January 2026 • Auditability
What “Auditable Analytics” Actually Means
A plain-English breakdown of lineage, metric definitions, evidence packs, and how to stop KPI debates.
Practical writing on auditability, semantic reasoning, Bayesian risk estimation, and decision intelligence — focused on healthcare and regulated operations.
A plain-English breakdown of lineage, metric definitions, evidence packs, and how to stop KPI debates.
How meaning layers reduce brittle SQL and make business metrics stable across system changes.