Growth & analytics

From product events to useful analytics

Analytics collection and Amplitude integration for mobile, web, and backend systems. We define tracking plans, implement events, and connect product behavior to useful analysis.

Discuss analytics and Amplitude
A line illustration of an analytics chart

How we approach this work

Useful analytics starts with the questions your team wants to answer. We turn those questions into an event plan, define user and event properties, and implement collection at the appropriate points in the application and backend.

What we work on

A defined tracking plan

Agree event names, properties, sources, and ownership so the implementation and the analysis use the same definitions.

Analytics instrumentation

Connect client SDKs and server-side events to Amplitude, with explicit user identification and property mapping across the sources involved.

Analysis and validation

Prepare funnels, retention views, and product dashboards around the agreed questions, and check for missing or duplicated events.

Explore the Use Cases

Illustrative scenarios with proposed tools and implementation notes.

Subscription churn scoring with scikit-learn and MLflowA reliable product analytics pipeline with Amplitude

For custom development

Share the product questions you need to answer, the platforms you collect data from, and any existing event schema or Amplitude project.

contact@have3tech.uk