Your AI data team — turning data requests into production-ready pipelines

The world’s first agentic AI for data teams, pioneering Cloud ETL and Maia.

Meet Maia

AI Data Automation starts here

Maia removes the data engineering bottleneck in your AI roadmap.

Platform overview

The platform

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Maia Context Engine

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Maia Foundation

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Supporting capabilities

Migration Agent

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Scale Your Data Team

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Roadmap Acceleration

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Platform Consolidation

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Customer Stories

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Resources

Data moves fast, and the pressure to modernize moves with it. These resources cover the thinking, the proof, and the practical work of building for what's next.

BigQuery's AI Tools Make Writing Pipelines Faster. Maia Now Governs These Pipelines.

Maia Foundation, the execution layer of Matillion's AI Data Automation platform, is now generally available on Google BigQuery. Rather than just speeding up how fast engineers write pipelines, Maia automates the surrounding work, including review, governance, and lineage, so BigQuery pipelines build and govern themselves while engineers approve.

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Maia and Snowflake CoWork vs. The Mountain

Give two teams 120 minutes, Maia & Snowflake CoWork, and one very ambitious data product to build... and things get interesting.

Watch to see what happened

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Legacy ETL is slow, expensive and hard to leave

Many enterprises know their legacy ETL platform is no longer fit for today’s demands. But replacing it feels just as risky as keeping it.

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August 11, 2026

We Asked Maia to Predict the World Cup. Here's How It Did

Data Orchestration Tools in the Agentic Era

AI Data Integration: What Actually Changes When Agents Do the Work

Maia vs. Matillion ETL: Time to Move Beyond Traditional ETL

AI Execution Has Outpaced the Way Enterprises Manage Work

The Execution Layer Is Where AI Advantage Is Won

How Maia Works With Snowflake CoCo and CoWork

The Evolution of Data Warehouse Automation

Maia & Snowflake CoWork vs. the Mountain

The Operational Foundation Enterprise AI Depends On

SSIS Alternatives and Competitors

When Execution No Longer Fits Inside a Single Platform

IBM DataStage Alternatives and Competitors

Data Automation Without Governance Is Just Faster Risk

Qlik Competitors and Alternatives in 2026

Talend Alternatives and Competitors in 2026

Building Tableau Dashboards Programmatically with Maia

Five Hidden Costs of Delaying Legacy ETL Modernization

dbt Alternatives and Competitors in 2026

Fivetran Competitors and Alternatives in 2026

Migration is a Runtime, Not a Project

Can AI Predict the 2026 World Cup Winner? We Asked Maia

Snowflake Summit 2026 Was About Context. The Conversation Has a Blind Spot

The Agentic Enterprise Still Runs on Human Supply

The Agentic Enterprise Needs a Supply Side

AI Didn’t Just Change Execution. It Broke How We Measure Value

What Agentic Data Engineering Actually Looks Like in the Real World

Why Data Engineers Must Stop Taking Orders and Start Designing Menus

Why Your Data Engineering Role is Changing (And Why That's Good News)

Mission Control: Autonomous Data Engineering's Operating Layer

From AI Tools to AI Data Teams: What We Shipped This Spring

Faster Pipelines, Same Backlog: Amdahl's Law Comes for Data Engineering

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Cloud Modernization Stalls Without Data Engineering Capacity

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Where Continuous Execution Becomes Inevitable

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Agentic AI Systems Explained: Why Projects Are the Wrong Unit of Execution

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Alteryx Competitors and Alternatives in 2026

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Maia vs Alteryx

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Legacy Data Migration: A Data Leader's Playbook

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What Is Data Automation?

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Execution Is No Longer Episodic. AI Made It Continuous

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Building Agentic Workflows on a Composable Data Architecture

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Traditional Automation vs. AI Data Automation

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Dead Capital: Why AI Investment Isn’t Producing Returns

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Legacy ETL Is the Hidden Constraint on AI Execution

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What Is Data Integration?

12 Informatica Competitors and Alternatives for 2026

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Informatica vs Maia

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The Real Cost of Legacy ETL Migration Isn't the Licence Fee

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Healthcare AI’s Real Bottleneck: Data Work and the Pipeline Problem

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What Is Massively Parallel Processing?

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AI Exposes the Limits of Analytics-Era Data Architecture

November 3, 2025

The Rise of AI Data Automation

How AI Is Creating Agentic Data Engineering

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October 1, 2025

Agentic AI vs. AI Agents

Modernizing ETL: Cut pipeline build time by 85%

What Is Agentic AI?

