Trends in Analysis: In industrial manufacturing, maintaining consistency and quality is paramount to ensure that each batch of a product meets specified standards. Trends are established by collecting and analyzing data over time to detect patterns, variations, and potential problems.

• Quality Control Trends: Monitoring critical quality attributes (CQAs) and critical process parameters (CPPs) during production is essential. For example, in tablet manufacturing, monitoring the dissolution rate of the active ingredient helps ensure consistent product performance.
• Stability Trends: Stability studies involve monitoring attributes such as potency, degradation products, and physical characteristics over time. Deviations from expected stability trends could indicate issues with product packaging, storage conditions, or formulation.
• Causes of OOT Results: OOT results can stem from various factors, including equipment malfunction, process changes, and environmental factors such as temperature and humidity variations. This module streamlines the process of detecting, investigating, and resolving OOT incidents, ensuring continued adherence to quality standards and regulatory compliance. Here's a detailed overview of the steps and processes involved: