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Trinity methodology

Trinity Insights rests on four methodological pillars. Each pillar ensures that any published data is traceable, auditable, and reflects an institutional convention.

The four pillars

  • EDCD, Education-Driven Chart Design , protocol where the education and visual contract of a metric are defined before its implementation. Guarantees that each chart tells exactly what its education describes.
  • TAE, Trinity Audit Engine , continuous verification engine that compares every Trinity metric against its public reference source. Deviations beyond a declared tolerance trigger an alert.
  • Trinity proprietary indicators , headline composites and exclusive Trinity-only charts. Living catalog exposed by the API.
  • Data sources , full list of public sources used (central banks, public registries, blockchain).

Validation discipline

Trinity measures its indicators with four independent methods, each exposing a different weakness. Actual coverage varies from one indicator to another and from one campaign to another. Each indicator page carries the tests actually run on it, their date and their result, including when a test has not been run yet or when its result did not hold.

  • Walk-Forward validation , performance that counts is on the out-of-sample windows, never on the training windows.
  • Popper falsification , every reading explicitly carries the factual condition that would make it false.
  • Leave-one-out cross-validation , each market event on record removed in turn to measure how much the result rests on any single event.
  • Perturbation , the indicator's score recomputed under calibrated random noise to measure how far the reading moves.

Trinity Foresight

Trinity Foresight is a probabilistic scenario analysis tool, not a prediction. See the Foresight methodology page for the editorial stance, band calibration and limits.

Institutional disclaimer

Trinity Insights is an educational and analytical tool. Content does not constitute investment advice. Trinity Insights is not a Crypto-Asset Service Provider (CASP) registered under MiCA Regulation (EU) 2023/1114, nor a Financial Investment Advisor (CIF), nor a PSAN. See the full disclaimer.