Three tracks
Execution roadmap
Tracks progress in parallel and evolve with usage, retention, and conversion signals.
AIF free growth and retention
Increase daily usage and make AIF the default starting point for platform onboarding.
- Stronger onboarding and first-session activation flows
- Higher-frequency market context and cleaner signal packaging
- Retention loops via Telegram + dashboard continuity
Premium analytics modules
Introduce paid capabilities that extend depth without breaking the free gateway model.
- Advanced diagnostics and multi-factor context modules
- Deeper AI leaders intelligence and scenario framing
- Tier-ready capability boundaries (free vs premium)
Monetized workspace and automation layers
Turn AlphaQuants into a paid operating layer for users with recurring high-value workflows.
- Workspace automation and repeatable execution templates
- Export/integration rails for external systems
- Monetization surfaces for sustainable platform growth