Case studies

Case studies

Illustrative design-partner and POC narratives — not guaranteed customer results. They show how the Full-Stack AI Harness can behave in regulated settings when human-in-the-loop accountability is enforced.

CRO quotation, bioanalysis & CTD

Anonymized CRO narrative: BD/quote drafts, bioanalysis package review, and CTD-oriented assist — sponsor data on-prem, experts approve outbound work.

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GxP SOP & CTD impact (MAH)

Regional commercialization / MAH-style partner: CR→SOP drafting assist and Phase-1 variation impact assessment.

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Forensic lab report review

High-volume instrument PDF review on local GPUs — gated outputs, expert exceptions, no public LLM API for evidence.

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Sovereign enterprise ops

Intelligence layer on existing ERP for sovereignty-sensitive operations — see the bilingual Sovereign Ops page.

Sovereign Ops →