Product Analytics

dbt Analytics Engineering for Product Data

Transform raw product events into trusted analytics assets with dbt.

Build a dbt data transformation layer for your product analytics data. Model raw event data into clean, documented, tested tables that power reliable product reporting.

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300+

Products Tracked

Mixpanel

Amplitude PostHog+

100%

Event Accuracy

Average Client Rating

Raw product event data is messy — event names change, schemas drift, and direct reporting on raw tables is unreliable. Our dbt analytics engineering service builds a transformation layer on top of your product data warehouse, modelling raw events into clean staging, intermediate, and mart tables with tests, documentation, and version control, so your product analytics always reflect accurate, consistent data.

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Expert implementation — free consultation, fast turnaround.

What's Included

Every deliverable you receive as part of this service.

dbt project setup

Source and staging model creation

Intermediate model design

Product mart tables (sessions, funnels, retention)

dbt tests (not_null, unique, referential)

dbt documentation generation

CI/CD pipeline for dbt

BigQuery / Snowflake integration

Frequently Asked Questions

Common questions about dbt Analytics Engineering for Product Data.

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