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| Category | Set Numbers | Core Use‑Case | |----------|-------------|---------------| | | 01‑08 | Scalp imaging, hair‑density mapping, oil‑secretion analysis | | Product Recommendation | 09‑15 | AI‑driven formulation suggestions, ingredient safety checks | | Styling Automation | 16‑22 | Heat‑tool timer, curl‑definition algorithm, virtual try‑on | | Business Intelligence | 23‑27 | Revenue forecasting, inventory optimization, client‑retention scoring | | Education & Training | 28‑33 | Interactive tutorials, certification quizzes, AR‑guided demonstrations | | Integrations | 34‑40 | API connectors for POS systems, CRM platforms, and third‑party labs | | Research & Development | 41‑45 | Data‑set generators for new product trials, statistical analysis tools | | Community Extensions | 46‑51 | User‑submitted plugins, language localizations, custom UI skins |

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