Mistake-prevention guardrails — AI that catches errors before they happen

The most expensive operational mistakes in small and mid-sized businesses aren't strategic — they're data entry: a duplicate number, a date in the wrong field, an off-range amount. Today we added the mistake-prevention layer that checks every form and warns you before you hit save.

The layer adapts to your overrides: when you dismiss a warning, the system treats that input as normal for you. Warnings stay sharp instead of becoming noise. This philosophy later became the foundation of every Kafu product.