to $2 billion in total, plus or minus $200 million.

So where are they now?

In general, they are running on fumes, are afterthoughts within their organizations, or have been divested entirely.

$400+ million in venture capital, ~$2 billion in acquisitions, and the row crop farm management category has not one sustainable business to show for it.

The major crop input companies acquired these farm management companies to jumpstart their own digital capabilities. By all accounts, these software products were intended to be functional, sustainable profit centers – able to stand on their own two feet like a real grown-up business.

For the most part, the idea behind the acquisition was to turn the data from farm management software into higher-value products like analytics or insurance (Climate Corp’s original thesis). But if the data isn’t good (clean), then the analytics are worthless. So then the common path was to downgrade the push for revenue to instead use free access to software as an incentive to switch to that company’s seed and chem products from their core portfolio.

I wonder if part of the issue was that farmers had been trained to expect access to farm management software at low to no cost by venture-subsidized businesses that were in all-out pursuit of growth.

The corollary is how Uber & Lyft used to be cheaper than a taxi, by far. Being cheaper and more convenient made it a no-brainer. Then Uber & Lyft went public and now what used to be a $15 ride is a $30 ride because it’s not venture subsidized and these companies have to stand on their own two feet. But that new (real) price for a rideshare is close to what a taxi costs and, especially at an airport,  it can be easier to grab a taxi than hunt for your Uber driver, the needle in a carstack. All of which changes the long term market for rideshare…just like farm mgmt software?

My hypothesis is that founders of Agtech 1.0 companies, and investors, had the hypothesis that farm management was a winner-take-all market. If you believe that only 1 or 2 players will dominate a market, then it is logical to invest aggressively in growth in order to be one of those winners.

But few markets are really winner-take-all.

In an industry such as farming where the potential user base is so diverse, their needs are so diverse, their business structure and profit margins are so diverse…the pie is so varied that it would be difficult for any one company to take the entire market, simply from a capability standpoint.

Perhaps the question that the agtech world should be asking itself, a decade+ in, is how to measure the success of a venture category. There are a few ways you could think about it:

  1. How much venture capital was raised? Everyone knows this isn’t a long term measure of value, but it does indicate something. Or sometimes it indicates something. But let’s agree it’s an insufficient metric at best and a vanity metric at worst.
  2. How many exits did the category have / how healthy were those exits? This is a much better indicator than #1, and it is certainly an indicator of success for founders and investors. But it’s like calling the game-winner at halftime.
  3. How commercially viable is the business over the long run? This is the only measure I know that reflects commercial reality; how much value is created for farmer customers and captured by the acquirers. Unless the test of time and commercial value is passed, then it was all just financial engineering and/or short term wins.
If we agree that #3 is the real measure, and after a decade of post-acquisition signals from the category, I think we have enough data points to say that in the end, this category was…a wash.

The caveat is that there are some niche examples of variations on farm management software where the above does not apply, often where the company has dialed in on a value proposition that is not simply storing & visualizing basic farm data but building higher value propositions. And some of those companies were not juiced in a big way by venture capital, they tended to grow more slowly over time. But overall, TBD on these.

So, what do we learn from agtech 1.0?

About pricing new products, and how people don’t tend to value what they don’t pay for.

About user experience and automating data entry.

About value creation….and that there has to be enough of it!

About how digital products matter strategically for incumbents, and that checking a box is not a strategy.

I also think there are lessons about aligning financing and business expectations with long-term customer interests. Agtech 1.0 created the opportunity, or revealed the opportunity, for sector-focused investors to have an edge over generalist VC’s simply by understanding the business of agriculture and its nuances.

While it’s time to call Agtech 1.0 a wash, I don’t think we can call it a bust.

It attracted capital and talent to a previously overlooked space. And even though you can’t point to individual significant long-term successes in this category, we can safely assume the learnings that founders, investors, strategics, and farmers had through this process has informed how Agtech 2.0, 3.0, 4.0…25.0 will play out.

How would you rate Agtech 1.0?

Oh and the whole thing of not knowing exactly how things will play out, isn’t that really a feature of creating and building the new, not a bug?

