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Product Roadmap

Clear phases, measurable progress.

1

Foundation MVP

Q4 2025

Build the core platform with a universal skill framework, voice-first progress tracking via local AI, QR code quick-actions, and smart scheduling.

2

AI Enhancement

Q1 2026

Transform the tool into an intelligent coaching assistant with a student reflection wizard, real-time pattern recognition, and predictive analytics for progress.

3

Advanced Features & Scale

Q2-Q3 2026

Introduce enterprise-grade features like advanced analytics, multi-location management, and white-label solutions for large organizations.

4

Optional: Video & Research

2027+

If market demand is strong, we will explore optional advanced features like AI-powered video analysis and a dedicated coaching science research platform.