Proof, at frontier-model scale
Anonymized case studies from AI labs, Fortune 100 brands, and safety-critical deployments. Numbers first — then the story.
150+ specialists · 85%+ IAA · 60-day scale-up
RLHF pipeline for a frontier LLM lab
How we stood up a 150-person annotation team in eight weeks and lifted preference-ranking agreement past 85%.
Read case study18 languages · 400+ native evaluators · 96% on-time
Multilingual output evaluation for a global consumer AI
Native-speaker linguistic and cultural evaluation across 18 languages — beyond back-translation, beyond BLEU.
Read case study2,300+ adversarial prompts · 40+ languages · 118 critical findings
Frontier-model red team for a policy-critical AI deployment
Structured adversarial testing across jailbreaks, prompt injection, and policy stress — with severity-ranked findings the safety team could act on.
Read case study900+ eval cases · 70+ specialists · 1 week
900+ personalization evaluation tasks in one week
How Digitive mobilised 70+ credentialed specialists in under 48 hours to rescue a frontier-model deadline — with 100% completion and 100% on-time submission.
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