Related Product Gaps
AI Assurance Infra (Bias, Accuracy, etc.)
Urgent AI/ML
Infrastructure for providing guarantees around bias and accuracy, control over training data usage, comprehensive logging/evaluation, and offline operation capabilities for any integrated AI system.
Sortition Proof Layer
A cryptographically verifiable layer that wraps around existing sortition systems, to generate publicly auditable proofs that participant selection was both random and representative, without revealing participant identities. Works as middleware between participant databases and any selection algorithm.