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WELCOME TO BEATAWRITES
I write feature articles, interviews, blog posts, whitepapers, e-books and more. Here you can find samples of my work.
Why enterprise data fragmentation is becoming an AI problem
Despite years of investment in cloud, analytics, and AI, most enterprises still struggle with inconsistent business metrics across teams and systems. This article explores why data fragmentation persists, why AI makes the issue more visible, and why solving it requires shared business meaning rather than just more technology.
Beata Socha
Apr 291 min read
From dashboards to conversations: retail’s AI shift
At NRF 2026, URBN shared how it is replacing fragmented retail reporting with a shared semantic layer and governed AI. This piece explores how unified data foundations are helping retailers move from static dashboards to conversational analytics.
Beata Socha
Feb 281 min read
Why a mature data fabric is critical for AI deployment
AI can unlock massive value, but only if your data is ready for it. And here’s the truth: most organizations aren’t there yet. In my...
Beata Socha
May 18, 20251 min read
What Makes an AI Strategy Actually Work?
To drive real business outcomes, your AI strategy needs more than just ambition—it needs alignment, communication, and activation. A...
Beata Socha
May 14, 20251 min read
Why Metadata Is the Real MVP of Scalable Data Strategies
Data-as-a-Service (DaaS) sounds great in theory—data on demand, no more messy infrastructure. But here’s the catch: it only works if...
Beata Socha
Apr 23, 20251 min read
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