Do not automate a broken process
Map ownership, trigger, input, handoff, and measurement before adding AI.
Phase 177 ยท Authority, benchmarks, and playbooks layer
AI Business Automation Standards
Public SystemsByAI standards for mature, safe, measurable AI business automation.
Do not put AI in front of customers without escalation
Every customer-facing workflow needs a human handoff and fallback.
Do not ask for sensitive data in public forms
Credentials, regulated records, and private tokens do not belong in public intake.
Every automation needs an owner
Every automation needs an owner, trigger, fallback, and measurement.
Do not build dashboards nobody uses
Dashboard value is measured by owner decisions, not charts.