Real AI backend with usage controls, retries, and saved outputs
Launch readiness
Turn a broad product into something that can actually launch well.
This is the operational checklist for moving from an ambitious prototype to a professional application with reliability, trust, and real business systems.
Reliable Bible/content data provider integration
Billing, subscriptions, and entitlement enforcement
E2E tests, analytics, and error monitoring
Role-based access and moderation flows
Performance, accessibility, and mobile QA
Billing
Checkout, trials, invoices, and feature entitlements.
Testing
Protect notes, auth, mentor, payment, and persistence flows.
Analytics
Measure activation, retention, study completion, and premium conversion.
Trust
Access control, moderation, observability, and accessibility readiness.