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January 20, 2026

The Context Engineering Challenge No One Talks About

AI accuracy doesn’t fail because models can’t write SQL — it fails because enterprises underestimate the cost and complexity of engineering business context at scale.

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January 14, 2026

What To Do When Your AI Initiatives Are Stalling

AI initiatives aren't stalling because the technology isn't ready — they're stalling because most enterprise data architectures were designed for centralized warehouses and predictable questions, not distributed data...

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January 6, 2026

5 Predictions for Enterprise Data in 2026: When Agentic AI Goes to Production

2026 is when AI pilots have to become production systems — here are the five infrastructure shifts that separate the companies who scale from those stuck explaining why their AI investments haven't delivered ROI.

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December 19, 2025

Self-Service Data Management Is No Longer Optional — Here’s How to Get It Right

Self-service data management is no longer optional — here's what separates the organizations getting it right from those falling behind.

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Cover of the AI Data Fabric Show episode with Neil Bhandar, CDO of Generac
December 16, 2025

New Episode: Neil Bhandar on The AI Data Fabric Show

On the latest episode of The AI Data Fabric Show, Generac CDO Neil Bhandar joins Promethium CEO Prat Moghe to discuss navigating data leadership across industries and why CDOs must speak the language of business, not...

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December 7, 2025

Why Talking to Your Business Data is Not as Easy as it Looks!

Despite the explosion of 'talk to your data' agents, most fall short of production-grade accuracy — here's why the problem is architectural, not just about better LLMs.

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November 4, 2025

What is AI-Ready Data And Why Do 60% of AI Projects Fail Without It

While 77% of organizations prioritize AI-ready data investments, most struggle to define what 'ready' actually means — and that gap is why 60% of AI initiatives fail.

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October 28, 2025

Why AI-Ready Data Demands Both Fabric and Mesh — Not One or the Other

AI-ready data isn’t achieved through fabric or mesh alone — it’s the synergy between unified data access and distributed ownership that makes self-service and trustworthy AI possible.

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Cover of an episode of The AI Data Fabric Show where Prat Moghe hosts Ajay Sabhlok, CIO & CDO of Rubrik
October 16, 2025

New Episode: Ajay Sabhlok on The AI Data Fabric Show

On the latest episode of The AI Data Fabric Show, Rubrik CIO & CDO Ajay Shablok joins Promethium CEO Prat Moghe about how to build a IT function from 0 to IPO scale and other lessons learned.

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Blog post cover with the title "The ROI Reality Check: Measuring Real Business Impact from Data Fabric Investments" on the left and a dollar symbol and 5 bars increasing in size on the right hand side
October 8, 2025

The ROI Reality Check: Measuring Real Business Impact from Data Fabric Investments

Everyone talks about data fabric ROI, but few share real numbers. Discover measurable success metrics, common mistakes, and the buy vs. build impact on business value.

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Promethium blog cover: The Rise of the Semantic Data Fabric – Why context is the new competitive edge, featuring a book icon connected by nodes.
October 3, 2025

The Rise of the Semantic Data Fabric: Why Context Is the New Competitive Edge

Data fabrics with semantic understanding are emerging as the critical infrastructure layer that transforms connected data into understood intelligence — making the difference between AI projects that fail and those...

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September 24, 2025

Built to Evolve vs. Locked in Place — The Adaptability Advantage

In Parts 1 and 2, we explored the fundamental choice between open and closed data fabric architectures, and examined the hidden costs of Microsoft Fabric’s migration requirements. Now comes the crucial question:...

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