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All blogs
The best data teams are rethinking how the work gets done. These are the posts written for the people building, buying, and working with modern data platforms.
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Featured
March 10, 2026
Customer Stories
How a two-person data team Is delivering enterprise-level outcomes
What if a two-person data team could outdeliver a department of ten – without hiring, without consultants, and without burning out? Edmund Optics proved it's possible.
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April 22, 2026
Blog
What Is Data Automation?
June 12, 2025
Blog
Building Agentic Workflows on a Composable Data Architecture
May 30, 2025
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 Alternatives & Competitors 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
How Agentic AI Is Redefining Data Engineering
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
December 12, 2025
Blog
How to Automate 80% of Data Work
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
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
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
“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.”
Sridhar Ramaswamy
CEO at Snowflake
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