We keep evaluating sales and revenue the way baseball did before Moneyball. Ceremony, folklore, and gut feel dressed up as analysis. Scouts had language and rituals that looked rigorous. Then the data told a different story.
Enterprise is no different. Our batting averages are win rates padded by sandbagged forecasts. Our slugging percentages are pipeline coverage ratios massaged to fit a board deck. The rituals of the operating system protect the model more than they test it. For decades, enterprise software has run the same operating system: field sales, long cycles, expensive proofs of concept, a partner channel to pad the forecast, but more a hostile marriage than real partnership, and headcount that grows by reflex. People defend it as the least bad option. That only holds if you treat the constraints as fixed. They are not.
A few of the winners everyone cites did not worship the model. They bent it. They cut ceremony, rewired incentives, and built gravity so product, network effects, and customer outcomes did most of the selling while people showed up where they were actually needed. The rest of the industry doubled down on the old playbook and built careers, titles, and cap tables that make change feel expensive.
April 2011 is when inevitability cracked for me. Small conference room, three people I admired, and a spirited disagreement. We argued there was a meaningful small and midsize opportunity that did not require the full enterprise machine. We were right about lower acquisition costs through network onboarding and wrong about the long term revenue curve. The ego bruise has faded. The lesson remains. The traditional model is not sacred. It is simply familiar.
The economics can work. They work best when money is cheap, categories are new, or switching costs bite. They decay when markets saturate or buyers expect value early. The bigger issue is path dependence. Executives who grew up in the Oracle and IBM tradition are economically bound to that motion. Their skills, status, and compensation rely on headcount heavy, ceremony heavy sales. Hire them and you import a worldview that nudges every decision back toward the same motions whether or not your product and pricing justify it.
Investors compound this. Pattern recognition hardened into a template for what a real enterprise company should look like. As funds scaled, risk shifted from partnership to founder. The expectation became that maturity means you resemble other mature companies. That is not real venture risk. It is normalization. None of this requires malice. Incentives and identity do the work. Sunk cost is not only an accounting line. It is a lens.
I have seen what happens when you take the weight out of a sales interaction. We spent two days with a client mapping problems and designing fixes. No pitch. No discovery masquerading as a proposal. A senior leader said the best part was being able to talk plainly without worrying about a trap. If your motion makes customers perform instead of tell you the truth, you are paying a tax before the conversation even starts.
Titles fossilize behavior. This is part of why I do not want a classic senior vice president layer at Beyond Work. If the job is the title, the playbook tilts toward the economics that produced the title. Organization charts are fossil records of past bets. If you want a different future, stop hiring people who will spend their energy defending the old one. One of our best sellers came from another industry entirely. They reframed support as portfolio management, owned outcomes rather than tickets, and unlocked our most profitable product. That did not come from doctrine. It came from the absence of it.
The classic model will remain the least bad option in some segments. The teams that outperform tend to bend it in practical ways. They compress time to first value so people assist rather than convince. They price in a way that rewards adoption and outcomes rather than promises. They treat customer success as a revenue engine that follows realized results, not pressure. They reduce gatekeepers and run a cleaner evaluation process. Underneath that is a simple shift: build a fabric that notices where value stalls and invites the right human to act, then gets out of their way. The system supplies context and real options. The person chooses. You keep the humanity in the interaction and let software handle the bookkeeping, the follow through, and the learning loop. Call it an agentic revenue fabric if you like. The point is autonomy with guardrails, not control for its own sake.
You can see the fingerprints of sunk cost in a few recurring patterns. The résumé hire who has led hundreds of sellers is irresistible when a board wants a signal, but the signal often arrives before the system is ready. What you actually need is proof that the product can scale before the headcount does. Hire builder operators who design the motion and its instrumentation first, and reward reductions in human steps per dollar of new annual recurring revenue. Activity worship shows up in compensation plans that pay for meetings and proofs of concept with no link to value. Pay for time to first value, verified outcomes, and net revenue retention. If a seller cannot accelerate value, you are subsidizing theater. Discovery often becomes interrogation. Create spaces where the goal is honest diagnosis, whether that is a workshop, a scorecard, or a sandbox. Make it safer to be candid than to perform.
Another tell is an organization tuned for persuasion rather than adoption. Sales throws a deal over the wall and post sale inherits vague promises. Treat post sale like ownership of a portfolio with profit and loss accountability over time and across products. Metrics also hide the bill. Customer acquisition cost looks fine when you capitalize ceremony, and payback quietly stretches. Track human seconds per dollar sold, the ratio of self serve to sales assist, and true up acquisition cost at renewal. Put hard guardrails on payback windows by segment and walk away when gravity is missing. Boards will push for normalization. Bring cohorts, time to value curves, and cost to serve by segment. Run the motion your data supports even if the organization chart looks unfamiliar. If you are shipping decks faster than features, process has outpaced product. Tie quota capacity growth to product utilization growth. If usage does not compound, headcount should not either.
I have lost count of the seasoned professionals who tried to optimize us toward what they knew. Many still believe that would have solved it. We were attacking a hard problem in a hard market. Becoming normal in the enterprise sense made it harder. It added friction where we needed leverage. Sunk cost narrows imagination to the set of moves a career has already rewarded. The higher the title, the thicker the concrete.
There is a simple way to break the spell. Start at zero humans and design the path by which customers would adopt if field sales were not allowed for a year. Build that first. Make finance your partner and exclude every ounce of ceremony in customer acquisition cost. Publish payback windows by segment and shut down motions that miss. Name the work for what it is in your model, whether that is value operations, portfolio management, or network development, and let language unlock behavior. Pay for realized outcomes and usage led expansion rather than quarter end promises. Run a quarterly red team review that asks where your sacred motion is wrong for a given segment. Hire pattern breakers and score them on motions built and processes retired, not empires managed. Write down the standard for a no gotcha interaction and audit against it. Customers should exhale when they meet you. As the pieces connect, something new shows up: an agentic revenue fabric that threads signals from product usage, buying intent, service outcomes, and account health into a set of suggested next moves. People decide, adapt their style, and change course without waiting for permission. The system remembers, measures, and redistributes what works. Freedom to act increases while ceremony shrinks.
Enterprise is the hardest place to build right now and it is where the upside sits. Dogma is loud, capital is tighter, and buyers are tired of being handled by muscle memory. If you deliver value faster than the old ceremony can deliver a convincing story, you will gain share in a flat market. Investors will be slow to change. Customers will be slow to change. That is fine. You do not need consensus. You need a wedge. If the product creates its own gravity through network effects, compressed time to value, and measurable outcomes, you can put people where they are useful and stop placing them where habit says they belong.
Do not hire to protect the past. Audit decisions for sunk cost bias. Ask each week whether a choice serves the customer or protects a résumé. The past will keep trying to reproduce itself through titles, compensation plans, and best practices. Your job is to make yesterday's habits too expensive to repeat and give tomorrow a cheaper, faster, more honest way in. That is the real lesson from Moneyball. Winning did not come from looking like a ballplayer. It came from measuring what moves the score and benching rituals that do not. The scouts did not disappear. They became better when a system gave them sharper questions and room to act. Do the same. Keep humans human and let the revenue fabric carry the rest.
First published on LinkedIn, 8 August 2025.