It explains core AI concepts, including machine learning, deep learning, natural language processing, rule based systems, and adaptive models, and considers how each approach may affect data integrity, traceability, explainability, and human oversight in GxP environments.
The eBook also explores the ISPE AI Maturity Model and the evolving regulatory landscape, including GAMP 5, the ISPE GAMP Guide: Artificial Intelligence, the EU AI Act, draft EU GMP Annex 22, and FDA expectations. It highlights the distinction between general purpose AI tools and governed AI operating within controlled, auditable, and validation ready systems, providing a practical foundation for organizations evaluating responsible AI adoption.
About Kneat
Kneat Solutions Inc. (TSX: KSI) provides leading companies in highly regulated industries with unparalleled efficiency in validation and compliance through its AI-assisted digital validation platform, Kneat Gx. We lead the industry in customer satisfaction with an unblemished record for retention and implementation, powered by our user-friendly design, expert support, and on-demand training academy.