Specific Labs turns real company operational data into structured datasets for training and evaluating AI agents. The company partners with businesses that own valuable records of how work actually gets done, capturing decisions, handoffs, exceptions, and judgment that generic intelligence lacks. Specific also runs a referral program that pays up to $10K for successful data purchase introductions.
Funding
Funding not disclosed
Founders
Product
Problem
Reliable AI agents require more than generic intelligence—they need the decisions, exceptions, handoffs, and judgment behind how real work actually gets done. This operational data is rarely captured in clean, structured form, making it difficult for frontier labs and enterprises to build dependable, domain-grounded agents.
Solution
Specific Labs partners with companies that own valuable records of real work to turn those workflows into structured datasets. The company captures the nuanced decision-making, exception handling, and handoffs that occur in actual business operations, then packages this data for training and evaluating AI models. Specific works directly with frontier labs and enterprises to identify, license, and structure operational data that improves agent reliability in specific domains. The company also operates a referral program that incentivizes introductions to companies with valuable data, paying up to $10K for completed purchases.
Target Audience
Primary customers are frontier AI labs and enterprises building domain-specific agents that need high-quality operational data for training and evaluation.
Features
- Structured capture of decisions, handoffs, exceptions, and judgment from real company workflows
- Data partnerships with companies that own valuable operational records, licensed for AI training and evaluation
- Private fit review process for companies interested in contributing data, requiring work email verification and software access details
- Referral program paying up to $10K for successful introductions that lead to completed data purchases
- Focus on domain-grounded agent development for frontier labs and enterprise AI teams