Insights
Practical notes on AI agents, sovereignty, and production delivery for EU teams.
7-12 / 14 articles
· 6 min read
AI automation: ROI, risks and human oversight
Measure full AI automation ROI: total handling time, corrections, human review and operating costs, not just generation speed.
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· 6 min read
Enterprise AI agent architecture: security
Design a safer enterprise AI agent: permissions, data, tools, evaluation and full operating costs before production.
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· 7 min read
How to evaluate an AI agent before launch
Test business outcomes, tool use, permissions, cost and reliability before launching an AI agent. A practical guide for CTOs and managers.
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· 7 min read
RAG vs GraphRAG: choosing for your documents
RAG or GraphRAG? Choose by question type, source quality, access rights and lifecycle cost—not architecture hype. A guide for CTOs and managers.
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Human-in-the-loop for AI agents: when to ask for approval
When should an AI agent ask for approval? A practical risk matrix for CTOs and managers, with exact-action gates and fewer unnecessary prompts.
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· 5 min read
AI agent production readiness checklist: 24 checks before go-live
24 checks across data, security, evaluation, ownership, cost and adoption to decide if an AI agent is ready for production, with a go/no-go rule.
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