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Knowledge PORTALS System (KPS)
Powered by Domain Knowledge Experts
The foundation of the Knowledge Portals System is the expert curation methodology established by Founder Aviva Lev-Ari in 2012: clinical interpretation by domain-knowledge experts and curation of scientific findings published in peer-reviewed literature. Aviva set the curation agenda and served as the primary architect of this process for 14 years.
KPS is the proprietary organizational intelligence layer that:
- Manages 300+ years of combined domain expertise across medicine, genomics, oncology, cardiovascular, pharmaceutical, and life sciences
- Orchestrates content creation, curation, and cross-pollination across the Journal, e-Books, Media Gallery, and Podcasts
- Serves as the human intelligence backbone ensuring scientific rigor, traceability, and high provenance
Strategic Role in 2026 and Beyond KPS acts as the critical bridge between human domain expertise and AI scalability. It provides the structured ontology and expert validation layer that transforms raw data into high-provenance, causally structured intelligence — essential for training Small Language Models (SLMs) and powering the 15-part COM Tool Factory.
Team & HR in the Cloud We developed a dedicated Knowledge Portal for each Expert, Author, Writer, Editor, and Business Development professional to manage CVs and record milestones. KPS effectively functions as an HR Department in the Cloud.
References
- Contributors Biographies: https://pharmaceuticalintelligence.com/contributors-biographies/
- Knowledge Portals System (KPS): https://pharmaceuticalintelligence.com/knowledge-portals-system-kps/
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