Pre-generated human and synthetic datasets available for purchase today, with optional custom labeling.
Request the Dataset TodayOur unique methodology sets us apart in the data collection and AI training landscape
We've built a human red team network that crowdsources attack data from 200+ reskilled students and professionals.
By training diverse talent - many without prior security backgrounds - we've enabled them to become effective AI red teamers and surfaced high-potential contributors.
• 200+ active contributors
• Diverse backgrounds and skill levels
• Continuous contributor pipeline
We designed differentiated incentives for contributors - including learning, cash, and royalties - to align with their individual motivations.
This motivation-based approach, combined with a large contributor pool, produced a unique attack data distribution: 83% of threads are multi-turn, and half extend to 5 turns or more.
• 83% multi-turn conversations
• 50% extend to 5+ turns
• Aligned incentive structures
Starting from 3,000+ human seed examples, our LM-based augmentation method enables us to tailor datasets to an organization's unique focus and policies.
For instance, we can successfully transform threats from the "violent" harm category into "biosecurity" scenarios with a 70% success rate.
• 3,000+ human seed examples
• 70% transformation success rate
• Customizable to your policies
Explore our interactive benchmark enhancement tool that demonstrates how we improve data quality and customize datasets for specific use cases. Try it yourself below:
Get in touch with our team to learn how we can provide the quality data your AI initiatives need to succeed.
Request the Dataset Today