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Our Blog

Latest news from our team

Blog Post
Data Culture
February 23, 2026
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5 Mins

What Clean Data Really Means and Why One-Time Fixes Don’t Work

Clean data is an ongoing practice, not a one-time fix. Sustained clarity requires shared meaning and routine maintenance.
Release
Product
February 17, 2026
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5 mins

Extended Ellie.ai API Capabilities now live

The Ellie.ai API now supports full programmatic data model and metadata updates (CRUD) for automated workflows.
Release
Product
February 17, 2026
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2 Mins

Introducing the Ellie MCP Server: Bridging AI and Data Modeling

Ellie MCP Server enables AI to create/update Ellie data models directly, safely, and with governance.
Blog Post
Data Culture
February 9, 2026
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5 Mins

Why “Good Enough” Data Fails: How Semantic Drift Creates Silos, Rework, and Untrusted Metrics

"Good enough" data causes silos, rework, and untrusted metrics. A semantic layer creates shared meaning for intervention.
Release
February 6, 2026
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2 mins

Ellie 8.14: Email notifications

You can now receive email notifications for important activity in Ellie.
Blog Post
Data Culture
January 27, 2026
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5 Mins.

Your Data Isn’t AI-Ready: The Missing Semantic Layer Holding AI Back

AI fails in production due to a missing semantic layer. Ellie.ai provides the shared meaning needed for reliable AI.
About us

Why Ellie

Lets you design data products ~40% Faster
35% higher rate of data product success
95% of our customers never stop using Ellie
Cloud-based and easy to use-up and running in just 5 minutes
Drive data culture across your organization, avg 6:1 business to data user ratio
Design and collaborate directly from your browser
Data for everyone

Ellie’s Key Features

Data Vault & Warehousing

Get the fundamentals of your data warehouse right, and maintain your design throughout the implementation phase.

Data Governance & Catalogs

Agree on your rules, policies & ownership of data without getting distracted by technical level details.

Data Mesh

Design your core business data entities within your domain fast, and enable cross-domain communication with ease.
Diagram showing a glossary connected to HR and Sales departments, each with two team members' photos below.

Data Culture

Turn complicated day-to-day hurdles of driving data culture, into a clear process with a low-entry point.
Illustration showing three confused individuals with speech bubbles connected to a central logo, leading to a larger circle of happy, confident people labeled 'DATA WORLD'.