Rubric

Founded by Pragya Saboo

Post-training research and product lab

Cost

Demo

Rating

★ Mixed Reviews

Time to value

Requires Expertise

You can use Rubric to capture expert knowledge from professionals in healthcare, finance, and other regulated industries and turn it into structured training data for AI models. The system records what experts actually do through video, audio, and demonstrations, then processes this into datasets that AI companies can use for training, evaluation, and deployment. It handles multi-modal data including speech, gestures, and procedural knowledge across different languages and cultures, providing compliant data infrastructure for organizations building AI in high-stakes domains.

What Rubric does

Record expert demonstrations across multiple modalitiesStructure unwritten procedural knowledge into training datasetsManage networks of credentialed domain professionalsBuild reinforcement learning environments for specific domainsEvaluate AI models against expert judgment standardsProcess multi-language expert knowledge into structured dataCreate compliant training datasets for regulated industriesExtract training signals from expert behavior patternsRecords first-person video of expert actions and gesturesCaptures synchronized speech, sound, and visual streamsProcesses multilingual training data across different scriptsBuilds reinforcement learning environments for complex tasksManages networks of hundreds of licensed domain expertsProvides HIPAA compliance and SOC 2 Type 2 securityCreates cross-modal datasets from voice, image, and actionDesigns evaluation frameworks for contested ground truth

Frequently asked

Hugging Face

PyTorch

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