We produce six categories of evaluation data:
- RLHF preference data — Pairwise rankings and preference judgments scored on rubrics with written rationales.
- Expert SFT datasets — Instruction-response pairs crafted and validated by domain experts.
- Multilingual evaluation — Native-language scoring across 23 European languages.
- Red-teaming and stress testing — Adversarial prompts and edge-case evaluation in business domains.
- Reasoning benchmarks — Private evaluation sets for complex business, legal, and financial reasoning.
- Long-form content evaluation — Quality scoring for reports, memos, proposals, and executive summaries.
If your task doesn't fit neatly into one of these, get in touch. We can scope custom evaluation workflows.