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Use review-first AI assistance without handing over high-impact salon decisions.
Recognize assistive use cases and their preview boundaries.
Keep irreversible and high-impact decisions with accountable people.
Check source facts, permissions, tone, and downstream impact before accepting.
Define handoff, review, and escalation boundaries for assisted client conversations.
Use a recommendation as reviewable context, not an automatic workforce decision.
Preserve intent, names, numbers, consent, and material meaning across languages.
Use the minimum safe context in AI inputs.
Preserve safe context and escalate harmful, inaccurate, or unexpected behavior.