Agent-Ready Market Infrastructure
Verified Representation, Computational Eligibility, and Global Market Access in AI-Mediated Economies
Evidence Status
Proposed hypothesis — not yet tested
This publication presents a conceptual hypothesis awaiting empirical validation.
Abstract
Agent-Ready Market Infrastructure introduces the infrastructure layer for AI-mediated economies, specifying how economic entities, assets, and services can become discoverable, interpretable, comparable, verifiable, permissioned, and transaction-capable for AI agents. This document defines the Agent-Readiness Index (ARI) as a multiplicative measurement framework, the Global Agent-Readiness Index (GARI) for cross-border market access, universal Verified Property Records as persistent portable representation, jurisdictional legibility for legal interoperability, semantic portability for cross-system understanding, and computational eligibility as the prerequisite condition for allocative participation.
Executive Summary
Background
AI-mediated economies require infrastructure standards that enable economic objects to participate in machine-constructed consideration sets across jurisdictions and platforms.
Objectives
- Define agent-ready market infrastructure as the infrastructure standard for AI-mediated economies
- Specify the Agent-Readiness Index (ARI) with six agent-readiness dimensions
- Extend ARI to GARI with jurisdictional legibility and semantic portability
- Define universal Verified Property Records as persistent portable representation
- Specify computational eligibility as the prerequisite for allocative participation
- Establish cross-jurisdictional market access frameworks
Approach
Infrastructure specification and index construction for AI-mediated market participation. Defines ARMI as the infrastructure standard, ARI as the six-dimensional multiplicative index, GARI as the cross-border extension, Universal VPR as the portable representation format, and computational eligibility as the allocative prerequisite.
Main Findings
- Agent-readiness requires six dimensions: discoverability, interpretability, comparability, verifiability, permissionability, transaction-capability
- ARI uses multiplicative scoring because all six dimensions are necessary—zero in any dimension eliminates agent-readiness
- GARI extends ARI with jurisdictional legibility and semantic portability for cross-border markets
- Universal VPR provides persistent portable representation across portals, agencies, banks, notaries, marketplaces, and AI systems
- Computational eligibility is the structural condition for allocative consideration in AI-mediated markets
- Cross-jurisdictional legibility enables legal, regulatory, tax, compliance, ownership, and transaction conditions to be represented for AI agents
- Semantic portability ensures representation meaning is preserved across systems and jurisdictions
Conclusions
- Agent-ready market infrastructure is the foundation for AI-mediated economic participation
- ARI and GARI provide standardized measurement frameworks for agent-readiness assessment
- Universal VPR avoids fragmentation across portals, agencies, banks, notaries, marketplaces, and AI systems
- Computational eligibility becomes the prerequisite layer for economic participation
- Cross-jurisdictional legibility and semantic portability enable global market access
Methodology
Research Type
infrastructure specification
Data Sources
Confidence Level
high
Description
Infrastructure specification and index construction. Defines ARMI requirements, ARI multiplicative scoring, GARI cross-border extension, Universal VPR representation standards, and computational eligibility criteria.
Limitations
- Infrastructure specification requires implementation validation
- ARI and GARI scoring frameworks require empirical validation
- Universal VPR adoption depends on interoperability standards
- Cross-jurisdictional legibility requires legal framework alignment
Key Findings
Agent-readiness requires six necessary dimensions.
By specification: AI systems require discoverability, interpretability, comparability, verifiability, permissionability, and transaction-capability. Absence of any dimension eliminates agent-readiness.
Implications
- ARI uses multiplicative scoring: ARI(e) = D(e) × I(e) × C(e) × V(e) × P(e) × T(e)
- Zero in any dimension results in zero agent-readiness
- All six dimensions must be addressed for agent-readiness
GARI extends ARI for cross-border markets.
By specification: GARI(e, j) = ARI(e) × J(e, j) × S(e), where J is jurisdictional legibility and S is semantic portability.
Implications
- Cross-border markets require jurisdiction-specific legibility
- Semantic portability ensures meaning preservation across systems
- GARI enables global market access assessment
Universal VPR avoids fragmentation across systems.
By specification: Universal VPR provides persistent portable representation that works across portals, agencies, banks, notaries, marketplaces, and AI systems.
Implications
- VPR as protocol eliminates system-specific representation requirements
- Portability reduces lock-in and enables interoperability
- Persistent representation maintains verifiability across systems
Discussion
From Visibility to Computational Eligibility
The structural transition from visibility-based markets to AI-mediated allocation shifts the prerequisite from being findable to being computationally admissible. Agent-ready market infrastructure defines the requirements for computational eligibility.
Counterpoints
- · Visibility remains relevant for human-directed discovery
- · SEO and listing optimization continue to matter within consideration sets
Open Questions
- · How will visibility and computational eligibility interact in hybrid systems?
- · What governance structures ensure agent-readiness serves participation?
- · How can interoperability reduce lock-in while maintaining quality?
Implications
For Property Owners
- · Agent-readiness becomes prerequisite for AI-mediated market access
- · ARI and GARI provide diagnostic frameworks for assessing computational eligibility
- · Universal VPR enables participation across multiple systems and jurisdictions
For AI Systems
- · Agent-ready infrastructure provides standardized representation for consideration set construction
- · ARI and GARI enable efficient discovery and comparison of agent-ready objects
- · Jurisdictional legibility and semantic portability support cross-border allocation
For Policy
- · Computational eligibility becomes a matter of economic participation rights
- · Agent-ready infrastructure standards enable interoperability and reduce lock-in
- · Cross-jurisdictional legibility supports global market access
For Research
- · ARI and GARI provide testable measurement frameworks
- · Universal VPR adoption enables empirical validation of agent-readiness effects
- · Infrastructure classification depends on quantitative measurement
AI Summary
One Sentence
Agent-Ready Market Infrastructure defines the infrastructure standard for AI-mediated economies, introducing ARI, GARI, Universal VPR, jurisdictional legibility, and semantic portability for global market access.
One Paragraph
This document specifies agent-ready market infrastructure (ARMI) as the infrastructure standard for AI-mediated economies. It introduces the Agent-Readiness Index (ARI) as a multiplicative framework measuring six dimensions: discoverability, interpretability, comparability, verifiability, permissionability, and transaction-capability. It extends ARI to GARI with jurisdictional legibility and semantic portability for cross-border markets. It defines Universal VPR as persistent portable representation across portals, agencies, banks, notaries, marketplaces, and AI systems. It establishes computational eligibility as the prerequisite condition for allocative participation.
Key Takeaways
- · Agent-readiness requires six necessary dimensions measured by ARI
- · ARI uses multiplicative scoring: all dimensions must be non-zero
- · GARI extends ARI for cross-border markets with jurisdictional legibility
- · Universal VPR provides portable representation across all systems
- · Computational eligibility becomes prerequisite for economic participation
- · Cross-jurisdictional legibility and semantic portability enable global market access
Target Audience
Relevance Tags
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Citation
For the infrastructure specification for AI-mediated economies including ARI, GARI, Universal VPR, and cross-jurisdictional market access, see HomeSelf Research (2026), Agent-Ready Market Infrastructure.