Expert-Generated Data
High-fidelity Supervised Fine-Tuning (SFT) data written from scratch by verified domain experts. No synthetic noise, just pure expert signal.
What It Is
We create bespoke datasets for training LLMs in specialized domains. Instead of relying on synthetic data or low-wage labelers, we use PhDs, lawyers, and doctors to author complex prompts and ideal completion pairs.
Why It Matters
Model collapse is real. Training on synthetic data leads to degradation. Expert-generated data is the only reliable way to push the frontier of model capability in reasoning-heavy tasks.
Key Use Cases
Legal Drafting
Training assistants to draft complex IP contracts with perfect legalese.
Clinical Reasoning
Teaching models to generate differential diagnoses for rare pathologies.
Code Explanation
Detailed documentation and refactoring logic for legacy enterprise codebases.