एनालिटिक्स इंजीनियरिंग किट

Privacy-first tracking plan: tiers, object_action naming, events, property dictionary, JSON Schema 2020-12, SchemaVer, consent and GPC gating, PII rules, QA

Business and technical definitions per attribute: type, format, allowed values, source, owner, classification, code lists, derived fields

Layers and folder layout, naming, sources and freshness, tests, contracts, versions, groups and access, docs, macros, environments, slim CI, review checklist, cost guardrails

Organisation DQ standard: ISO/IEC 25012 vocabulary, tiers, rule catalogue, severity, enforcement points, observability, scorecard, issues, waivers

One certified metric or KPI: question, definition, formula, grain, SQL sketch, filters, targets, owners, certification, MetricFlow type mapping

Datasets and entities, relationships and join keys, dimensions and time grains, measures, metric types, filters, access rules, certification, tests, interchange

Audience and decisions, questions, KPI list linked to metric definitions, wireframe, filters and drill paths, row-level security, refresh, WCAG 2.2, performance budget, sunset

BI solution design: KPIs, bus matrix, dimensional model, semantic layer (MetricFlow, Ossie status), security, performance, dashboard standards

Data incident postmortem: SEV1-SEV4, impact, timeline, lineage blast radius, decisions affected, backfill, SLO breach, GDPR check, DQ rule gaps