What a time to be alive 😉


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Categories
AgTech Animal AgTech Venture Capital

Prime Future 128: The overlap between FTX and funny business in cattle feeding

The FTX implosion is a train wreck and I 👏🏽can👏🏽not👏🏽 look away. It’s shocking because of the scale of the implosion and the depth of the chaos, and this is just the early hazy days of the aftermath.

But we can learn from anything, right? This one is instructive far beyond the crypto world, all the way into the livestock world.

If you aren’t familiar with the FTX story, this and this give a good overview.

“FTX failed after its founder and former CEO, Sam Bankman-Fried, and his lieutenants used customer assets to make bets in Bankman-Fried’s trading firm, Alameda Research.

Launched by Bankman-Fried when he was just 28, FTX became one of the largest crypto exchanges in just three years with a valuation of $32 billion. Bankman-Fried used aggressive marketing, including a Super Bowl ad campaign, and the purchase of naming rights to the home of the Miami Heat basketball team.

FTX and FTX.US crashed due to a lack of liquidity and mismanagement of funds, followed by a large volume of withdrawals from rattled investors. The value of FTX’s native token, FTT, plummeted last week, taking other coins down with it including Ethereum and Bitcoin.”

What’s the parallel to livestock?

When funny business happens in livestock, it’s likely to happen in the cattle feeding business. In the vertically integrated swine & poultry or in dairy where animals do not frequently change hands, there just isn’t much room for shysters to maneuver. So cattle feeding seems to attract them all…in the US anyway.

Of course, the funny business is rare; by and large the cattle feeding industry is professionalized and well-managed. Importantly, the bad actors are a thorn in the side of the 99.99% of good actors.

But do a quick scan on the google and you’ll find plenty of headlines about, umm, ‘mismanagement’ in cattle feeding from the last few years including some big companies on the receiving end of that bad behavior. (To be fair the Big One was $240M not $32B like FTX so that’s something?)

My hypothesis is that the root causes that allow bad actors in cattle feeding echo the root causes that undid FTX.

This is oversimplifying, but there are (at least) two layers of blame in the FTX story:

  1. An entrepreneur carried away by greed, incompetence, and/or hubris.
  2. Investors allowed an entrepreneur to operate with woefully insufficient governance.

There are a lot of advantages of youth, but it’s hardly surprising that a 30-year-old founder of a company valued at $32 billion maaaaay have been tempted to buy into his own hype.

It’s also hardly surprising that a 30-year-old did not have the experience to build a complex financial company with the appropriate guardrails or to know/admit that he needed to hire a management team that could build guardrails into the business, or even to know/admit that he could benefit from a board of directors with the expertise to advise on such matters.

The generous explanation of the situation is youthful hubris and incompetence; the less generous explanation is unbridled greed and negligence. Reality is probably somewhere in the middle, as it usually is.

So, uh yeah, looking out for red flags of those traits in business partners seems like a reasonable rule of thumb.

But nobody looks for shysters to do business with; any sane person runs from the red flags around character.

So the real FTX takeaways are around the governance processes that counterparties put in place with any partnership or investment, whether a cattle-feeding customer, an angel investor in a super-early-stage startup, an established company building a partnership, or a venture fund investing in a growth company.

The practical FTX takeaways are around 3 layers of governance:

(1) Conduct thorough diligence.

I 10/10 recommend the book Bad Blood about Theranos and the company’s journey raising hundreds of billions of dollars to build & scale their technology that could run hundreds of tests from a single drop of blood, only to have the house of cards fall spectacularly. It’s basically a story about inept due diligence.

The author describes how an executive from one of the pharmacy chains that was exploring a partnership with Theranos raised concerns when Theranos management would not allow them to see inside the lab as part of due diligence before signing a major commercial partnership. The exec was saying ‘hey this doesn’t pass the smell test’ but the FOMO train was already running away internally and the exec’s concerns were dismissed.

That story speaks to the value of having multiple perspectives evaluate a potential counterparty.

Another diligence lesson from Theranos was that every new investor that came in assumed that the big-name investors that were already invested wouldn’t have invested without having conducted diligence. This happened in funding round after funding round, going back to the original pre-seed investor by a high-ish profile VC whose daughter was childhood best friends with Elizabeth Holmes….

That speaks to the value of doing your own homework, not looking at anyone else’s paper for the answers to the test because even smart people get it wrong or have different objectives than you do.

