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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May 21, 2026
Blog
From AI Tools to AI Data Teams: What We Shipped This Spring
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May 26, 2026
Blog

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

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May 19, 2026
Blog

Cloud Modernization Stalls Without Data Engineering Capacity

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May 19, 2026
Blog

Where Continuous Execution Becomes Inevitable

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May 13, 2026
Blog

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

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April 30, 2026
Blog

Alteryx Alternatives in 2026

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April 30, 2026
Blog

Maia vs Alteryx

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May 1, 2026
Blog

Legacy Data Migration: A CTO's Playbook

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April 22, 2026
Blog

What Is Data Automation?

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April 27, 2026
Blog

Execution Is No Longer Episodic. AI Made It Continuous

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June 12, 2025
Blog

Building Agentic Workflows on a Composable Data Architecture

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May 30, 2025
Blog

Traditional Automation vs. AI Data Automation

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April 10, 2026
Blog

Dead Capital: Why AI Investment Isn’t Producing Returns

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March 31, 2026
Blog

Legacy ETL Is the Hidden Constraint on AI Execution

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May 6, 2025
Blog

What Is Data Integration?

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March 26, 2026
Blog

12 Informatica Alternatives & Competitors for 2026

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March 26, 2026
Blog

Informatica vs Maia

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March 26, 2026
Blog

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

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March 26, 2026
Blog

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

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May 2, 2025
Blog

What Is Massively Parallel Processing?

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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

How AI Is Creating Agentic Data Engineering

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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?

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March 9, 2026
Blog

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

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August 13, 2025
Blog

3 AI Compliance Shifts Every Data Leader Must Act on Now

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September 5, 2025
Blog

Structured Data vs Unstructured Data vs Semi-Structured Data

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October 14, 2025
Blog

The Last Tool vs. The First Team

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October 1, 2025
Blog

Rethinking Data Engineering for the AI Era

November 5, 2025
Blog

Agents of Data: 0-1 of AI - with Sarah Schlobohm

February 24, 2026
Blog

From Better Tools to Agentic Data Teams

February 3, 2026
Blog

Matillion positions Maia as the AI Data Automation platform

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November 3, 2025
Blog

Context Files With Maia | Smarter, Consistent Data Pipelines

March 11, 2025
Blog

Build Custom API Connectors Fast

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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

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June 4, 2025
Blog

The Next Frontier of Data Engineering

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November 10, 2025
Blog

Supercharging Data Pipelines | Adaptive Orchestration With Maia

November 3, 2025
Blog

Designing Smarter Orchestration Pipelines

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September 29, 2025
Blog

The Data Stack Consolidation Imperative

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September 29, 2025
Blog

Breaking the Data Bottleneck

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September 29, 2025
Blog

From AI Promise to Performance

May 26, 2026
Customer Stories

How Balfour Beatty inverts the ratio to drive safety and margin

March 6, 2026
Customer Stories

How Nature's Touch caught a $500K variance

March 10, 2026
Customer Stories

How a two-person data team Is delivering enterprise-level outcomes

March 6, 2026
Customer Stories

Delivering 1,300% faster analysis and modernizing data pipelines

May 26, 2026
Customer Stories

Inside PMG’s Clinical Data Evolution

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May 8, 2026
Webinars

How AI Agents Are Reshaping Enterprise Data Management

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May 6, 2026
Webinars

The Agentic Advantage series 2: AI without the risk

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April 29, 2026
Webinars

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

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March 31, 2026
Webinars

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

February 11, 2026
Webinars

The Agentic Advantage Series: Part 1

February 12, 2026
Webinars

The Agentic Advantage Series: Part 2

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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

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February 3, 2026
Blog

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

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April 28, 2026
Demo Video

Documenting pipelines automatically with Maia

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April 1, 2026
Demo Video

Creating the Snowflake Intelligence Maia Skill: Best Practices

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April 1, 2026
Demo Video

Build a Semantic Layer for Snowflake Intelligence

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April 1, 2026
Demo Video

Converting Alteryx Pipelines with Maia

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April 1, 2026
Demo Video

Using the Medallion Skill with Maia

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April 1, 2026
Demo Video

Creating a Medallion Skill with Maia

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April 1, 2026
Demo Video

Update Data Pipelines: Hotfixes with Maia

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April 1, 2026
Demo Video

Building a Medallion Architecture with Maia

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April 2, 2026
Demo Video

Converting Informatica Pipelines with Maia

October 3, 2025
Reports

2025 Gartner® Magic Quadrant™

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March 26, 2026
News

Matillion Launches Maia's Migration Agent

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April 8, 2026
Executive Briefs

Stop Blaming Budget for Your Migration Stall

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June 23, 2026
June & July 2026
Events

Maia Workshops

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May 28, 2026
May 28, 2026
Events

Maia Bi-Weekly Demo

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April 30, 2026
June 1, 2026
Events

Snowflake Summit 2026

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April 30, 2026
Skills & Prompts

ETL Migration Skills Cookbook

May 20, 2026

What's New With Maia: Spring 2026

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February 3, 2026

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

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“Maia offers a glimpse into the future of data engineering.”
“It’s intuitive, powerful, and feels like a real accelerant for how teams build with data. I’m excited about what this will unlock.”
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Sridhar Ramaswamy
CEO at Snowflake
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Redefine how data
‍work gets done

Enjoy the freedom to do more with Maia on your side.
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