Research

Historical studies of specific business questions.

Each piece is built from what companies have actually done. Browse the full archive below.

Fieldwork / 043 · Value Capture & Monetization

When the Relationship Cannot Monetize Itself, Where Does the Money Move?

Fifteen cases across loyalty, software, finance, media, marketplaces and regulation showing which layer captures value when the user relationship cannot be monetized directly.

All research

  • Fieldwork / 043 · Monetization & Unit EconomicsWhen the Relationship Cannot Monetize Itself, Where Does the Money Move?Fifteen documented cases. The money follows the scarce input, not the relationship.For executives building products whose relationship layer cannot be billed directly.PDF
  • Fieldwork / 042 · Next-Generation ConsumerWhen Do Age Restrictions Actually Change Young People's Behavior?Fifteen cases, 1984 to 2026. The restrictions that worked share three conditions; most current age-gating proposals satisfy two.For executives and policymakers designing age gates, parental approval or youth products.PDF
  • Fieldwork / 041 · AI, Automation & Delegated ActionWhat Happens When a System Acts Without Permission?Seventeen cases, 1974 to 2026. History draws a hard line between failing inside authority and acting outside it.For executives building or buying systems that act on a customer's behalf.PDF
  • Fieldwork / 040 · Scaling & OperationsCan Enterprise Software Scale Without Making the Deployment Standard?Ten implementation-heavy companies. None standardized the deployment; the ones that scaled made proof, capacity, economics or adoption repeatable instead.For executives scaling enterprise software whose delivery still depends on senior people.PDF
  • Fieldwork / 039 · Buying Behavior & AdoptionWhat Makes a Startup-to-Corporate Pilot Turn Into a Customer?Twenty-six programs across seven industries. A buyer and a purchase route before the experiment, or no customer after it.For executives running or joining corporate pilot programs and judging which ones convert.PDF
  • Fieldwork / 038 · AI, Automation & Delegated ActionWhen Will Consumers Let a System Choose for Them?Ten cases across eight categories. Nothing in the record shows consumers learning to accept arbitrary selection.For executives judging whether customers will accept a system selecting on their behalf, and at what price.PDF
  • Fieldwork / 037 · Market Structure & Value CaptureWhen the Buyer Goes FirstBuyer-declared intent wins where the unit is fungible. Everywhere else it becomes a lead.For executives and investors judging whether persistent buyer intent can beat a listing marketplace.PDF
  • Fieldwork / 036 · Monetization & Unit EconomicsWhat Happens When Growth Carries the Volume but Not the Margin?Thin margins can work. One-time transactions can work. The hard part is doing both.For executives judging whether a fast-growing, low-margin line is strengthening the business or only enlarging it.PDF
  • Fieldwork / 035 · Buying Behavior & AdoptionDoes Making Something Easier Actually Make People Do It?What happened when governments and companies digitized required tasks, reminded people to act, or removed the need to act at all.For executives judging whether removing friction will actually change behaviour.PDF
  • Fieldwork / 034 · Partner & Intermediary PerformanceCan a Company Stop an Intermediary From Taking Over Its Customer Relationship?What happens when an intermediary starts selling to your customers before you agree to let it.For executives and investors judging whether an intermediary is a channel or a replacement for the customer relationship.PDF
  • Fieldwork / 033 · AI, Automation & Delegated ActionCan We Predict What New Work Automation Creates?Thirteen automation transitions, scored against what was visible at the time. The framework worked in one category and failed in three.For executives and investors trying to see where new work will form around an automation before the labour market names it.PDF
  • Fieldwork / 032 · Automation & Labor MarketsWhen Automation Creates New Jobs, Who Gets Them?Automation can create plenty of new work without creating a path into it. The question that matters is not how many jobs appear. It is who can actually reach them.For executives and investors judging whether an automation transition creates a path for the existing workforce, or a new labor market beside it.PDF
  • Fieldwork / 031 · AI, Automation & Delegated ActionWhen Does Automation Actually Eliminate the Operator?Seventeen times a technology was supposed to remove a skilled worker. Six times it did. The difference between those groups is not what most people assume.For executives judging which roles and workflows automation will actually remove, and which it will only move.PDF
  • Fieldwork / 030 · Partner & Intermediary PerformanceWhich Partners Are Worth Investing In?A sixteen-case historical cohort and a falsification pass on whether dormant and low-producing partners can be developed.For channel, partnerships, and revenue leaders deciding where a finite partner budget should actually go.PDF
  • Fieldwork / 029 · Distribution & Channel DesignWho Should Distribute a Product They Cannot Sell?Nine attempts at building outside distribution for work that has to be built one customer at a time. Six held. Three came apart in the same place.For executives weighing whether a partner can distribute a service that cannot be scoped without an expert.PDF
  • Fieldwork / 028 · Distribution & Channel DesignThe Benchmark Isn't the AssetWhat history shows about when proprietary measurement creates distribution, and when monetizing it destroys the thing that made it valuable.For executives holding proprietary data and weighing whether to publish a score, index, or ranking.PDF
  • Fieldwork / 027 · Market Structure & Value CaptureThe Next Bottleneck Only Matters If Someone Can Own ItWhat 21 historical abundance shocks show about where economic value moves when something important becomes dramatically cheaper.For executives deciding where to invest as AI makes intelligence, content, and software dramatically cheaper.PDF
  • Fieldwork / 026 · Scaling & OperationsWhen Does a Service Become a Product?What history shows about when expert work becomes repeatable enough to scale like a product.For executives weighing whether a service can be priced like a product, and which mechanism gets it there.PDF
