Publications
White papers and technical write-ups from Xtensyon Labs. Practical notes on building production AI, governance, evaluation, and the unglamorous parts that make systems work.
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White papers and technical write-ups from Xtensyon Labs. Practical notes on building production AI, governance, evaluation, and the unglamorous parts that make systems work.
Clinicians write for humans, not databases. This case study covers a practical pipeline for extracting problem lists and medication details while keeping review steps simple and safe.
RAG projects run into trouble when teams index everything “just in case.” This paper proposes a simple classification scheme that decides which content can be embedded, which needs redaction, and which should stay out of the index.
When policies live in PDFs, teams improvise. This case study shows how to turn scattered issue resolutions into a searchable playbook that supports both live agents and self-service chat.
A GenAI rollout can blow past budget quietly. This brief shows a practical approach to quotas, showback, and cost reports that finance teams can read and engineers can actually implement.