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VERIFYBusiness workflows

Jev Production Deployment

Jev has been deployed in production for Proofpress via Vercel AI Gateway, enabling default evidence review due to its speed and low cost.

Pattern Jev AI decision models

LLM judges are overkill when the job is a bounded decision. We just put Jev @typesafeai into production in Proofpress via Vercel AI Gateway @vercel. First canary: 914ms end-to-end, 3,016 input tokens, ~$0.00012 at Jev’s listed rate!!! Fast enough and cheap enough to make evidence review a default.