What PerfectBit does
PerfectBit produces specialized training data for frontier AI labs, focusing on what it calls verifier-grounded data rather than noisy web-scraped text. It uses formal proof systems, simulators, executable tests, and oracle databases as data sources to improve model performance.
Key capabilities
- Verifier-based data generation grounded in formal verification systems
- Supplementation of natural language with physics laws, biological facts, and self-consistent logic
- Multi-modal expertise across LLMs, image, video, and speech model training
- A pilot-based engagement model for selective partnerships
The company's stated convictions include that data quality gates model performance, that human annotation does not scale for advanced AI, and that formal verification produces more trustworthy data than human annotators.
Who it's for
PerfectBit serves frontier AI labs and organizations training world-class foundation models that need dense, verifiable training data. As an AI data provider, it targets teams pushing model capabilities who want alternatives to human annotation and web text.