Enterprise implementation
Multi-brand GA4 and GTM architectures, measurement plans, migrations from Adobe or legacy setups, and documentation a team can maintain.
Web attribution
The web side of attribution and measurement: events, sessions, transactions, data layers, customer value, and the reporting that ties them together.
A complete measurement system
Broken tracking rarely stays a tracking problem. It becomes a budget decision made on incomplete evidence, or a forecast nobody trusts.
GA4 · GTM · Server-side tagging · Data layers
BigQuery · APIs · CRM · POS · Subscription billing
Attribution · LTV · Retention · Looker reporting
Where I work
Multi-brand GA4 and GTM architectures, measurement plans, migrations from Adobe or legacy setups, and documentation a team can maintain.
Digital, television, and radio measurement. Custom models, explicit assumptions, and an explanation of what the evidence supports.
Join behavior to actual transactions. Build the cohort, lifetime value, and retention views that make acquisition and pricing decisions more useful.
Trace a reporting problem to its source, prioritize what matters, and implement the corrections. The deliverable is a working foundation.
The work behind the specialty
An enterprise migration that connected the measurement infrastructure to the commercial picture.
A shared data foundation for a portfolio of more than 60 pet-care brands.
Measurement, retention, and funnel analysis across more than 20 video platforms.
A question is a good place to start
The numbers, the process, or the system behind them. Tell me where you’re stuck.