Define the pattern
Describe actors, intent, and the sequence of events that makes a case suspicious.
Solutions / Emerging Fraud Detection
Explore fraud patterns before you have enough examples.
Use scenario-driven data to investigate new behaviours, rare events, and the legitimate activity that can look similar.
From a domain question to concrete examples.
Vary the conditions
Explore plausible changes in timing, context, and behaviour instead of relying on a single example.
Challenge the detector
Use reviewed examples in your evaluation workflow to examine misses and false positives.
Illustrative use case
Make the distinction testable.
A suspected impersonation scam and a legitimate customer request may use similar language. Build examples of both, then examine which contextual differences your system actually uses.
Start with your requirements
Bring the scenario you need to explore.
Scenario Studio is available now for synthetic text, audio, and video generation. We can customize it on request. Tell us what you need to generate and how you will evaluate it.
Explore Control Studio · Coming soon →