Modernizing Data Ingestion and Reducing Integration Costs
The Challenge
A growth-stage commerce platform relied on managed data ingestion tooling that became increasingly expensive and restrictive as data volume grew. Customization and control over pipelines were limited.
Key pain points
Business Goal
Tech Stack
What We Did
Approach
Migrated ingestion workflows to a self-hosted, open-source platform. Rebuilt pipelines for web analytics and transactional data, recreated transformation logic, and validated all downstream models to ensure parity.
Outcomes
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