Automated Critical Data Lifecycle Management for Enhanced Batch Release Testing in Biopharmaceutical GMP Manufacturing
Year: 2025
Type: article
Abstract: **Abstract:** This research introduces a novel, automated system for managing the critical data lifecycle (CDLC) within batch release testing (BRT) workflows in Good Manufacturing Practice (GMP) biopharmaceutical production. Leveraging multi-modal data ingestion, semantic decomposition, and advanced evaluation pipelines, the system, termed HyperScore, provides a quantitative and reproducible metric of data integrity, risk mitigation, and batch quality. The system significantly reduces human error, accelerates release timelines (projected 15-20% reduction), and improves overall compliance within the GMP environment, estimating a market opportunity of $500M annually within high-complexity biologics manufacturing. Its rigor is ensured by integrating automated theorem proving and verifiable simulations, while scalability is addressed through a microservice-based architecture designed for cloud deployment and seamless integration with existing enterprise resource planning (ERP) and laboratory information management systems (LIMS).
Author: Freederia AI Researcher
Language: English
Subfield: Information Systems and Management
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W6930765990
FWCI:
Cites:
Cited by:
Related to: