# AI Inference Economics Foundation

> Canonical public namespace for the AI Inference Economics Foundation package. An organized, implementation-neutral starting point for measuring AI usage, allocating AI-related cost, designing usage-based pricing, evaluating inference monetization and margins, and governing the economic performance of AI-enabled services. This is a conceptual reference ("the map"), not an API, agent, software product, billing system, accounting authority, or standard.

Version: 1.1 — Last updated: 2026-06-16 — Status: proposed

## Public pages

- Overview: https://aieconomicsfoundation.com/
- Buyer walkthrough: https://aieconomicsfoundation.com/storyboard.html

## Capability namespaces (structurally equal peers)

- AI Usage Metering (Planned Namespace) — https://aiusagemetering.com/ : measurement and normalization of AI usage evidence.
- Model Cost Allocation (Planned Namespace) — https://modelcostallocation.com/ : attribution and allocation of AI-related operating cost.
- Usage-Based AI Pricing (Planned Namespace) — https://usagebasedaipricing.com/ : translation of measurable AI usage into pricing structures.
- Inference Revenue (Live Capability · lead commercial entry point) — https://inferencerevenue.com/ : monetization, revenue operations, cost-to-serve analysis, and margin evaluation.

Planned namespace links become fully active when each corresponding LJP-controlled capability reference is published.

## Boundary (out of scope)

- Formal Revenue Recognition: The statutory accounting treatment of revenue; adjacent to inference revenue operations but outside package scope. LJP provides no revenue-recognition guidance and is not an accounting authority.

## Machine-readable

- Ontology: https://aieconomicsfoundation.com/ontology.jsonld
- Namespace manifest: https://aieconomicsfoundation.com/namespace.json
- Sitemap: https://aieconomicsfoundation.com/sitemap.xml

## Publisher

- Publisher: LJP Asset Group LLC — https://ljpassetgroup.com/
- Evaluation: support@ljpassetgroup.com