Livoa LogoLivoa
Data & SOP Mapping
Heavy Sequence Model
Light Real-Time Model + Rules
Explainability & Replay (SHAP / Attention)
Instructor Tools & Scenario Generalization
Project Timeline: Phases & Weeks
Weeks 1–3: Phase 1: Data & SOP Mapping
Weeks 4–6: Phase 2: Heavy Sequence Model
Weeks 7–9: Phase 3: Light Real-Time Model + Rules

Weeks 12–14:

Phase 5: Instructor, AI Trainee & Generalization

Weeks 1–3: Phase 1: Data & SOP Mapping
Weeks 4–6: Phase 2: Heavy Sequence Model
Weeks 7–9: Phase 3: Light Real-Time Model + Rules
Weeks 10–11: Phase 4: Explainability & Replay (SHAP / Attention)
Weeks 12–14: Phase 5: Instructor Tool, AI Trainee & Generalization

Weeks 1–3: Phase 1: Data & SOP Mapping

Weeks 4–6: Phase 2: Heavy Sequence Model

Weeks 7–9: Phase 3: Light Real-Time Model + Rules
Weeks 10–11: Phase 4: Explainability & Replay (SHAP / Attention)
Weeks 12–14: Phase 5: Instructor Tool, AI Trainee & Generalization
Weeks 10–11: Phase 4: Explainability & Replay (SHAP / Attention)

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