How to Build Your Own Matillion
Replace Matillion with a custom build. Cloud-Native Data Integration With AI Built In
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 41 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 41 features
Security(5 features)
Track and report all user actions with configurable retention periods
Enhanced security with multi-factor authentication support
Dedicated private connectivity route between your VPC and the service
Role-based access control with permissions based on groups and users
Built-in SSO support with custom SSO available in Scale tier
AI(3 features)
AI prompt component to leverage Large Language Models in pipelines for handling complex and unstructured data
Virtual data engineers that partner with your team to build pipelines, automate tedious tasks, and accelerate delivery of trusted data using plain language prompts
Enrich LLMs with enterprise data using Retrieval Augmented Generation capabilities through vector data stores
Cloud Platform Integration(3 features)
Native integration with AWS cloud platform
Native integration with Databricks for optimized data loading and transformation
Native integration with Snowflake for optimized performance and ability to load data directly into Snowflake
Code Support(3 features)
High-code SQL IDE that automatically checks all SQL statements for errors
Execute Python scripts directly within Snowflake account using the Snowpark service to reduce pipeline bottlenecks
Ability to write and execute code in SQL, Python, and dbt with native orchestration through Matillion
Connectivity(3 features)
No-code REST API and visual Designer to quickly build and manage custom connectors to any data source
Custom connectors built based on customer requests that are not in the library and can be delivered in days
Library of hundreds of pre-configured connectors to ingest data from any source including ERP, CRM, HRIS, SaaS systems, and spreadsheets
Data Governance(3 features)
End-to-end data lineage tracking from source to output to optimize pipelines and troubleshoot efficiently
Automatically tag all data with correct metadata upon loading into Databricks
Integration with top data catalogs such as Collibra and Alation
Data Loading(3 features)
Ingest data into cloud data warehouse in minutes with pre-built or custom data connectors
Maintain data integrity by capturing change events in real time with no performance impact
Build pipelines capturing and processing real-time changes to data
Integration(2 features)
Unify role-based access control across Databricks workspaces and orchestrate notebooks from within Matillion
RESTful API for flexible integrations with data quality, governance, and orchestration tools
Cost Calculator
Pricing data not available for Matillion. Check their website for current pricing.