RiskOS™ provides built-in tools to help you **test, debug, and validate workflows** before they go live.

These tools enable fraud and compliance teams to catch issues early, reduce errors in production, and continuously improve workflows.

## Why testing matters

- **Validate changes safely**: Confirm that new rules, enrichments, or decisions behave as intended before publishing.
- **Identify errors early**: Catch misconfigured variables, null values, or type mismatches in a safe environment.
- **Improve confidence**: Backtesting with historical evaluations or synthetic payloads demonstrates how workflows behave under real scenarios.
- **Support iteration**: Debug workflows quickly, refine conditions, and re-test without impacting live traffic.

Updated 3 months ago