Human Evaluation & RLHF Data for LLMs That Actually Ship
LLM Evaluation & RLHF Services
Expert human evaluation pipelines designed for production-grade language models
LLM Response Ranking (RLHF Core)
Human preference comparisons across helpfulness, correctness, tone, and instruction-following—ready for RLHF and fine-tuning pipelines.
Hallucination & Factuality Review
Identify unsupported claims, factual errors, and misleading outputs with severity scoring and human justification.
Instruction Following & Safety Evaluation
Review refusals, policy adherence, and edge-case behavior to improve alignment and deployment safety.
Gold-Standard QA & Validation
Double-blind labeling, adjudication workflows, and inter-annotator agreement tracking for reliable evaluation data.
How The Pilot Works
Get started with a risk-free evaluation pilot in three simple steps
01
Submit 100–1,000 prompts or model outputs
Client provides prompts, responses, or A/B outputs.
02
Human Evaluation + QA Review
Expert annotators evaluate using gold-standard guidelines and double review.
03
Receive Structured Results
Delivered as clean JSON + summary insights ready for evals or fine-tuning.
No commitment. NDA available. Client-owned data only.