Pharmaceutical Industry Articles & Reports

An examination of the five key technical innovations behind ChatGPT, from the Transformer architecture and pretraining to RLHF, hardware, and tokenization.

An analysis of leading software for molecular modeling and simulation. Learn about features, theoretical methods (MD, QM), performance, and use cases.

Learn about Apache Airflow's core architecture, including DAGs, schedulers, and executors, and its application for building data workflows in life sciences.

An in-depth technical comparison of five cheminformatics platforms, evaluating features like SAR/QSAR, ADMET prediction, and chemical library management.

Examines the 2025 AI regulatory frameworks for biopharma in the U.S., EU, U.K., and Canada. Details compliance obligations for GenAI, GxP, and SaMD.

Learn the architectural differences between event sourcing and queue-based systems. This article covers immutable event logs, data traceability, and replayability.

Learn about Mixture of Experts (MoE) models, a neural network architecture using specialized experts and a gating mechanism to efficiently scale computation.

An educational overview of hospice EMR systems, including essential features for documentation, scheduling, billing, and ensuring HIPAA compliance.

An overview of GAMP 5 guidelines for validating computerized systems. Explains the risk-based approach, system lifecycle, and updates for AI and cloud tech.

Learn about the specialized software tools used across the drug development lifecycle, from discovery and preclinical research to manufacturing and commercialization.

An analysis of Regulatory Information Management (RIM) systems, covering their role in life science compliance, eCTD submissions, and enterprise integration.

This article provides a technical overview of pharmacovigilance software, detailing core functions, regulatory compliance, and a comparison of leading platforms.

Learn what Policy as Code (PaC) is and why it is used in healthcare to automate enforcement of security, privacy, and compliance regulations.

Examines how to apply Git version control workflows to satisfy FDA compliance, covering traceability, audit trails, and standards like 21 CFR Part 11 & IEC 62304.

Learn about FHIR (Fast Healthcare Interoperability Resources), the modern HL7 standard for exchanging health data using web APIs and self-contained resources.

An overview of AI agents in pharmacovigilance (PV), detailing their application in processing safety data and managing the increasing volume of ICSRs.

An overview of the Centers for Medicare & Medicaid Services (CMS) definition for TPMOs and their role within the "chain of enrollment" for Medicare plans.

An overview of the IEC 62304 standard for medical device software. This guide explains its purpose, scope, and required life cycle processes for safety.

An analysis of top ERP systems for the pharmaceutical sector, evaluated on regulatory compliance (21 CFR Part 11), batch traceability, and serialization.

Examine the role of AI in Health Information Exchange (HIE), focusing on data standardization, security, predictive analytics, and ethical considerations.

This article explains the core functions of LIMS for sample management, data integrity, and regulatory compliance, and provides a comparative analysis of top systems.

Learn methods for integrating ChatGPT with private enterprise data using Microsoft Azure. Covers security controls, compliance, and the Azure OpenAI Service.

Learn about the FDA Adverse Event Reporting System (FAERS), a database for post-marketing drug safety surveillance and detecting new adverse event signals.

Learn the official definition of Software as a Medical Device (SaMD) from the IMDRF. Understand its scope as standalone software and its regulatory status.