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Your Competitors Deploy AI in Days. You Don’t.

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August 13, 2025

3 AI Compliance Shifts Every Data Leader Must Act on Now

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September 5, 2025

Structured Data vs Unstructured Data vs Semi-Structured Data

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October 14, 2025

The Last Tool vs. The First Team

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October 1, 2025

Rethinking Data Engineering for the AI Era

February 24, 2026

From Better Tools to Agentic Data Teams

February 3, 2026

Matillion positions Maia as the AI Data Automation platform

November 3, 2025

Context Files With Maia | Smarter, Consistent Data Pipelines

Build Custom API Connectors Fast

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October 1, 2025

AI Data Automation Tested | Maia Real-World Review

Navigating GxP Compliance With Maia and AI Data Automation

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From Matillion to Maia: The Next Frontier of Data Engineering

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November 10, 2025

Supercharging Data Pipelines | Adaptive Orchestration With Maia

November 3, 2025

Designing Smarter Orchestration Pipelines

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September 29, 2025

The Data Stack Consolidation Imperative

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September 29, 2025

Breaking the Data Bottleneck

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September 29, 2025

From AI Promise to Performance

Customer Stories

From Two Months to Two Weeks: How National Safety Apparel Built Its Data Foundation with Maia

Customer Stories

From 16 Hours to 2: How Sophos Scales Agentic Data Engineering with Maia

Customer Stories

How Balfour Beatty Inverts the Data Ratio to Drive Safety and Margin

Customer Stories

How Nature's Touch Caught a $500K Inventory Variance

Customer Stories

How AI Augmented Engineering Lets a Two-Person Team Deliver Enterprise-Level Outcomes

Customer Stories

How AI Sentiment Analysis Delivered 1,300% Faster Insight at St. James's Place

Customer Stories

Inside PMG’s Clinical Data Evolution

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Customer Stories

Sophos: Scaling Data Operations with Maia

Executive Briefs

From Matillion to Maia

How to Automate 80% of Data Work

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How AI Agents Are Reshaping Enterprise Data Management

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The Agentic Advantage series 2: AI without the risk

The Agentic Advantage Series 2: Part 1: The Operating Model Rethink

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100 Informatica Workloads. 30 Minutes. 1 Cloud Migration Agent.

February 11, 2026

AI Hype to Accountable Outcomes: Snowflake, Maia, and Leading the Data Org

February 12, 2026

The Agentic Advantage Series: Part 2

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February 13, 2026

The Agentic Advantage Series: Part 3

Scaling Snowflake With Virtual Data Engineers

October 1, 2025

The CDO’s Agentic Advantage

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February 3, 2026

Data Automation: The Complete Guide to AI-Powered Data Operations

Mission Control: Legacy Migration Agents & BigQuery Support

Mission Control: The Catch Before the Dashboard Breaks

Automated Testing: Automating Confidence with Maia

Skills, Planning Mode, and Context Engine

Automate Building Custom API Connectors from Documentation

Architectural Enforcement (Data Vault 2.0)

Self-Healing & Log Analysis

How to create a star schema from Jira using Maia

dbt/SQL to DPL conversion with Maia

Documenting pipelines automatically with Maia

Creating the Snowflake CoWork Maia Skill: Best Practices

Build a Semantic Layer for Snowflake CoWork

Converting Alteryx Pipelines with Maia

Using the Medallion Skill with Maia

Creating a Medallion Skill with Maia

Update Data Pipelines: Hotfixes with Maia

Building a Medallion Architecture with Maia

Converting Informatica Pipelines with Maia

October 3, 2025

2025 Gartner® Magic Quadrant™

Matillion Unveils New CEO and CDO

Matillion Launches Maia Foundation on Google BigQuery

Matillion Launches Maia's Migration Agent

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Executive Briefs

Stop Blaming Budget for Your Migration Stall

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September 23, 2026

23-24 September

Big Data London 2026

What's New With Maia: Spring 2026

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July to October 2027

Maia Workshops

Maia Bi-Weekly Demo

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Snowflake Summit 2026

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Skills & Prompts

ETL Migration Skills Cookbook

30 Day Checklist

Manual Tax Audit

Interactive Assessment

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February 3, 2026

Data Automation: The Complete Guide to AI-Powered Data Operations

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