Your agent isn't dumb, your data is lying: audit with 20-30 real questions before scaling

SUPERSAIIYANNN · reddit · 2026-10-20

Most teams hit the same wall with agents: the demo works, then answers go confidently wrong on real company data. The author lists common culprits—duplicate customer records across CRM/billing/support, inconsistent definitions of "revenue", overly broad access, and untraceable answers. Instead of maturity scores, he proposes a direct audit: take 20-30 questions your team actually asks, run them against a read-only data sample, grade each answer, fix what broke, then give agents logged, scoped MCP access to cleaned data.

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