Bills AI software utilization strictly by volume, monitoring token usage and API computation cycles.
Developer or application shoots a query payload to the API endpoints.
Orchestrator parses request, fetching vector database records for context.
AI model synthesizes the answer or triggers automated action scripts.
Outputs are sent, tokens are metered, and credits are deducted.
Platform transaction split or markup percentage.
Estimated cloud infrastructure, API subscriptions, and initial launch budget.
Net margin after direct operational/infra overhead.
Exposes advanced cognitive LLM endpoints. Developer portals monitor usage automatically, billing clients precisely by processed data tokens or volume.
This operational loop coordinates database registers, event hooks, and direct checkout actions to scale value delivery.
Pay-as-you-go volume charging, tiered enterprise threshold contracts.
Core Technologies Required:
Target Niches & Audiences: