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AI Data Automation starts here
Maia removes the data engineering bottleneck in your AI roadmap.
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Maia Context Engine
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Connectors
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Security
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Enterprise
Maia for enterprise
AI Automation at Scale
Deliver data products at AI speed with enterprise-grade governance and trust at the core.
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Business outcomes
Scale Your Data Team
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Roadmap Acceleration
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Platform Consolidation
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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.
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Featured
September 15, 2026
Reports
AI or Obsolete
The gap between CDAOs and data teams moving now and those still waiting is compounding daily. The constraint on AI value was never the models; it's how fast you can supply them with governed, AI-ready data. This executive guide shows how the CDAOs and data teams already ahead get there: a proven pilot, a funded business case, and a board-ready plan to scale, in 90 days.AOs
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Matillion named a Visionary in the 2026 Gartner® Magic Quadrant™ for Data Integration Tools
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November 11, 2026
Blog
Maia Git Integration: Hosted vs. Third-Party Git, and How Context Files Keep Commits Consistent
November 9, 2026
Blog
Matillion recognized as a Visionary in the 2026 Gartner® Magic Quadrant™ for Data Integration Tools
October 28, 2026
Blog
Predicting Kickstarter Success from a One-Line Blurb with Jev and Maia
October 22, 2026
Blog
The Five Pillars to Maximize Your Productivity with Maia
October 22, 2026
Blog
Automated ETL Migration With Maia
October 16, 2026
Blog
TypeSafe Jev in Maia: Three Shared Pipelines, One Registry, One Skill.
October 15, 2026
Blog
How to Build an AI-Curated News Feed with Maia for under 3 Cents a Day
October 14, 2026
Blog
Autonomous Data Engineering Changes the Economics of Growth
October 12, 2026
Blog
How We Evaluate Maia: Inside Our Automated AI Benchmarking Framework
October 7, 2026
Blog
The Prompt Was Three Sentences. The Build Was a Governed Claims Data Product.
October 7, 2026
Blog
Five Jev Use Cases
October 7, 2026
Blog
Building a TypeSafe Jev Connector and Shared Pipelines in Maia
October 2, 2026
Blog
What Is AI Data Automation? (And What It Isn't)
October 7, 2026
Blog
AI Isn't Replacing Data Engineers: Here's What's Actually Changing
October 1, 2026
Blog
The AI Agent Harness: Why Models Alone Aren't Enough
October 1, 2026
Blog
What Is Change Data Capture?
September 25, 2026
Blog
How Maia Automates Report Generation
September 22, 2026
Blog
Why Anxiety, Not Capability, Is the Real Barrier to AI Adoption
September 21, 2026
Blog
Agentic AI Is Making Coordination Part of the Execution Problem
September 16, 2026
Blog
Why 80% of AI POCs Never Reach Production
August 28, 2026
Blog
Premier League 2026-27 Predictions, Built with Maia
August 11, 2026
Blog
We Asked Maia to Predict the World Cup. Here's How It Did
August 7, 2026
Blog
Data Orchestration Tools in the Agentic Era
August 7, 2026
Blog
AI Data Integration: What Actually Changes When Agents Do the Work
August 6, 2026
Blog
Maia vs. Matillion ETL: Time to Move Beyond Traditional ETL
August 4, 2026
Blog
AI Execution Has Outpaced the Way Enterprises Manage Work
August 3, 2026
Blog
The Execution Layer Is Where AI Advantage Is Won
July 30, 2026
Blog
How Maia Works With Snowflake CoCo and CoWork
July 30, 2026
Blog
The Evolution of Data Warehouse Automation
July 8, 2026
Blog
BigQuery's AI Tools Make Writing Pipelines Faster. Maia Now Governs These Pipelines.
July 23, 2026
Blog
Maia & Snowflake CoWork vs. the Mountain
July 6, 2026
Blog
The Operational Foundation Enterprise AI Depends On
July 3, 2026
Blog
SSIS Alternatives and Competitors
July 3, 2026
Blog
When Execution No Longer Fits Inside a Single Platform
July 2, 2026
Blog
IBM DataStage Alternatives and Competitors
July 2, 2026
Blog
Data Automation Without Governance Is Just Faster Risk
June 23, 2026
Blog
Qlik Competitors and Alternatives in 2026
June 22, 2026
Blog
Talend Alternatives and Competitors in 2026
June 19, 2026
Blog
Building Tableau Dashboards Programmatically with Maia
June 18, 2026
Blog
Five Hidden Costs of Delaying Legacy ETL Modernization
June 18, 2026
Blog
dbt Alternatives and Competitors in 2026
June 18, 2026
Blog
Fivetran Competitors and Alternatives in 2026
June 19, 2026
Blog
Migration is a Runtime, Not a Project
June 15, 2026
Blog
Can AI Predict the 2026 World Cup Winner? We Asked Maia
June 15, 2026
Blog
Snowflake Summit 2026 Was About Context. The Conversation Has a Blind Spot
June 9, 2026
Blog
The Agentic Enterprise Still Runs on Human Supply
June 3, 2026
Blog
The Agentic Enterprise Needs a Supply Side
June 3, 2026
Blog
AI Didn’t Just Change Execution. It Broke How We Measure Value
July 22, 2026
Blog
What Agentic Data Engineering Actually Looks Like in the Real World
July 14, 2026
Blog
Why Data Engineers Must Stop Taking Orders and Start Designing Menus
July 7, 2026
Blog
Why Your Data Engineering Role is Changing (And Why That's Good News)
May 29, 2026
Blog
Mission Control: Autonomous Data Engineering's Operating Layer
May 21, 2026
Blog
From AI Tools to AI Data Teams: What We Shipped This Spring
May 26, 2026
Blog
Faster Pipelines, Same Backlog: Amdahl's Law Comes for Data Engineering
May 19, 2026
Blog
Cloud Modernization Stalls Without Data Engineering Capacity
May 19, 2026
Blog
Where Continuous Execution Becomes Inevitable
May 13, 2026
Blog
Agentic AI Systems Explained: Why Projects Are the Wrong Unit of Execution
April 30, 2026
Blog
Alteryx Competitors and Alternatives in 2026
April 30, 2026
Blog
Maia vs Alteryx
May 1, 2026
Blog
Legacy Data Migration: A Data Leader's Playbook
April 22, 2026
Blog
What Is Data Automation?
April 27, 2026
Blog
Execution Is No Longer Episodic. AI Made It Continuous
June 12, 2025
Blog
Building Agentic Workflows on a Composable Data Architecture
April 16, 2026
Blog
Traditional Automation vs. AI Data Automation
April 10, 2026
Blog
Dead Capital: Why AI Investment Isn’t Producing Returns
March 31, 2026
Blog
Legacy ETL Is the Hidden Constraint on AI Execution
May 6, 2025
Blog
What Is Data Integration?
March 26, 2026
Blog
12 Informatica Competitors and Alternatives for 2026
March 26, 2026
Blog
Informatica vs Maia
March 26, 2026
Blog
The Real Cost of Legacy ETL Migration Isn't the Licence Fee
March 26, 2026
Blog
Healthcare AI’s Real Bottleneck: Data Work and the Pipeline Problem
May 2, 2025
Blog
What Is Massively Parallel Processing?
March 23, 2026
Blog
AI Exposes the Limits of Analytics-Era Data Architecture
November 3, 2025
Blog
The Rise of AI Data Automation
August 1, 2025
Blog
Agentic Data Engineering: How AI Agents Automate the Data Pipeline
October 1, 2025
Blog
Agentic AI vs. AI Agents
March 8, 2026
Blog
Modernizing ETL: Cut pipeline build time by 85%
July 25, 2025
Blog
What Is Agentic AI?
March 9, 2026
Blog
Your Competitors Deploy AI in Days. You Don’t.
August 13, 2025
Blog
3 AI Compliance Shifts Every Data Leader Must Act on Now
September 5, 2025
Blog
Structured Data vs Unstructured Data vs Semi-Structured Data
October 14, 2025
Blog
The Last Tool vs. The First Team
October 1, 2025
Blog
Rethinking Data Engineering for the AI Era
February 24, 2026
Blog
From Better Tools to Agentic Data Teams
February 3, 2026
Blog
Matillion positions Maia as the AI Data Automation platform
November 3, 2025
Blog
Context Files With Maia | Smarter, Consistent Data Pipelines
March 11, 2025
Blog
Build Custom API Connectors Fast
October 1, 2025
Blog
AI Data Automation Tested | Maia Real-World Review
August 5, 2025
Blog
Navigating GxP Compliance With Maia and AI Data Automation
June 4, 2025
Blog
From Matillion to Maia: The Next Frontier of Data Engineering
November 10, 2025
Blog
Supercharging Data Pipelines | Adaptive Orchestration With Maia
November 3, 2025
Blog
Designing Smarter Orchestration Pipelines
September 29, 2025
Blog
The Data Stack Consolidation Imperative
September 29, 2025
Blog
Breaking the Data Bottleneck
September 29, 2025
Blog
From AI Promise to Performance
October 1, 2026
Customer Stories
How Mukuru Is Rebuilding Its Data Stack with Maia
July 3, 2026
Customer Stories
From Two Months to Two Weeks: How National Safety Apparel Built Its Data Foundation with Maia
July 3, 2026
Customer Stories
From 16 Hours to 2: How Sophos Scales Agentic Data Engineering with Maia
May 26, 2026
Customer Stories
How Balfour Beatty Inverts the Data Ratio to Drive Safety and Margin
March 6, 2026
Customer Stories
How Nature's Touch Caught a $500K Inventory Variance
March 10, 2026
Customer Stories
How AI Augmented Engineering Lets a Two-Person Team Deliver Enterprise-Level Outcomes
March 6, 2026
Customer Stories
How AI Sentiment Analysis Delivered 1,300% Faster Insight at St. James's Place
May 26, 2026
Customer Stories
Inside PMG’s Clinical Data Evolution
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November 10, 2026
Webinars
Stop Maintaining, Start Shipping: Reclaim 60% of Engineering Time with Autonomous Data Ops
November 3, 2026
Webinars
The Agentic Mindset Shift: How to Onboard an Agentic Data Team
July 10, 2026
Customer Stories
Sophos: Scaling Data Operations with Maia
July 2, 2026
Executive Briefs
From Matillion to Maia
July 1, 2026
Webinars
How to Automate 80% of Data Work
May 8, 2026
Webinars
How AI Agents Are Reshaping Enterprise Data Management
May 6, 2026
Webinars
The Agentic Advantage series 2: AI without the risk
April 29, 2026
Webinars
The Agentic Advantage Series 2: Part 1: The Operating Model Rethink
March 31, 2026
Webinars
100 Informatica Workloads. 30 Minutes. 1 Cloud Migration Agent.
February 11, 2026
Webinars
AI Hype to Accountable Outcomes: Snowflake, Maia, and Leading the Data Org
February 12, 2026
Webinars
The Agentic Advantage Series: Part 2
February 13, 2026
Webinars
The Agentic Advantage Series: Part 3
July 29, 2025
Webinars
Scaling Snowflake With Virtual Data Engineers
October 1, 2025
Ebook
The CDO’s Agentic Advantage
October 22, 2026
Infographic
The AI-Native CDAO
February 3, 2026
Blog
Data Automation: The Complete Guide to AI-Powered Data Operations
October 7, 2026
Demo Video
Build a Claims Processing Pipeline with Maia and Jev AI
October 7, 2026
Demo Video
Jev AI in Maia Pipelines: Choice, Score and Noul Evaluations
October 7, 2026
Demo Video
Connect Jev AI to Maia: Custom Connector and Shared Pipelines
September 9, 2026
Demo Video
Maia for Google BigQuery
June 22, 2026
Demo Video
Mission Control: Legacy Migration Agents & BigQuery Support
June 22, 2026
Demo Video
Mission Control: The Catch Before the Dashboard Breaks
June 22, 2026
Demo Video
Automated Testing: Automating Confidence with Maia
June 21, 2026
Demo Video
Skills, Planning Mode, and Context Engine
June 12, 2026
Demo Video
Automate Building Custom API Connectors from Documentation
June 12, 2026
Demo Video
Architectural Enforcement (Data Vault 2.0)
June 12, 2026
Demo Video
Self-Healing & Log Analysis
June 12, 2026
Demo Video
How to create a star schema from Jira using Maia
June 12, 2026
Demo Video
dbt/SQL to DPL conversion with Maia
April 28, 2026
Demo Video
Documenting pipelines automatically with Maia
April 1, 2026
Demo Video
Creating the Snowflake CoWork Maia Skill: Best Practices
April 1, 2026
Demo Video
Build a Semantic Layer for Snowflake CoWork
April 1, 2026
Demo Video
Converting Alteryx Pipelines with Maia
April 1, 2026
Demo Video
Using the Medallion Skill with Maia
April 1, 2026
Demo Video
Creating a Medallion Skill with Maia
April 1, 2026
Demo Video
Update Data Pipelines: Hotfixes with Maia
April 1, 2026
Demo Video
Building a Medallion Architecture with Maia
April 2, 2026
Demo Video
Converting Informatica Pipelines with Maia
November 9, 2026
Reports
2026 Gartner® Magic Quadrant™
September 15, 2026
Reports
AI or Obsolete
August 4, 2026
News
Matillion Unveils New CEO and CDO
July 8, 2026
News
Matillion Launches Maia Foundation on Google BigQuery
March 26, 2026
News
Matillion Launches Maia's Migration Agent
April 8, 2026
Executive Briefs
Stop Blaming Budget for Your Migration Stall
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October 28, 2026
Runs Monthly
Events
Maia Virtual Workshop
July 7, 2026
2026 & 2027
Events
Maia Workshops
July 6, 2026
Events
Maia Bi-Weekly Demo
April 30, 2026
Skills & Prompts
ETL Migration Skills Cookbook
August 28, 2026
Interactive
Top Maia Prompts
July 1, 2026
Interactive
30 Day Checklist
July 14, 2026
Interactive
Manual Tax Audit
July 7, 2026
Interactive
Interactive Assessment
February 3, 2026
Data Automation: The Complete Guide to AI-Powered Data Operations
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