Capture the full case
Connect actors, intent, events, and supporting evidence in a realistic scenario that experts can review.
Scenario Studio
Start with a scenario. Generate the data to explore it.
Develop by example with realistic, end-to-end multimodal scenarios. Capture fraudulent cases and legitimate lookalikes, with customization for research and other domains.
Test the behaviour, not just the data.
Historical data can miss emerging fraud, rare events, and the context that distinguishes suspicious activity from legitimate behaviour. Scenario generation lets teams define those situations deliberately: who is involved, what happens, in what order, and why it matters.
Explore meaningful variations
Change the timing, relationships, or circumstances. Include legitimate lookalikes to examine false positives as well as missed detections.
Develop by example
Give developers, risk owners, and model reviewers concrete examples of the behaviour a system needs to understand.
Multiple modalities. A scenario as the starting point.
Text
Create narratives and conversations alongside tabular data such as accounts and transactions, and temporal data that captures event timing and sequences.
Documents
Generate documents that provide the context and supporting evidence for a scenario.
Audio
Generate scenario-based audio for testing and evaluating systems that work with speech and conversations.
Image
Generate images that represent the visual details of a scenario for testing and evaluation.
Video
Generate synthetic video to explore visual scenarios and evaluate how systems respond.
From idea to evaluation
Generate with a purpose. Review with context.
- Describe the situation and the behaviour you want to explore.
- Generate text, documents, audio, images, or video for that scenario.
- Review the outputs with domain experts before using them in training or evaluation.
- Validate generated scenarios using AI agents, with findings available for review.
Customization on request
Questions about products and availability? Read the FAQs →Your domain. Your evaluation question.
Start with the publicly available product. When your work needs a different scenario, output, or workflow, Polarisk can customize Scenario Studio on request. Share your requirements so we can agree the scope, feasibility, and acceptance criteria.