Operate at frontier standard.

Some of the strongest assets in the human data market sit inside companies that didn't start there: expert workforces, proprietary datasets, deep vertical knowledge. We work alongside these teams as a delivery and design partner.

• Program design Eval methodology, task and rubric design, QC architecture, and delivery workflows for post-training engagements.
• Co-delivery Joint execution of high-stakes projects where our evaluation infrastructure and expert network complement your workforce and domain assets.
• Vertical benchmarks Turning proprietary domain expertise into evaluation and data products fit for frontier model development.

Partnerships are structured case by case and always under confidentiality.