Editorial standards
Methodology
Failurepedia separates facts, reported explanations, analysis, and disputed points so readers can see how each conclusion was reached, and where the evidence is thin.
How cases are selected
Failurepedia covers technology and business failures that are well documented and no longer in serious dispute: discontinued products, failed launches, and companies that shut down. It stays away from live criminal proceedings, fraud allegations against named individuals, and unresolved litigation, where the record is still open and no one can be judged fairly.
Evidence first
Every factual claim in a case stands on its own and carries its own sources. The story, the analysis, and the warning signs all trace back to those claims, and each claim links to the evidence behind it. Nothing that matters rests on an unnamed source.
How sources are evaluated
Sources are ranked by type: primary documents (filings, official announcements, campaign pages) and direct statements carry the most weight, followed by credible reporting and secondary analysis. Unsourced listicles and unattributed summaries are treated as weak and are not used to support strong claims.
Root causes versus symptoms
Every contributing factor is classified by its role: root cause, contributing factor, immediate trigger, or visible symptom. Running out of cash, for example, is usually a trigger or a symptom, not a root cause. Separating these prevents the common mistake of naming the last domino as the reason a chain fell.
How confidence levels work
High confidence requires a primary document or multiple independent credible sources. Moderate reflects credible reporting with incomplete internal evidence. Low is used for limited documentation, conflicting accounts, or interpretation-heavy analysis. Low-confidence claims are visibly qualified and are never used as the basis for strong conclusions.
Labels instead of scores
Failurepedia describes each case with qualitative labels rather than numeric scores: preventability, collapse speed, primary failure layer, and lesson transferability. A single number implies a precision the evidence rarely supports, and an arbitrary score erodes trust faster than it informs.
How disputed points are represented
Where credible accounts genuinely conflict, the disagreement is described as a disputed point rather than resolved by fiat. Allegations are attributed to their sources, and disputed interpretations are not stated as fact.
How corrections are handled
Corrections are recorded visibly on the affected case and update its revision date, so a returning reader can see what changed and when. Every case carries a corrections history, even when it is empty. A dedicated correction channel is coming soon.
Editorial review
Every case is researched, sourced, and reviewed by editors familiar with the field it covers. The judgment that matters most (whether a claim is fairly sourced, whether a dispute is honestly represented, whether an interpretation is warranted) is editorial work, and it is where the most care goes. Format and reference consistency are checked to support that review, never to replace it.