Public observability layer · demonstration & briefing

Demonstration & Institutional Presentation

Guided walkthroughs, story cards, and presentation layouts that operate over the live observational dataset. No simulated decisions; no causation inference.

demonstration mode · observational outputs · not a regulatory determination

Demonstration & presentation layer. All flows operate over the live observational dataset. No enforcement decisions are simulated. No causation is inferred. Not a regulatory determination.

regulator · ~5 min

LGA Observatory

LGA-grain aggregates and stable-coverage filtering.

← all tours
  1. LGA comparisons

    Percentile bands within LGA + position within state. Pure deterministic quantile bucketing.

  2. Observational clusters

    HIGH_DENSITY_EGM, SUSTAINED_GROWTH, VOLATILITY — registry-based, no learned models.

  3. Methodology

    Every comparison carries lineage, limitations, and disclaimer.

Every step links to a live public observability surface. The walkthrough does not simulate — it points to where the same evidence is reachable independently.