GenAI Without Governance is Exposure: The Universal Semantic Layer
October 15, 2025
From Data Chaos to Trusted Intelligence There is no modern business without data. However, without shared meaning and governance, it’s an unstable asset. Every department defines terms differently — “revenue” means one thing to Finance, another to Sales, and something entirely else to Operations. When Generative AI (GenAI) systems start reasoning over such fragmented data, ...
Read moreData Repatriation and Sovereignty: Building Resilient, AI-Ready Architectures
October 14, 2025
Data ownership as a fundamental safeguard against risks, an economic imperative for cost efficiency, and a regulatory baseline for jurisdictional compliance reveals how these trends are reshaping enterprise strategies amid rising AI demands, regulatory pressures, and economic realities. We compiled the latest 2025 insights on the dynamics of data repatriation and sovereignty from vendors such ...
Read moreThe Turning Point: Data Repatriation and Digital Sovereignty in 2025
October 1, 2025
The year 2025 is emerging as a turning point. AI costs are rising faster than most enterprises can manage, regulatory pressures are growing more complex, and the economics of public cloud models are showing their limits. Against this backdrop, data repatriation and sovereignty have moved from peripheral considerations to the core of strategic decision-making. Why ...
Read moreTransforming Reporting with a Universal Intelligence Layer
July 30, 2025
Effective reporting depends on timely, accurate data. Yet many organisations still rely on legacy tools and manual spreadsheets that struggle to keep pace with evolving business demands. At CRMT, we frequently encounter companies hampered by slow, error-prone processes and fragmented metrics. Without a unified approach, analytics initiatives stall and decision-making suffers. Hidden Risks of Outdated ...
Read moreArtificial Intelligence: From Future Promise to Business Reality
July 4, 2025
Its successful adoption is not just about selecting the most advanced algorithms. What truly determines success is how effectively a company understands, integrates, and governs its data. At CRMT, we see this reality every day. The majority of advanced solutions we implement already embed artificial intelligence: not as a standalone add-on, but as a core ...
Read moreThe Universal Semantic Layer – The Key to Data Security and Usage Compliance
June 20, 2025
For organizations aiming to master a data-intensive world In an era where artificial intelligence (AI) and its agents are becoming critical to business success, data serves both as a powerful resource and a potential risk. Poor data management can lead to confusion, inefficiency, and security vulnerabilities. Today’s Chief Data Officers (CDOs) and security engineers face ...
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