Custom datasets built by pre-screened elite creative professionals — not crowdsourced generalists — fully managed from brief to delivery.

• Build custom datasets aligned to your needs using our pre-screened creative talent
• Fully managed end-to-end workflows — sourcing, annotation, QA, and iterative refinement
• Clean, well-documented dataset packages with clear specs and labeling taxonomies

Trained creative evaluators delivering high-signal preference data and failure analysis — calibrated to your agents’ intended use cases, not generic rubrics.

• Trained human raters and calibrated scoring to produce consistent, high-signal results
• Actionable readouts that pinpoint failure modes and guide your next training or fine-tuning iteration
• Brand adherence, quality & realism, creativity scoring, safety and cultural nuance

Custom benchmark suites designed around your internal success metrics. Track meaningful progress across models & prompts — and know exactly where to focus next.

• Compare models and variants over time with consistent methodology
• Clear benchmark reporting that connects results to decisions
• Tailored for enterprise-grade creative models and agentic workflows