Methodology
Four stages from noise to decision
This is how we structure application analytics work—whether you book a full instrumentation engagement or a focused funnel review.
Frame the questions
We start with the decisions your team already struggles to make: where activation stalls, which releases hurt conversion, who returns after week two. Charts come later; shared questions come first.
Stabilize the vocabulary
Events, properties, and user identifiers get a written schema. Names are designed to survive releases. Aliases and deprecations are planned instead of silent renames.
Diagnose with segments
Funnels and retention are read by device, role, and tenure—not as a single blended curve. Friction is separated from intentional exits so priorities stay honest.
Hand over ownership
Dashboards, definitions, and QA checklists transfer to your team. We do not lock insight behind retainers; the goal is a practice you can continue.
Ready to apply this to your app?
Browse services for scoped packages, or send a short brief and we will suggest a starting stage.
