AI & Data Intelligence Blog

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Using Data Analytics to Improve Clinical Performance and Its Reimbursement Outcomes: One Hospital’s Experience

At Butler Health System, a 311-bed community hospital in Butler Pa., hospital leaders have come together to use data analytics…

Jun 27 207M views 2 min read

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Smart Cities Hinge on Open Data

A technologically-savvy city is no longer fodder for fantasy film; it’s an expectation. We live in a time where technology…

Jul 15 206M views 2 min read

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Unlocking Customer Sentiment Through Speech Analytics

Brands have conversations with customers every single day, but many are missing out on critical information that is hidden within…

Nov 28 206M views 3 min read

Data Management ×

A heavy vault or safe door, partially open, in a clean architectural space.

Data Security and Privacy for AI Systems

Here is the conversation I keep having with security teams in 2026. They have spent fifteen years getting good at…

Jul 2, 2026 Yves Mulkers 66K views 12 min read

Industrial conduit infrastructure with smooth metal pipes converging toward a central hub.

Governing the Data Pipeline That Feeds Your Models

Most AI failures I have watched live in the pipeline, not the model. The model is the part on the…

Jun 23, 2026 Yves Mulkers 2.4M views 12 min read

A central wooden card catalog with drawers partially open, evoking a library index.

Master Data Management as an AI Foundation

A few weeks ago I sat with a team rolling out a customer-segmentation model. The model worked beautifully in the…

Jun 22, 2026 Yves Mulkers 66K views 12 min read

Labeled archive boxes with tracing tags and ribbons on a workbench.

Data Lineage and Provenance for AI Training Sets

In 2018 I sat in a room with a bank’s data team and asked a question that ruined the afternoon.…

Jun 21, 2026 Yves Mulkers 140K views 12 min read

Precision measurement instruments arranged on a workbench.

Data Quality for AI: Garbage In, Garbage Out at Machine Speed

The first time I heard “garbage in, garbage out” was in a basement, in front of a beige terminal, from…

Jun 20, 2026 Yves Mulkers 55K views 11 min read

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Why AI Governance Starts With Data Governance

I have been doing this work for fifteen years, and I keep walking into the same room. Different logo over…

Jun 19, 2026 Yves Mulkers 209K views 11 min read

Clean architectural archive shelving with labeled compartments.

Data Governance for AI: The Real Foundation

I have been doing data governance work for fifteen years, since before anybody wanted to put the word “AI” in…

Jun 6, 2026 Yves Mulkers 57K views 14 min read

Architectural geometric forms suggesting frameworks and oversight.

AI Governance: The Complete Guide for 2026

A few weeks ago I did something I do most mornings: I listened to the conversation. Not the headlines, the…

Jun 3, 2026 Yves Mulkers 75K views 36 min read

Data Integration Made Easy: Discover the Top Data Fabric Tools

Discover the best data fabric tools to transform your midsize company into a data-driven powerhouse!

Sep 13, 2024 Yves Mulkers 11M views 7 min read

Unifying Your Data Ecosystem: Discover the Power of Data Fabric Architecture

Unlock the power of data fabric architecture to unify your data ecosystem and drive your digital transformation.

Sep 9, 2024 Yves Mulkers 3.7M views 8 min read

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