Developer Platforms
AI Platform Monetization and Usage System
A developer-platform monetization experience for usage tiers, credits, token consumption, model-level visibility, payments, invoices, and account upgrades.
Product ownership, billing UX, systems coordination 2024-2025 Launched
Value created
- Helped an AI platform support commercial usage without making developers decode billing complexity.
- Exposed usage, credits, payment methods, invoices, and upgrade paths in a clearer account experience.
- Coordinated between product, billing, usage, and platform systems to support launch readiness.
What I shaped
- Usage-based pricing journeys and account-state transitions.
- Model-level cost visibility and credit consumption patterns.
- Integration touchpoints across payment, metering, and marketplace pathways.