TL;DREnterprise AI completion rates are a trap — they measure whether a conversation ended, not whether the job was doneSame model, with vs. without VERN OS: 52.6% verified completion vs. 9.2% — zero character breaks or drift across 8,374 sessionsMost emotion AI is built on psychological frameworks psychology itself can't...
Three Studies Show VERN Outperforms Industry Benchmarks
Research Portfolio · 2025–2026 VERN Outperforms Industry Benchmarks Across three studies and 20,000+ production conversations, governed AI didn't just finish more tasks than ungoverned AI — it finished them correctly: Verified completion of 53% vs 9% and clean exits of 72% vs 23%, against a control running the same model,...
VERN OS vs Industry Benchmarks
VERN OS vs. Industry Benchmarks Performance comparison VERN OS vs. industry benchmarks Enterprise conversational AI · N=4,773 production conversations VERN OS Industry leaders Industry average Un-orchestrated baseline Task completion / containment rate VERN OS 74–88% Industry leaders 70–90% Industry average (RAG chatbots) 40–65% Un-orchestrated baseline 23–28% Graceful exit rate VERN...