  • Fieldwork / 025 · Partner & Intermediary PerformanceWhen Does a Middleman Become Infrastructure?What history shows about surviving when the platform above you controls the rules.For executives whose product sits inside somebody else's transaction.PDF
  • Fieldwork / 024 · Buying Behavior & AdoptionThe Product That Can Always WaitWhat happens when customers agree your product matters, but nothing makes them buy it today?For executives whose product is important, prudent, and permanently postponable.PDF
  • Fieldwork / 023 · Scaling & OperationsWhere Should Customer Complexity Live?Where customer-specific complexity goes, what it costs, and how companies decide where it should live.For executives scaling a standardized product as enterprise customers demand more complexity.PDF
  • Fieldwork / 022 · Monetization & Unit EconomicsThe Reason to Return13 companies on what to build between transactions when customers only need you occasionally.For executives weighing an app, dashboard, alert, account, or loyalty program to manufacture engagement.PDF
  • Fieldwork / 021 · Buying Behavior & AdoptionWhen Adoption Looks Like It StalledWhat historical adoption curves show about when a stalled metric hides a growing behavior.For executives using adoption numbers to decide what is growing, who is adopting, and when to act.PDF
  • Fieldwork / 020 · AI, Automation & Delegated ActionWhen Does Human Oversight of AI Stop Being Real Control?Nine historical cases show when human review of automated systems provides real control, and when it only looks like it does.For leaders putting AI into decisions with a human reviewer at the end of the process.PDF
  • Fieldwork / 019 · Market Structure & Value CaptureThe Other Customer16 cases of trusted intermediaries that started making money from both sides of the transaction.For platforms, marketplaces, and intermediaries weighing seller-funded revenue.PDF
  • Fieldwork / 018 · Distribution & Channel DesignThe Shared Commercial EngineWhat happened when multi-company platforms tried to make distribution reusable.For portfolio operators, venture studios, franchisors, and holding-company leaders deciding what to centralize.PDF
  • Fieldwork / 017 · Next-Generation ConsumerWhen Kids Choose and Parents PayFifty years of household purchasing evidence on when a child's chosen product survives to checkout.For consumer, retail, and commerce teams deciding whose preference the purchase serves.PDF
  • Fieldwork / 016 · Partner & Intermediary PerformanceWhen the Customer Can See the CommissionCommission bans, disclosure mandates, and settlements on what visible commissions actually change.For revenue, pricing, and channel leaders deciding whether to make the fee visible.PDF
  • Fieldwork / 015 · Partner & Intermediary PerformanceThe Second Transaction15 cases across 7 intermediary channels on what turns a recruited partner into a default.For channel, partnerships, and revenue leaders managing intermediaries.PDF
  • Fieldwork / 014 · Scaling & OperationsWhen Software Becomes the Operator11 cases of software companies that stopped helping people do the work and started answering for the outcome.For software founders and operators weighing responsibility for customer outcomes.PDF
  • Fieldwork / 013 · Partner & Intermediary PerformanceIndependent Distributor Activation11 cases on what turns a recruited distributor network into a producing sales channel.For channel, partnerships, and revenue leaders managing independent distribution.PDF
  • Fieldwork / 012 · Monetization & Unit EconomicsWhen the Resale Price Becomes Part of the Sale14 cases across five decades of when the resale price belongs in the first sale.For pricing, product, and channel leaders weighing resale, trade-in, or guarantee programs.PDF
  • Fieldwork / 011 · Scaling & OperationsWhen Internal Implementation Scales, and When It Breaks8 companies showing when in-house implementation scales and when it breaks.For CEOs, COOs, and product leaders deciding what happens to delivery.PDF
  • Fieldwork / 010 · Monetization & Unit EconomicsWhen the Side Business Becomes the Better Business11 cases where an adjacent business developed better economics than the core that created it.For operators and investors sitting on a business beside the business.PDF
  • Fieldwork / 009 · Partner & Intermediary PerformanceThe Partnership Yield Problem20 partnerships showing why installed-base size predicts little and which terms turn access into distribution.For partnership, BD, and corporate development teams.PDF
  • Fieldwork / 008 · Buying Behavior & AdoptionThe First Economy8 historical cases of when a casual earner starts behaving like a business.For fintech and marketplace teams designing graduation triggers.PDF
  • Fieldwork / 007 · Distribution & Channel DesignThe Sendable Product18 cases of products spread by sending, and why sendability's growth advantage remains unproven.For product and growth teams weighing viral mechanics.PDF
  • Fieldwork / 006 · Distribution & Channel DesignThe Once-in-a-Lifetime Customer Problem18 event-driven companies where who paid mattered more than who acquired.For teams selling once-in-a-lifetime purchases.PDF
  • Fieldwork / 005 · Distribution & Channel DesignTrust as Distribution16 cases testing when trusted audiences convert into durable distribution.For creators, media operators, and companies borrowing trust.PDF
  • Fieldwork / 004 · Monetization & Unit EconomicsMoving Into a Bigger Budget13 B2B companies that moved toward larger budgets, and what separated real migration from vocabulary adoption.For founders and product leaders moving upmarket.PDF
  • Fieldwork / 003 · Distribution & Channel DesignThe Fixed Capacity Playbook24 fixed-capacity businesses and the mechanisms that actually changed utilization economics.For operators and investors in perishable-inventory businesses.PDF
  • Fieldwork / 002 · Distribution & Channel DesignHow Companies Replaced a Broken Acquisition Channel6 companies that lost or replaced a dominant discovery channel, plus a screen of 20 SMB legal surfaces.For teams overexposed to a single acquisition source.PDF
  • Fieldwork / 001 · Distribution & Channel DesignHow Third-Party Risk Software Reaches a Community Bank14 routes third-party risk software takes into community banks, and who controls each gate.For vendors selling into small regulated institutions.PDF