Use Cases

Validate secure implementation

before code reaches production

Confirm that code changes align with approved architecture, required security controls, and prior mitigation decisions before they are deployed.

Key Benefits

Increase implementation of required security controls by 4×

Reduce drift from approved security patterns and requirements by 95%

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Bring the same security rigor directly into AI dev tools

Design to implementation alignment

Map approved design recommendations and required security controls to the relevant implementation

Validation Reasoning

Provide clear reasoning and traceability for how each required control was validated, including where gaps or drift were detected

Continuous control monitoring

Continuously monitor implemented security controls over time to detect changes, drift, or degradation

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