# Inference Revenue

> Lead commercial capability namespace of the AI Inference Economics Foundation. The monetization, revenue operations, cost-to-serve analysis, and margin evaluation of commercial AI inference. A conceptual reference ("the map"), not an API, agent, software product, billing system, pricing calculator, accounting authority, or standard.

Version: 1.1 — Last updated: 2026-07-15 — Status: live

## This namespace

- Inference Revenue: https://inferencerevenue.com/
- Concept: https://inferencerevenue.com/#inference-revenue
- Question owned: How is commercial AI inference monetized?
- Covers: monetization, revenue operations, cost-to-serve analysis, and margin evaluation.

## Canonical package

- AI Inference Economics Foundation (canonical package namespace) — https://aieconomicsfoundation.com/
- Buyer walkthrough — https://aieconomicsfoundation.com/storyboard.html
- Capability architecture — https://aieconomicsfoundation.com/#architecture

## Peer capability namespaces (structurally equal peers)

- AI Usage Metering (Capability Namespace — reference page may be published or updated independently) — https://aiusagemetering.com/ : measurement and normalization of AI usage evidence.
- Model Cost Allocation (Capability Namespace — reference page may be published or updated independently) — https://modelcostallocation.com/ : attribution and allocation of AI-related operating cost.
- Usage-Based AI Pricing (Capability Namespace — reference page may be published or updated independently) — https://usagebasedaipricing.com/ : translation of measurable AI usage into pricing structures.

These capability namespace links identify LJP-controlled namespace positions within the AI Inference Economics Foundation; their reference pages may be published or updated independently as the capability set is completed. Inference Revenue is the current live capability and lead commercial entry point, and remains a structurally equal peer, not the package anchor. This does not assert that the three peer reference pages are already live, nor that any capability namespace is an API, agent, service, platform, or standard.

## Boundary (out of scope)

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

## Machine-readable

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

## Publisher

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