Theranos, and now FTX, are these gross extremes of why the most basic diligence – just asking the simple questions – shouldn’t be skipped. Even in the frenzy of a bull market, even in the frenzy of venture hype…even in the frenzy to lock in that cattle supply.

(2) Process controls in place.

CME Group CEO Terry Duffy had harsh commentary on the business model of FTX and the lack of risk management and process controls. Duffy pointed out, “you don’t have to accept anything as innovation that puts risk management in the back seat and that’s exactly what was going on.”

First, not everything needs to be innovated on. Sometimes incumbents are just slow to change and sometimes incumbents are the way they are for really really good reason.

Second, at a minimum, good governance includes understanding the internal processes and process controls that a company has in place.

(3) Board oversight that, ya know, actually oversees.

The myth of entrepreneurship is this idea of “not answering to anybody”…that’s not a thing. For starters, every business answers to customers. Second, every business with outside investors answers to a board…the well-managed businesses anyway.

Founders can stack the board with their drinking buddies, or they can run the business like a grown-up and assemble a board with people who 1) understand what fiduciary duty means, and 2) actually contribute to the management team running the company. IMO the best founders know how to leverage their board’s expertise for the benefit of the company….they don’t see the board as a negative or even neutral but as a positive, as a resource.

But cattle feeders are not venture-backed startups with boards, especially when they are family-run or independent operations, so maybe that piece of governance doesn’t translate very well for our parallel.

If you read much at all about fraud / funny business in cattle feeding, much of it stems from the fact that by eyeballing a pen of cattle you cannot tell whether those cattle have only your lien on them, or someone else’s also, or who owns them…or the absence/presence of “ghost cattle”.

While technology can solve a big piece of the cattle provenance puzzle, technology alone cannot prevent funny business in cattle feeding or any other type of partnership/investment.

The lack of good governance leaves the door open for bad actors to act badly in any partnership or investment.

I suppose the caveat is that the purpose of verifying robust governance is about reducing the likelihood of funny business even though the Enrons of the world prove the risk may not go to zero. (Btw the WSJ podcast series Bad Bets on how Enron unfolded is 🔥.)

One more thing – I hate these dumpster fires. Easterday, Nikola, Theranos, WeWork, FTX. Sure they make for entertaining podcasts but just like the shysters in the cattle feeding business are bad for the good operators, the knucklehead founders are bad for the good innovators.

But they do serve as cautionary tales.

What are your takeaways from the FTX fiasco?

For those interested in the venture capital side of things, this article is quite relevant:

An exchange? That’s not an unknown business model. Frankfurt exchange has been running for over 4 centuries. We know how this works. We know how brokerage works. When Matt Levine writes about how this is insane, he doesn’t need to, like, study up on esoteric secrets of cryptography. Whether you’re trading baseball cards or stocks or currencies or crypto, a margin loan is a margin loan and a fee is a fee.

What they (investors) should have known however are the basic red flags – does this $25 Billion company, going on a trillion by all accounts, have an actual accountant? Is there an actual management team in place? Do they have, like, a back office? Do they know how many employees they have? Do they engage professional services like lawyers to figure out how to construct the corporate structure maze? Do they routinely lend hundreds of millions of dollars to the CEO?

Sure Temasek didn’t get a Board seat, but did they know there was no Board at all? Or how exactly Alameda and FTX were intertwined, if not all the other 130 entities? It seems sensible to ask these things, even if you’re only risking 0.09% of your capital.

These are hardly deep detailed insane questions you skip in order to close the deal faster.

This isn’t Enron, where you had extremely smart folk hide beautifully constructed fictions in their publicly released financial statements. This is Dumb Enron, where someone “trust me bro”-ed their way to a $32 Billion valuation. 

First, focus on the basics: if you’re looking at a large financial company where there is no HR team, no accountant and no Board, try not to write multi hundred million dollar cheques. If the founder is regularly taking out absolute mountains of cash from the company to buy properties, donate to charity or blow it on burning a bit of capital for seemingly silly deals, that feels like bad governance.

