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| Planned Feature | Expected Release | |-----------------|-------------------| | | Q3 2026 | | Set 53 – Voice‑Activated Styling Assistant | Q4 2026 | | Set 54 – Cross‑Platform Mobile SDK | Early 2027 | | Expanded Dataset – 10 000+ annotated scalp images from diverse ethnicities | Ongoing |