Matillion

Matillion is a cloud-native data integration and transformation platform that helps data teams load and transform data at scale on modern cloud warehouses. Purpose-built for Snowflake, Databricks, BigQuery, Amazon Redshift, and Microsoft Fabric, it pushes transformations down to run on the warehouse's own compute (ELT), combining a visual, low-code pipeline designer with the option to write SQL and Python. This lets both data engineers and analysts build, orchestrate, and maintain pipelines faster than hand-coding everything.

The platform spans ingestion and transformation. Pre-built connectors load data from databases, SaaS apps, and files; a visual canvas orchestrates complex, dependency-aware transformation jobs; and features for CDC (change data capture), scheduling, version control, and CI/CD support production-grade data engineering. Matillion has leaned into AI with its "data productivity" and AI features (including Maia/agentic capabilities) to help build pipelines and accelerate work, positioning itself for the AI-data era while keeping enterprise governance and observability.

Matillion serves mid-market and enterprise data teams standardizing on a cloud warehouse. Pricing is consumption-based on Matillion credits (tied to Data Productivity Units): editions commonly include a Developer tier around $1,000/month, a Teams tier around $2,000/month, and custom Enterprise, with credits at roughly $2–$3.50 each; real-world annual contracts commonly range from about $30,000 to well over $100,000 depending on usage and edition. It competes with Fivetran, dbt, Airbyte, Informatica, and Talend, differentiating on warehouse-native visual transformation plus AI.