The published 2026 small-beauty-salon AI case-study corpus is materially thinner than dental, legal, or bookkeeping (booking platforms publish customer counts but rarely individual-salon AI-attributable outcomes; solo stylists who use AI share informally on Instagram and TikTok rather than in case-study form). Reading the platform corpus honestly, the 2026 working pattern at 1-to-5 chair scale concentrates on no-show reduction via deposits, marketing copy via consumer-tier AI assistants, and portfolio/look generation via Canva and similar tools. AI-driven hairstyling recommendation, voice-AI booking, and dynamic pricing are not yet at the published-case-density that supports a small-salon recommendation.

Path B operator case-study piece, stance-heavy because the named-case corpus is thin. Defensible 3-chair salon stack: one booking-and-payments platform with deposit enforcement (Booksy or Square Appointments) + consumer-tier Claude Pro or ChatGPT Plus for marketing copy + Canva (free or Pro) for visual content. Honest acknowledgement that practitioner-published material on Instagram/TikTok is the larger informal corpus that this piece does not citation-mine.