HoW we Work
From Chaos to Clarity: Our Analytics & Measurement Process
We don’t start by building dashboards. We start by deciding which truths matter.
01
Audit & Discovery
We answer first question: "Can we trust the numbers, yes or no?”
Tracking health (client & server-side)
Platform vs reality gap
Attribution model impact
Data layer & event quality
Reporting structure vs business goals
02
Strategy & Architecture
We design the measurement system around business questions, not tool features.
Incrementality framework
Attribution model strategy
Data collection governance
CLV & margin modeling
Privacy & consent constraints
03
Implementation & Integration
We make the system actually work in your stack. So numbers reconcile across the company.
GA4 / server-side tagging / CAPI
BigQuery / data warehouse connections
Offline conversion & CRM integration
Cost imports and channel normalization
04
Insights, Testing & Scale
Analytics is only useful if it changes actions. Outcome: confidence in growth decisions.
Incrementality experiments
Holdout tests
Geo-split testing
MMM (Marketing Mix Modeling) when scale allows































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