Case Study: Matillion reduces data pipeline creation time with Claude

Matillion reduces data pipeline creation from 40 hours to 1 with Claude-powered AI assistant

Matillion, a data integration platform, faced a significant challenge as its data engineering teams were a critical bottleneck. They struggled with months-long backlogs, unable to scale and meet the exploding demand for data pipeline creation and maintenance, which was made worse by the increasing load from generative AI adoption. To address this, they turned to Claude and its Claude Code product to build an AI assistant.

The solution was Maia, an AI assistant powered by Claude that allows users to create production-ready data pipelines through natural language. Claude was selected for its superior reasoning, reliability, and unique ability to understand Matillion's proprietary language without any training. The results were transformative, with one customer reducing pipeline creation time from 40 hours to just 1 hour. Internally, Matillion's developers using Claude Code reported a 41% reduction in time spent on pull requests.

Matillion

Julian Wiffen

Chief of AI and Data Science