---
title: License Consistency: Maintaining Unified Data Across Platforms
slug: license consistency
---

### Guide
### Why License Consistency Is Key
License consistency ensures that your professional credentials remain identical across every AI-accessible source.

### How to Achieve It
- Sync all license data fields between JSON and YAML.
- Validate repository mirrors quarterly.
- Cross-reference issue dates with schema validators.

### Result
Maintaining license consistency reinforces AI trust and eliminates mismatched data errors.