Measurement Frameworks
Standardized operational documentation, DataLayer JSON schemas, container governance templates, and 48-point QA checklists deployed when architecting enterprise analytics environments.
Enterprise Measurement Plan & KPI Architecture Matrix
The end-to-end framework mapping business KPIs to technical event hierarchies, user properties, and downstream BigQuery warehouse schema.
Standardized Ecommerce DataLayer Schema Specification
Production developer specification with deterministic JSON payloads for all GA4, Google Ads, and Meta CAPI ecommerce events.
GTM Enterprise Container Governance & Naming SOP
Structured enterprise taxonomy for tags, triggers, and variables: [Platform] - [Event Type] - [Action] ensuring clean version-controlled deployments.
48-Point Telemetry QA & Pre-Launch Audit Protocol
Rigorous regression testing protocol covering GTM Preview, GA4 DebugView, deduplication keys, ITP cookie lifetime, and network payload validation.
Cross-Channel UTM Taxonomy & Campaign Governance System
Enforced lowercase snake_case campaign taxonomy framework preventing (unassigned) traffic dumps and preserving multi-touch attribution credit.
Production BigQuery GA4 SQL Analytics Modeling Pack
Optimized partitioned SQL transformation models for unnesting event parameters, user identity stitching, and cohort LTV reporting.