Validation Framework

A Validation Framework is a structured process used to ensure that data, models, or systems meet specific standards and function correctly. It involves defining criteria, testing against these standards, and verifying outcomes to confirm accuracy, reliability, and quality. Think of it as a quality check that helps identify errors or issues before wider use, ensuring the final product is trustworthy and performs as intended. This framework is essential across various fields, including software development, data management, and research, providing confidence in the results and decision-making based on those systems or data.