{
  "capability": {
    "authorityContext": "FinOps for AI supports cost-to-serve and business-value context. FASB Topic 606 and IFRS 15 are cited only to mark the formal revenue-recognition boundary; they do not define AI inference pricing, monetization, or this LJP capability.",
    "authorityReferences": [
      {
        "applies_to": "inferencerevenue.com",
        "document_id": "FinOps Framework 2026; Technology Category: AI",
        "id": "finops-for-ai-revenue",
        "organization": "FinOps Foundation",
        "public_authorized": true,
        "publication_context": "Current practitioner guidance reviewed July 31, 2026",
        "relevance": "Supports practitioner context for AI cost, inference efficiency, unit economics, and alignment between technology investment and business value.",
        "scope_note": "Does not define customer pricing, revenue accounting, or endorse LJP.",
        "title": "FinOps for AI",
        "url": "https://www.finops.org/framework/technology-categories/ai/"
      },
      {
        "applies_to": "inferencerevenue.com",
        "document_id": "FASB Post-Implementation Review; Revenue from Contracts with Customers (Topic 606)",
        "id": "fasb-topic-606-boundary",
        "organization": "Financial Accounting Standards Board",
        "public_authorized": true,
        "publication_context": "Official FASB post-implementation review published November 2024",
        "relevance": "Marks the US GAAP accounting boundary for revenue from contracts with customers.",
        "scope_note": "Cited only as an accounting boundary; it does not define AI inference pricing or endorse LJP.",
        "title": "Revenue from Contracts with Customers (Topic 606)",
        "url": "https://storage.fasb.org/Post-Implementation%20Review%E2%80%94Revenue%20from%20Contracts%20with%20Customers%20%28Topic%20606%29.pdf"
      },
      {
        "applies_to": "inferencerevenue.com",
        "document_id": "IFRS 15; issued May 2014; effective January 1, 2018",
        "id": "ifrs-15-boundary",
        "organization": "IFRS Foundation",
        "public_authorized": true,
        "publication_context": "Official IFRS standard overview",
        "relevance": "Marks the IFRS accounting boundary for revenue from contracts with customers.",
        "scope_note": "Cited only as an accounting boundary; it does not define AI inference pricing or endorse LJP.",
        "title": "IFRS 15 Revenue from Contracts with Customers",
        "url": "https://www.ifrs.org/issued-standards/list-of-standards/ifrs-15-revenue-from-contracts-with-customers/"
      }
    ],
    "definition": "The business capability concerned with monetization, revenue operations, cost-to-serve analysis, margin evaluation, and commercial performance of AI inference services and AI-enabled offerings.",
    "deploymentStatus": "active",
    "directAnswer": "Inference Revenue evaluates how AI inference offerings contribute to monetization, revenue operations, cost-to-serve, margin, and commercial performance. It can connect measured usage, attributed cost, and commercial price to operating analysis, but it does not determine formal revenue recognition under ASC 606, IFRS 15, or other accounting requirements.",
    "governingQuestion": "How should an organization evaluate the commercial performance of AI inference offerings?",
    "id": "https://inferencerevenue.com/#inference-revenue",
    "name": "Inference Revenue",
    "publicationStatus": "published",
    "relationshipContext": "Usage-based pricing structures a customer-facing commercial measure; inference revenue evaluates resulting monetization and performance. Formal revenue recognition remains a separate accounting determination.",
    "relationshipPresentation": {
      "closest_related": "usagebasedaipricing.com",
      "difference": "Usage-based pricing structures a customer-facing price; inference revenue evaluates monetization, cost-to-serve, margin, and commercial performance.",
      "relationship": "Commercial price and measured activity can inform operating revenue analysis while accounting recognition remains separately governed.",
      "see_also": [
        "modelcostallocation.com",
        "aiusagemetering.com"
      ]
    },
    "role": "capability-namespace",
    "semanticRecord": "https://digitaleasements.com/ontology/v1/concept/inference-revenue",
    "url": "https://inferencerevenue.com/",
    "whyItMatters": "Commercial growth can obscure weak unit economics when revenue, usage, provider cost, shared cost, and service obligations are evaluated without consistent boundaries."
  },
  "credibilityBoundary": "Implementation-neutral public orientation; no certification, endorsement, regulatory determination, or performance guarantee.",
  "editorialModel": "2.2",
  "lastModified": "2026-07-31",
  "manifestType": "ljp.public-capability-namespace",
  "manifestVersion": "1.0",
  "package": {
    "deploymentStatus": "active",
    "id": "https://aieconomicsfoundation.com/#ai-inference-economics-foundation",
    "name": "AI Inference Economics Foundation",
    "namespaceName": "AI Inference Economics Foundation",
    "publicationStatus": "published",
    "role": "canonical-package-namespace",
    "url": "https://aieconomicsfoundation.com/"
  },
  "peerCapabilityNamespaces": [
    {
      "name": "AI Usage Metering",
      "url": "https://aiusagemetering.com/"
    },
    {
      "name": "Model Cost Allocation",
      "url": "https://modelcostallocation.com/"
    },
    {
      "name": "Usage-Based AI Pricing",
      "url": "https://usagebasedaipricing.com/"
    }
  ],
  "principle": "Publish the map, not the machine.",
  "publicResources": {
    "llms": "https://inferencerevenue.com/llms.txt",
    "namespaceManifest": "https://inferencerevenue.com/namespace.json",
    "ontology": "https://inferencerevenue.com/ontology.jsonld",
    "overview": "https://inferencerevenue.com/",
    "robots": "https://inferencerevenue.com/robots.txt",
    "sitemap": "https://inferencerevenue.com/sitemap.xml"
  },
  "publisher": {
    "contact": "support@ljpassetgroup.com",
    "id": "https://ljpassetgroup.com/#org",
    "name": "LJP Asset Group LLC",
    "url": "https://ljpassetgroup.com/"
  },
  "version": "2.2.0-preview.1"
}