Second, don’t fall in love more than necessary: Try to internalise the following: “human ability is normally distributed but the outcomes are power law distributed”. What this means is that just because someone builds a company that produces extraordinary outcomes, 10000x the average, doesn’t mean that they were 10000x as capable. Achievements are created from multiplicative outcomes of many different variables. So if you’re investing in a “10x founder” it doesn’t mean that they themselves are 10x the capability of everyone else, but what it means is that their advantage, combined with everyone else’s advantage, can get you to a 10000x outcome.

Which means the adulation we pour on top of some folks creates its own gravitational field, and makes others susceptible to falling in love.

The most difficult task is to not let someone else control your decision making for you, which is what you give up. If your job is to get seduced by the right narrative by the right-seeming person, guess what you’ll get seduced by anyone who can tell a compelling narrative.

Do NOT make decisions thinking surely someone else has done their part. As the names get bigger, a new investor thinks “hey, surely Sequoia and Temasek and all these big guys would have done their diligence, this makes me comfortable”, which just isn’t true.

FTX isn’t an example of crazy overextension, like WeWork, or outright fraud, like Theranos, but sheer unadulterated incompetence and hubris. The first two are understandable mistakes to overlook because investors are in the risk taking business, and are not detectives. The third is a failure of seeing things right in front of one’s eyes.

FOMO is real and investors are not at all immune, even professional VCs. In many ways, the venture capital model makes complete sense: in order to get outsized returns you take outsized risks which is why investors in venture capital funds (or angel investors in early-stage companies) should recognize that any one investment is likely to go to zero, but the goal is that the portfolio is constructed in a way that any one investment could return the fund.

But then I read stuff like this

“So weird that we ended up with fast, bolt, pipe, bird, ftx et al in the past few years. No idea how that happened
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…I can only hope a partner at one of the most storied venture funds did not actually say this. Instead of investing out of high conviction in a thesis and betting on companies with the potential to generate real value for all shareholders, the play is to follow the hype and just sell the asset at a higher price to someone else who bought into the hype before the hype dies???

That is hardly inspiring, or even respectable.

But FOMO is also the most likely explanation for all of the money that has simultaneously flocked to alternative meat startups or indoor ag startups or pick your other flavor-of-the-year venture-backed categories.

There has to be a better way to fund the future. What is it?

Categories
AgTech Animal Health Venture Capital

Prime Future 122: Not all heroes wear capes.

I’m increasingly convinced that in a world of blowhards who overpromise and underdeliver, to underpromise and overdeliver is a superpower.

Not only is it a superpower, it’s one that compounds and proves its power over time and relationships and results.

Let me start by saying I used to think the opposite was true. Despite this being one of the oft-repeated pieces of advice early in my career when I was a brand new baby sales rep, when I transitioned from animal health sales to startup founder I temporarily left that advice behind as too old school and short sighted….

I thought that painting a big picture of what’s possible (even when my intuition told me it was probably impossible) showed ambition to do big things which could then unlock resources to actually make big things happen. Financial projections up and to the right, further and faster.

Now I tend to think over-ambition just looks naive.

(I hope I can attribute that to the increasing pragmatism that comes with experience, and not cynicism creeping in🤞🏽)

It’s not that the effective under-promiser over-deliverers play small.

It’s that they can separate the future from the present, and they can distinguish between their aspirations and their realities. And they don’t shy from those gaps.

Under-promiser over-deliverers can tell the difference between a base-case scenario, a best-case scenario, and an “only in our wildest dreams” scenario.

Under-promiser over-deliverers still have a compelling vision, especially under-promisers who raise venture capital. The venture game is, by definition, one of big risks and big rewards so a big reward has to be possible.

Under-promisers still sell a big vision with plenty of ambition, but they capture the nuance of what it will take to make the vision a reality.

It’s hard not to be energized by a person/team/company with genuine enthusiasm and commitment to solve big problems. Maybe this whole under-deliver vs over-deliver idea is just all contextual. Know your audience. Know when to paint the grandiose vision and when to manage the reality of what it will take to get there.

Maybe it's all about managing expectations.

There are at least 4 stakeholder groups whose expectations have to be managed well in the pursuit of doing something new and hard and unpredictable:

(1) Early customers.

