Insights

Research and field notes

Technical guides and perspectives on AI systems, data architectures and industrial site technology — written by the teams who deploy them.

Whitepaper · AI

The RAG evaluation playbook: from benchmarks to production

A technical guide to retrieval-augmented generation: pipelines, embedding models, reranking, retrieval strategies, evaluation methods and production practice.

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Presentation · Industrial

Autonomous site monitoring for oil & gas projects

Continuous progress evidence, HSE insight and stakeholder reporting with industrial-grade autonomous visual systems.

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