Integration and Realistic testing

After baselining performance metrics, the next step is to determine how well Lakera Guard works in a realistic setting. This is particularly important as a low false positive rate is vital for a successful user experience.

During this phase we recommend integrating Lakera Guard into a real GenAI application of yours. Then ideally run real production traffic through Lakera Guard in parallel or post-hoc. If the use of real production traffic is not possible then dummy or internal usage data can be used instead.

This phase is also informative as you can validate just how easy Lakera Guard is to integrate.

For guidance on integrating Lakera Guard see our documentation here.