While it seems obvious that you’re playing with fire as an early-stage company to overpromise and underdeliver, it’s not at all uncommon for agtech startups to create unmet expectations with early customers. Get the right early customers and they have a lot of grace for glitches in an early product, they do NOT usually have a lot of grace for a big gap between reality and the sales pitch.

(2) The team.

The earlier stage the company is, the more the team needs reasons to believe we are on the right track. Whether that is in the form of product development milestones or commercial milestones is irrelevant (for this convo), the main thing is managing the team’s expectations to maintain morale and commitment. Working 75 hours a week is fine as long as there’s progress being made and a light at the end of the tunnel that it will pay off at some point.

Once your team loses faith in your misguided expectations, trust quickly erodes and suddenly a founder finds themselves scrambling to recruit new talent….which of course slows the company’s progress further.

(3) Yourself, as a founder.

This might be the most important of the 4. Being a founder is really hard, mentally and emotionally. A huge part of avoiding burnout is managing your own expectations so that when something takes an extra 6-18 months, you have a frame of reference to handle it. (Have I mentioned how I learned this the really, really hard way??)

(4) Investors.

“There’s more fiction written in Microsoft Excel than Microsoft Word”

I recently heard someone say that and it’s been living rent-free in my head ever since. It’s funny bc its so so so true, isn’t it?

Anyway, I’ve been thinking about this whole idea lately in the context of startup founders, but maybe it applies to…everyone?

“IMHO…. The best sales people under promise and over deliver. The best investors under promise and over deliver. The best founders under promise and over deliver. The best <at anything> under promise and over deliver. 👆🏼Incredibly underrated super power”

Not all heroes wear capes, but maybe they all have the superpower of consistently underpromising & overdelivering. #goals

Categories
AgTech Animal AgTech Venture Capital

Prime Future 110: Rising from the averages: a cattle story

“If the cattle industry is to survive, it must adapt to new customer demands and scientific knowledge to create a better product. The industry’s real challenge is to produce a constant product of high quality. Today with fewer than half of cattle grading Choice, we are not producing the kind of product the consumer wants.”

Cattle feeding pioneer WD Farr penned those words in the mid-20th century. I think he’d be delighted to know that today more than 90 percent of cattle grade Choice or Prime. How did the switch flip?

WD Farr saw that one of the limiting factors for the beef industry was inconsistency in the eating experience for the consumer. There was no standardized grading system so packers had no mechanism to incentivize cattle feeders and reward them for high-quality, market-ready cattle. He noted:

“The beef industry works on averages. The poor, inefficient animals in every herd drag down the good animals. I do not believe any industry can exist on averages for a long period of time.”

So WD and other cattle feeders rallied the industry to support the formation of a national carcass grading system and decades later, we consider the inconsistency problem solved.

Some cattle feeders had a vision, rallied the industry, and put the systems and incentives in place to fix the problem.

Now a generation of cattle feeders see a new set of unsolved problems on the horizon, including reducing greenhouse gas emissions and managing natural resources.

Today we explore the key issues these cattle feeders are seeking innovative solutions to, by exploring why these issues have risen in priority and why they are not simple problems to solve.

First, some background. The Beef Alliance is the group of cattle feeders leading the charge. Its mission is to “support & guide innovation, drive industry-leading research, and engage strategically with industry stakeholders to preserve and enhance the U.S. cattle feeding segment.” And they’re dialing up those efforts with the upcoming Beef Alliance Startup Challenge, specifically to connect innovators who are solving these gnarly problems with prospective customers and decision-makers, cattle feeders. But more on that later.

Oh, and these new problems are in addition to the ongoing search for tools to improve animal welfare and health, operational efficiency, animal nutrition, and production efficiency that will be high priority forevermore.

There are 5 considerations as we think about that list of problems.

  1. Why has figuring out the GHG emissions question become an urgent issue for cattle feeders?
  2. High quality + reasonable price + _____ = customer expectations
  3. Why is GHG emissions an incredibly challenging problem to solve?
  4. In the absence of direct mitigation tactics, can indirect improvements get the job done?
  5. AND solutions

Let’s take them one by one. <cracks knuckles>


This week’s newsletter is a Sponsored Deep Dive with the Beef Alliance. Here’s my commitment to Prime Future readers as I incorporate occasional Sponsored Deep Dives.


(1) Why have GHG emissions become an urgent issue for cattle feeders?

