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Field notes from the work. Sovereign AI, agent grounding, compliance architecture, and the things we learned the hard way.

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February 2, 2025 | Data Strategy

Taming the Cloud: Database Normalisation for Cost-Effective Infrastructure

Key Takeaways Cloud infrastructure costs are significantly impacted by database design. Database normalisation reduces data redundancy and storage needs. Optimised databases improve application performance and scalability. Well-structured data facilitates better reporting and decision-making. Legacy systems often contain un-normalised data, leading to increased cloud costs. The Cloud Cost Conundrum Cloud infrastructure is the backbone of modern […]

The Logic of Living Assets. Practical AI architecture, sovereign infrastructure, and compliance platforms that hold up under audit.

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