The Meridian Initiative
The Meridian InitiativeGlobal Energy Intelligence
Methodology

How we know what we know.

Meridian's pipeline is documented end-to-end. There are no black boxes between an observation in the world and a number on a Meridian dashboard.

  1. 01

    Ingest

    Telemetry, market feeds, satellite imagery, and operator filings stream into a partitioned lakehouse with full provenance metadata.

  2. 02

    Validate

    Each signal is cross-checked against ≥2 independent sources. Conflicts are surfaced, never silently averaged.

  3. 03

    Reconcile

    Bayesian state estimators reconcile partial telemetry with physical constraints and historical priors.

  4. 04

    Attribute

    Every published metric carries an attribution graph: source, transform, model version, and confidence interval.

  5. 05

    Publish

    Outputs are versioned and immutable. Corrections issue as new versions; nothing is rewritten in place.

  6. 06

    Audit

    External auditors are granted read-only access to the full pipeline. Audit reports are public.

Confidence

Every Meridian figure is published with a 95% confidence interval and a method version string. If you can read the number, you can audit how we got there.