Because reducing GHG emissions is important to their customers. Because packers, retailers & foodservice companies are making boardroom commitments, including:

  • Tyson: Achieve net zero greenhouse gas emissions across global operations and supply chain by 2050.
  • JBS USA: Achieve net-zero GHG emissions by 2040.
  • Cargill: Achieve a 30% GHG intensity reduction across North American beef supply chain by 2030 (measured on a per pound of product basis from a 2017 baseline).
  • Walmart: Zero emission by 2040.
  • McDonalds: Net zero emissions by 2050.

Keep in mind the perspective of Greg Bethard of High Plains Ponderosa Dairy, “We very much believe if we can produce milk and beef at a lower carbon footprint then we’ll have markets available to us that others will not. And that means opportunity. Whether or not you agree politically isn’t the issue, if our consumers want food produced in a certain way and we can do it profitably, then we’d be silly not to do it.”

Some quick level setting…

The 3 main greenhouse gasses are: (1) Carbon dioxide, (2) Nitrous oxide, and (3) Methane – largely from manure and enteric emissions. AgNext explains further:

  • Direct greenhouse gases from livestock total 3.8% of U.S. man-made emissions.
  • Enteric methane accounts for 30% of U.S. methane emissions.

(2) High quality + reasonable price +  _____ = customer expectations

Meat consumers have become accustomed to a consistent experience every time they hit the meat case at their grocery store of choice. That has become table stakes.

And strong demand even at record meat prices has shown just how important animal protein is.  While everyone’s sense of pricing is skewed at the moment, safe to say that all things being equal, people prefer to pay less than more…sorry to state the obvious.

But increasingly there are other expectations besides price and quality. Whether it’s animal welfare or lower emissions or how the animal was finished, there seem to be increasing expectations around what’s available at the meat case. This isn’t new, but it seems to be dialing up and more segments with stronger conviction are doing the dialing….which could/should mean more opportunities for hyper-niche marketing to meet those demands.

But ultimately, it’s an AND expectation of high quality + reasonable price + <insert attribute here>.

(3) Why is GHG emissions reduction an incredibly challenging problem to solve?

This entire space is nascent, it’s what I call an ‘assumptions on assumptions’ situation. In the absence of agreed-upon rules of engagement or when is the baseline year or even baseline measurement methodology or any of the other key assumptions, we end up with assumptions on assumptions which is….tenuous.

There are science and technology questions like having reliable tools to measure at reasonable cost, and then there are the alignment questions of what a win looks like.

And then assuming a GHG emissions win, there’s the ultimate alignment question of how the spoils are divided across the value chain.

These are neither easy scientific questions nor are they easy coordination questions.

It will take time. It will take investment. It will take focus. It will take patience.

It will take trial and error.

(4) In the absence of direct mitigation tactics, can indirect improvements get the job done?

We think in terms of financial fixed costs, and the magic that happens when you increase volume and spread those fixed costs out across more units of production. The fixed cost per unit decreases.

But the same concept applies to natural resource use & impact. Where the equation is ‘natural resource usage / total pounds of beef produced per animal’ then the fixed natural resource costs are diluted across more pounds.

It’s also funny because when we think about incremental improvements in any given year, they often sound like not much. But when you put them in the arc of history, consistent incremental improvements can be wickedly high impact. The Beef Alliance points out, “Between 1961 and 2018, the U.S. beef industry has reduced emissions per pound of beef by more than 40% while actually producing more than 60% more beef per animal.”

The best case scenario is for cow-calf producers and cattle feedyards to have a wide array of tools available to them, those that will directly decrease GHG emissions and those that create an indirect decrease of GHG emissions by improving efficiency.

(5) We need ‘AND’ solutions.

When the energy in the diet is lost to methane emissions, it’s costly for the producer AND it’s negative for the environment. So it stands to reason that solutions that reduce methane emissions *could* be good for the producer AND good for the environment.

If increasing soil organic matter by 1% increases the water holding capacity by 3.7%, then it stands to reason that for producers pumping increasingly expensive water to irrigate, that increasing soil organic matter could be good for environmental objectives AND good for the bottom line.

