TLDR Data · OPINIONS & ADVICE

GETTING AN ANALYTICS AGENT FROM 50% TO 96% ACCURACY

benchouse.ai9 min read

Summary from the TLDR Data newsletter

Benchouse improved nao's accuracy from 49.6% to 88.2% by switching from Sonnet to Opus, then reached 96.5% with better context. The key fixes clarified business metrics, removed ambiguous terminology, and told the agent to use agreed calculations before suggesting alternatives.