Phase 1 (0-3 months)
Canonical verse corpus, multilingual baseline, audio recitation, user onboarding, and chapter reader.
GitaVerse
Step 5
Execution Roadmap
Phase 2 (3-6 months)
Adaptive paths, quiz engine, journaling, daily track, and commentary comparison workspace.
Phase 3 (6-10 months)
AI explainers, context coach, Sanskrit tutor, trust dashboard, and citation verification pipeline.
Phase 4 (10-14 months)
Community circles, mentor network, contribution workflows, and partnerships for scale.
Step 6
Governance and Risk Controls
Authenticity Drift
Maintain approved source registry and expert review workflow.
AI Hallucination
Use RAG constraints and mandatory source citation for key claims.
Sectarian Bias
Present multiple sampradaya views with neutral comparative framing.
Privacy
Private-by-default journals, encryption, and clear deletion controls.
Accessibility
Low-bandwidth mode, language parity, and assistive-technology support.