My point here is that sustainability objectives do not automatically imply a financial tradeoff must be made, where in order to satisfy sustainability objectives the producer will have to be worse off financially. I’m not operating with blind optimism and I recognize there could be those situations, but I think its a reasonable expectation that many solutions will be good for the producer and for the environment.

We need to hunt these ‘AND’ solutions down like the golden tickets they could be….and that’s what the Beef Alliance is doing.

This is a space where nuance is critical.

What about the nuance around the fact that for the methane emissions conscience consumer, grain-finished cattle are better than grass-finished cattle. This is such a narrative violation. It’s a contrast with the surface-level assumptions about beef production, and it’s just one example of how a sustainability objective could turn tolerance of efficiency-creating practices into an open-armed embrace of those efficiencies.

I think good things happen when the right people connect. And by good things, I mean better solutions on shorter timelines. It takes a long time to build a startup, typically 7-10 years. And a large reason for that is the early wilderness years when founders are wrapping their arms around the problem and the market and looking for people to share feedback and insights that could save a founder years spent chasing a misguided solution or sub-optimal early market.

Imagine if you could cut the wilderness years phase of a startup down by 20% or 50% just by getting them in the right rooms with the right people to have the right conversations. For industry, that could mean solving million-dollar problems years earlier than otherwise. That dual benefit is ultimately the objective the cattle feeders have in mind here.

“The Beef Alliance Startup Challenge provided a great opportunity for Resilient to connect directly with industry leaders. It’s fantastic to see the biggest players not only supporting new innovation but also designing a conduit for startups like Resilient to interact directly with the end customer. It’s clear the Beef Alliance hopes to create an innovation ecosystem to bring forth new technologies that can address critical challenges in the beef industry.  Winning the award served as critical validation for Resilient’s microbiome products and technology, which helps attract outside investors and adjacent industry players that want to support upstream innovation in the food supply chain.”

– Chris Belnap, founder of Resilient Biotics, winner of the 2021 Startup Challenge

If you are a founder working on cattle problems, throw your hat in the ring by applying here:

Beef Alliance Startup Challenge

It seems that progressive producers are jumping in to create opportunities out of their customer’s unmet needs as it relates to GHG emissions. These producers that are engaging are playing the long game with an optimistic view, rather than being defensive.

This brings us to one last WD Farr quote that is as true today as it was in the 1990s:

"During the next decade, those who are not willing to be optimistic and forward thinking will be lost in the dust of what promises to be the greatest century the world has ever seen."

What a time to be alive 😉

Categories
AgTech Animal AgTech Venture Capital

Prime Future 102: What if Cargill, Tyson & Pilgrims were venture-backed companies?

Imagine an alternate universe where William Cargill, Sam Walton, John Tyson, Bo Pilgrim, and JR Simplot had access to venture capital in their early days.

  1. Could venture capital have improved the outcomes of their companies?
  2. Let’s assume these companies wouldn’t have ended up any bigger than they did, but could they have shaved 50-100 years off the time from start to empire status?
  3. Would those founders have taken venture capital if it had been available?

Venture capital is a tool for faster growth. But it comes with a time clock – industry standard is a 10 year time horizon for a fund.

But these companies are generational giants. William Cargill started the earliest seed of Cargill in 1865…that’s a minute ago. They grew the old fashioned way – by creating value at the right time for the right market(s). I’d love to have insight into their capital structure during mega growth phases but let’s assume that growth was financed by some debt and mostly revenues since venture capital didn’t even become a thing until the 60’s-70’s and even then was limited to high tech businesses.

Today we explore scenarios where venture capital either wasn’t needed or wasn’t a fit, and how survivor bias might influence our views on both.

Speaking of bootstrapping and overnight successes built over years decades, I recently interviewed Scott Sexton (CEO of Dairy.com which is now EverAg) for the Future of Agriculture podcast. Scott has been on my list of go to smart people ever since I was launching The Poultry Exchange. We downed a lot of coffee talking about strategies and tactics to get to liquidity in digital marketplaces since that was how Dairy.com started years before.

Dairy.com emerged from the ashes of the dot com bust backed by several large US dairy processors. Those dairy processors needed a better way to trade dairy products like cream to keep supply & demand in balance which is tricky when you have a perishable product and multiple components.

