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Blog
Thought leadership and latest news from our team.
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.
Data Culture
Blog Post
January 20, 2026
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5 mins.
Why Your Enterprise Data Tool Didn’t Work and How to Improve Your Tech Stack in 2026
Enterprise data tools fail because they assume shared understanding. Prioritize a semantic foundation.
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