We provide the decision support analysis and data. You make the call.
No one knows your company, your market or your timing better than you do. What we bring is the evidence around the decision: how others met the same kind of pressure and what came of it, what large companies are doing right now, and the economy they are doing it in.
For each kind of decision: how many companies we have studied making it, how often the decision stood, how their shares did against the S&P 500 over the next three years, and what is moving this year.
| Decision | Cases | Decision stood | Shares vs S&P 500, 3 yrs | In the Store | |
|---|---|---|---|---|---|
| Decision Forks | |||||
| The ForkWhen the path split, why this way and not the other? | 33 | +3.2 pts55% beat · 11 cases | Pack $499 → | ||
| The CounterfactualWhy didn't they buy, build, or enter when they had the chance? | 53 | −2.4 pts47% beat · 19 cases | Pack $499 → | ||
| Bet-the-CompanyWhy risk everything on a single move? | 24 | +63.5 pts83% beat · 12 cases | Pack $499 → | ||
| The ReversalWhy publicly reverse a position they'd staked out? | 21 | +51.9 pts70% beat · 10 cases | Pack $499 → | ||
| Business Model | |||||
| The Money MachineHow does the money actually get made? | 57 | −14.7 pts36% beat · 14 cases | Pack $499 → | ||
| The Pricing LensWhy has the pricing evolved the way it has? | 59 | +60.0 pts60% beat · 20 cases | Pack $499 → | ||
| The Loss LeaderWhy sell something cheap — or at a loss — on purpose? | 18 | +44.2 pts67% beat · 6 cases | Pack $499 → | ||
| The Cross-SubsidyWhich part of the business quietly funds the rest? | 22 | −15.5 pts43% beat · 7 cases | Pack $499 → | ||
| Boundaries of the Firm | |||||
| Vertical-Integration BetWhy make it themselves instead of buying it? | 33 | +4.9 pts50% beat · 12 cases | Pack $499 → | ||
| Asset-Light BetWhy own almost nothing and still scale? | 16 | +42.4 pts80% beat · 5 cases | Pack $499 → | ||
| Distribution RebellionWhy bypass the channel everyone else relied on? | 14 | +41.0 pts83% beat · 6 cases | Pack $499 → | ||
| Moat & Competition | |||||
| Moat AnatomyWhat actually protects them once the playbook is visible? | 42 | −29.1 pts13% beat · 8 cases | Pack $499 → | ||
| The FlywheelWhat self-reinforcing loop compounds the advantage? | 17 | — fewer than 5 listed | Pack $499 → | ||
| Ecosystem Lock-inHow do they keep customers inside the walls? | 15 | +47.3 pts100% beat · 6 cases | Pack $499 → | ||
| Standards WarHow did they win — or lose — the fight to set the standard? | 12 | — fewer than 5 listed | Pack $499 → | ||
| Growth & Portfolio | |||||
| Market-Entry GambitHow did they crack a market that was supposed to be hard? | 39 | — fewer than 5 listed | Pack $499 → | ||
| Adjacency ExpansionWhy move from the core into the next thing over? | 105 | +3.6 pts51% beat · 43 cases | Pack $499 → | ||
| Cannibalization ChoiceWhy kill their own cash cow before a rival could? | 60 | +4.5 pts58% beat · 26 cases | Pack $499 → | ||
| People & Control | |||||
| Culture DoctrineWhat's the codified culture rule — and does it actually work? | 21 | −13.9 pts43% beat · 7 cases | Pack $499 → | ||
| Founder DoctrineHow does ownership or control shape the strategy? | 26 | — fewer than 5 listed | Pack $499 → | ||
| Succession QuestionWhat happens after the defining leader is gone? | 26 | −9.1 pts44% beat · 16 cases | Pack $499 → | ||
| Crisis & Reinvention | |||||
| The FallWhy did a dominant company come apart? | 51 | −73.3 pts17% beat · 12 cases | Pack $499 → | ||
| The TurnaroundHow did they come back from near-death? | 44 | +30.6 pts58% beat · 19 cases | Pack $499 → | ||
| Crisis ResponseHow did they handle the defining crisis? | 71 | −28.1 pts33% beat · 21 cases | Pack $499 → | ||
Decision stood: share of settled cases where the company never reversed the decision; shown as a count where fewer than 20 have settled.
Shares vs S&P 500: median three-year return against the index, in percentage points, for the 280 cases whose company has three years of returns. Dash: fewer than five such cases. Derived from market data as of October 16, 2026; no prices shown.
This year: large-company filings (company) to October 18, 2026, against the same stretch of last year, or the latest public economic reading against a year earlier (economy). These are well-documented decisions, not a random sample: context, not a forecast.
In March 2025 Walgreens agreed to go private at $11.45 a share — roughly 83% below its 2015 peak of approximately $66 a share. This wasn't a rescue. It was a liquidation, and the autopsy shows three self-inflicted wounds management had the data to avoid.
Amazon, Alphabet, Meta, Microsoft and Oracle put 25 cents of every revenue dollar into buildings, servers and equipment in 2025, close to a utility's 26 cents and up from 10 cents in 2019. The other 1,310 large US companies held at 5 cents and returned more of their cash to shareholders.
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