July 15, 2025
Self-Service Data at AI Scale — An Open Agentic Architecture for the Enterprise
Promethium CEO Prat Moghe introduces a new agentic approach for self-service data at AI scale.
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Promethium CEO Prat Moghe introduces a new agentic approach for self-service data at AI scale.
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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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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.
Continue Reading »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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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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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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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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In Part 1, we explored how open and closed data fabric architectures represent fundamentally different philosophies for enabling AI at scale. Microsoft Fabric’s closed approach promises simplicity through...
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Why your architectural choice today determines your AI capabilities tomorrow
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Single AI agents are hitting enterprise limits, but multi-agent workflows unlock 3-5x better performance through specialized collaboration — if you solve the data foundation first.
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Without proper data context, even the most advanced AI will confidently deliver wrong answers to. Here's how enterprise leaders are solving the fragmented metadata problem to build trustworthy AI at scale.
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From quick wins to AI-scale self-service data, here’s where Data Answers shine.
Continue Reading »I’m excited to share my first podcast on “The AI Data Fabric Show” with Mihir Shah as my guest today. The AI Data Fabric Show is a conversation with battle-tested CXO/CDOs and AI leaders, entrepreneurs, and...
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