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Practical thinking for responsible AI adoption

Field notes on AI strategy, governance, automation, and delivery for teams moving from curiosity to measurable implementation.

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24 August 2026

Knowledge Graphs: Why They Matter for the Next Generation of AI Systems

Generating a plausible answer isn't the same as understanding a business. This post explores why knowledge graphs are essential for enterprise AI — connecting fragmented data, making LLM systems explainable, and safely governing what AI agents can do. Includes reference architecture diagrams.

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