Industry Labs
Public strategy studies, reference architectures, and simulated enterprise scenarios
Industry Labs are public strategy studies, reference architectures, and simulated enterprise scenarios. They are designed to show how I think about modern customer data problems across Adobe, Google, analytics, governance, personalization, and AI-readiness.
These are public learning and strategy artifacts, not confidential client case studies.
AI-Ready Customer Intelligence Blueprint
A reference architecture for connecting collection, governance, identity, analytics, activation, and AI-readiness.
Adobe + Google Measurement Parity Framework
A model for aligning Adobe Analytics, CJA, GA4, GTM, BigQuery, and reporting definitions.
Real-Time Personalization Architecture
A practical view of how RT-CDP, AJO, Adobe Target, analytics, and customer profiles work together.
GA4 to BigQuery Analytics Mart
A strategy for transforming raw GA4 event data into reliable customer, session, and conversion reporting layers.
Need a custom strategy lens for your team?
I can help translate these concepts into an architecture roadmap, audit, or consulting engagement.