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.

No items found.

No items found.

October 16, 2026

TypeSafe Jev in Maia: Three Shared Pipelines, One Registry, One Skill.

October 14, 2026

Autonomous Data Engineering Changes the Economics of Growth

October 12, 2026

How We Evaluate Maia: Inside Our Automated AI Benchmarking Framework

October 7, 2026

The Prompt Was Three Sentences. The Build Was a Governed Claims Data Product.

October 7, 2026

Five Jev Use Cases

October 7, 2026

Building a TypeSafe Jev Connector and Shared Pipelines in Maia

October 2, 2026

What Is AI Data Automation? (And What It Isn't)

October 7, 2026

AI Isn't Replacing Data Engineers: Here's What's Actually Changing

October 1, 2026

The AI Agent Harness: Why Models Alone Aren't Enough

October 1, 2026

What Is Change Data Capture?

September 25, 2026

How Maia Automates Report Generation

September 22, 2026

Why Anxiety, Not Capability, Is the Real Barrier to AI Adoption

September 21, 2026

Agentic AI Is Making Coordination Part of the Execution Problem

September 16, 2026

Why 80% of AI POCs Never Reach Production

August 28, 2026

Premier League 2026-27 Predictions, Built with Maia

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

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

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

Cloud icon above a horizontal progress bar partially filled with a gradient from teal to yellow.

Cloud Modernization Stalls Without Data Engineering Capacity

Illustration of five dominoes falling in sequence with a dark green gradient background.

Where Continuous Execution Becomes Inevitable

Three people collaborating around a table with papers, pens, and a calculator in a brick-walled room.

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

Blue lowercase letter a inside a white rounded square on a dark green background.

Alteryx Competitors and Alternatives in 2026

Two white squares on blue background with Maia icon on left and blue letter a on right.

Maia vs Alteryx

Abstract orange honeycomb bee face icon with dark eyes and sparkle on yellow gradient background.

Legacy Data Migration: A Data Leader's Playbook

Partially visible orange robot icon with eyes on a yellow gradient background with icons above.

What Is Data Automation?

Dark green background with a light hexagon containing a looping arrow symbol in the center.

Execution Is No Longer Episodic. AI Made It Continuous

Yellow flowchart icon with one block connected to three blocks on a dark hexagonal background.

Building Agentic Workflows on a Composable Data Architecture

Abstract graphic of intersecting yellow and beige lines with circles containing check marks on a dark teal background.

Traditional Automation vs. AI Data Automation

Man in glasses and green sweater thoughtfully looking at a laptop while sitting at a wooden desk.

Dead Capital: Why AI Investment Isn’t Producing Returns

Abstract dark teal background with a lighter teal hexagon containing a dark gear-like shape.

Legacy ETL Is the Hidden Constraint on AI Execution

Smiling woman and man discussing documents at a table with laptop and charts in an office.

What Is Data Integration?

12 Informatica Competitors and Alternatives for 2026

Two square icons: left is a yellow hexagon with black dots and sparkle, right is an orange diamond with blue triangle.

Informatica vs Maia

Person typing on laptop with financial symbols and software icons floating around them.

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

Female doctor wearing glasses and a stethoscope working on a laptop in a bright office.

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

Diagram showing four parallel server clusters each linked to separate data storage units.

What Is Massively Parallel Processing?

Woman in a white shirt holding a laptop and leaning against a reflective glass wall indoors.

AI Exposes the Limits of Analytics-Era Data Architecture

November 3, 2025

The Rise of AI Data Automation

Agentic Data Engineering: How AI Agents Automate the Data Pipeline

Two icons in hexagons: a yellow bee with sparkles and a person outline with a sparkle on a teal background.

October 1, 2025

Agentic AI vs. AI Agents

Modernizing ETL: Cut pipeline build time by 85%

What Is Agentic AI?

Yellow hexagon-shaped stylized bee with white sparkling star on dark green background.

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

Three checkmarks with horizontal bars next to a medal with 12 yellow stars in a circle on teal background.

August 13, 2025

3 AI Compliance Shifts Every Data Leader Must Act on Now

Three people in a meeting room discussing work, with papers and a laptop on the table.

September 5, 2025

Structured Data vs Unstructured Data vs Semi-Structured Data

Three stylized yellow hexagonal shapes with eyes and sparkles on a green gradient background.

October 14, 2025

The Last Tool vs. The First Team

Thoughtful man wearing glasses looking at a computer screen with his hand on his chin.

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

Portrait of a man with short dark hair wearing a white button-up shirt against a light blue background.

October 1, 2025

AI Data Automation Tested | Maia Real-World Review

Navigating GxP Compliance With Maia and AI Data Automation

Minimalist robot face with yellow outline and teal background partially covered by yellow block.

From Matillion to Maia: The Next Frontier of Data Engineering

Lightning bolt icon inside a partially complete circular progress bar with gradient colors.

November 10, 2025

Supercharging Data Pipelines | Adaptive Orchestration With Maia

November 3, 2025

Designing Smarter Orchestration Pipelines

Three people in a modern office sitting and talking near indoor plants and a white table.

September 29, 2025

The Data Stack Consolidation Imperative

Three business professionals standing by windows, discussing documents on a clipboard, smiling.

September 29, 2025

Breaking the Data Bottleneck

Yellow hexagon with eyes and two antennae resembling a moving cartoon bee on yellow background.

September 29, 2025

From AI Promise to Performance

Abstract dark green geometric shapes with overlapping translucent layers background.

Subscribe to Our Newsletter

Get a monthly email about everything we’re thinking about, from thought leadership topics to technical articles and product updates.

Redefine how data
‍work gets done

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

See Maia in action

Abstract dark teal geometric shapes background with diagonal lines and subtle gradients.