Because processors were invested in Dairy.com they drove volume into the trading platform, and because there was volume in the trading platform from suppliers then buyers showed up. This early path to liquidity was critical and it’s a topic for another day, but the lack of liquidity is what kills most marketplaces.

The marketplace was effectively what we’d call today their wedge product. It got them in the room, in the market, in the customer’s office. Then they started expanding, incremental step by incremental step.

They were facilitating the trade but then the customer needed to physically haul dairy products and there was a whole suite of challenges making that a nightmare. So Dairy.com moved into digitize hauling.

And once you’ve traded product and hauled product, someone needs to get paid for that product….which had its own suite of clunky paper based products. So Dairy.com moved in to digitize payments.

They’ve just repeated this process for 20 years, going deeper within the vertical while expanding their footprint wider across the value chain and shifting their identity from ‘marketplace company’ to ‘company that powers supply chains’. The company recently began that shift from ‘go deeper in dairy‘ to ‘go wider across ag’ by moving into other verticals.

Until the relatively recent private equity acquisition, Dairy.com grew in a capital constrained way, with steady growth.

So flip the script on their business. Could a venture backed Dairy.com have had a similar outcome in 1/4 the time? Or had a bigger outcome in the same time frame?

I’m still forming my hypothesis here but I think there’s something interesting, something durable about high ambition companies that grow slowly. I’m not talking about lifestyle businesses (and I don’t use that description pejoratively), I’m talking about companies that have high ambition for high growth but do it without relying on copious amounts of venture capital.

Maybe high ambition companies that grow slowly over time have the most staying power.

Venture capital is flashy. It’s big numbers and hockey stick growth curves (up and to the right, always!) and IPO’s and buzzy exits. Or at least, that’s what you read about.

What you don’t see press releases about are the companies that drowned in too much cash by attempting to grow faster than the foundation of the company could handle, or before their market was ready. The graveyard of these companies is grande.

Venture capital is a financial tool for growth, but it’s not always the right tool for the job.

Given the venture fund model and venture timelines, does VC add risk to the investee? In many situations, yes. Or as one founder put it recently, “VC’s have many bets in their portfolio, I have one and it’s this company. My outcomes are binary.”

Alternatively, does slower growth increase staying power of a company?

Depends on the market. The customer. The product. The company. The competition.

Another scenario: Hickory Nut Gap is a growing regional meat company selling into Whole Foods and other retail and foodservice outlets. This is a high ambition farm to label operation that has grown rapidly but is in a low margin category, where traditional growth capital sources aren’t quite a fit and yet some form of growth capital is needed to fuel the founder’s ambitions for the business.

I wonder about the alternative financing models that are needed but not readily available for these types of businesses, capital that is:

  • more risk tolerant than private equity
  • more patient than venture capital
  • less expensive than equity
  • more flexible than most debt

Is that a thing? Can that be a thing?

In agriculture, capital can’t remove all the bottlenecks to growth because often the bottleneck to growth is the reality of natural rhythms of live plants and animals who exist in complex biological ecosystems and producers operating in increasingly volatile financial environments.

The risk to this whole conversation is looking only at the winners, and failing to recognize Survivorship Bias.

Shane Parrish of The Knowledge Project describes it this way:

“Survivorship bias is a common logical error that distorts our understanding of the world. It happens when we assume that success tells the whole story and when we don’t adequately consider past failures.

There are thousands, even tens of thousands of failures for every big success in the world. But stories of failure are not as sexy as stories of triumph, so they rarely get covered and shared. As we consume one story of success after another, we forget the base rates and overestimate the odds of real success.”

This is incredibly true in the world of venture capital. But by definition it must also be true in the eras in which Cargill, Tyson, Walmart, Simplot, etc were forged.

So what’s the takeaway?

I think the moral of the story is that great businesses get built under every financing structure possible, in any market condition, in any vertical. There’s no absolute better or worse capital source, there’s only better or worse for this business at this time.

Would William & Sam & John & Bo & JR have taken venture capital? Impossible to say obviously (and we can have a whole other debate about whether their business models were venture friendly) but I wonder if the benefits of bootstrapping a high ambition business isn’t its own kind of super power.

What a time to be alive 😉

What company that is a small to midsize business today do you think will be a big business in 20-50 years?