Intern
What is the focus of validation?.
sobes.tech AI
Answer from AI
Validation is aimed at checking the correctness, completeness, and compliance of data or systems with established requirements, standards, and expectations. Its key objectives:
- Quality assurance: Ensures that data is accurate, reliable, and suitable for use.
- Error prevention: Detects and eliminates potential issues early before they lead to critical failures.
- System protection: Prevents the entry of malicious or incorrect data that could damage the database or cause application instability.
- Standards compliance: Checks data conformity to specific formats, business rules, regulatory requirements (e.g., GDPR, HIPAA), or API specifications.
- User experience improvement: Provides feedback to users when incorrect input is detected, helping to correct errors.
Examples of validation:
- Email address format check.
- Mandatory fields control.
- Range check for numerical values.
- Validation of JSON or XML response structure from an API.
- Data reconciliation with master data or directories.