Canonical AI Endpoint Network
An Operational Framework for Trusted Agentic Commerce
Trade Gateways • Canonical AI Endpoints • Trusted Agentic Commerce
1. Purpose & Core Architecture
This document establishes the operational framework for a federated network of Trade Gateways, Canonical AI Endpoints, accredited AI and specialist service providers, Chambers of Commerce, and enterprise users. The network enables enterprises and SMEs to discover, invoke, and manage specialist AI-enabled services through persistent Canonical AI Endpoint identities.
Five Fundamental Questions of Agentic Commerce
| Question | Addressed / Governed By |
|---|---|
| Who is acting? | Verified.Direct |
| What commercial object is being discussed or acted upon? | GTINToken™ and associated product identity services |
| What evidence supports provenance, certification, or ethical-source claims? | EthicallySourced™ and associated evidence services |
| What is the AI agent permitted to do? | Agentic-AI.Team |
| Who is capable of performing the required specialist service, on what terms and to what standard? | Outsourcing.Center and accredited provider ecosystem |
Architectural Separation
The Network strictly separates identity, authority, product/commercial-object identity, evidence/provenance, specialist AI capability, provider implementation, and commercial settlement. This allows underlying providers and technologies to evolve without requiring the Canonical AI Endpoint itself to change.
2. Network Architecture
The operational flow connects demand, trust governance, registries, identity, endpoints, and commercial providers:
│
▼
TRADEGATEWAYS.COM
Requirement / Demand Layer
│
▼
AGENTIC-AI.TEAM
Trust • Identity • Permissions • Audit
│
▼
AIENDPOINTSREGISTRY.COM
Discovery / Capability Registry
│
┌────────────────────┼────────────────────┐
▼ ▼ ▼
VERIFIED.DIRECT GTINTOKEN™ ETHICALLYSOURCED™
Identity & Authority Object Identity Evidence Layer
│ │ │
└────────────────────┼────────────────────┘
│
▼
CANONICAL AI ENDPOINTS
│
┌────────────────────┼────────────────────┐
▼ ▼ ▼
manufacturer.team datasets.team procurements.team
exporter.team exporting.team semiconductors.team
components.team negotiating.team sales-marketing.team
ethicallysourced.team smes.team tradegateway.team
│
▼
OUTSOURCING.CENTER
Provider Market / Commercial Layer
│
┌────────────────────┼────────────────────┐
▼ ▼ ▼
Provider A Provider B Provider C
AI Company Specialist Human Oversight
3. Principle of the Canonical AI Endpoint
A Canonical AI Endpoint is a persistent service identity representing a defined specialist capability (e.g., manufacturer.team represents manufacturer discovery and production capability intelligence rather than a specific vendor software product).
Three Distinct Identities
| Identity Level | Example URI / Identifier | Operational Description |
|---|---|---|
| 3.1 Canonical Endpoint Identity | agent://manufacturer.team |
Identifies the specialist capability requested by the Network. |
| 3.2 Provider Identity | provider://outsourcing.center/provider-name |
Identifies the accredited company or organization delivering the service. |
| 3.3 Implementation Identity | manufacturer.team/provider-name/manufacturer-agent/v3 |
Identifies the technical implementation used to perform the work. |
Mandatory Audit & Transaction Metadata
Where technically practical, every transaction or result records:
Endpoint Operator
Service Provider
Implementation
Orchestrating Agent
Requesting Organisation
Verification Status
Evidence Sources
Time & Date
Work-Unit Reference
4–10. Core Network Infrastructure Roles
The network operates through a division of specialized platforms working in concert:
4. TradeGateways.com (Demand Layer)
Primary access layer that connects users with regional/sectoral gateways and invokes authorized AI services. Gateways can be geographic (e.g., NorthernIreland.Trade) or sector-specific (e.g., Textiles.NorthernIreland.Trade, Coffee.NorthernIreland.Trade).
5. AIEndpointsRegistry.com (Discovery & Reference)
Functions independently from AI vendors as the central discovery layer, hosting service catalogues, accredited provider rosters, SLA classifications, verification requirements, and AWU pricing rules.
6. Agentic-AI.Team (Trust & Permission Orchestration)
Governs agent permissions, orchestration, policy enforcement, and human oversight.
Permission Levels:
- Level A — Information: Search, retrieve, analyse, summarize.
- Level B — Preparation: Prepare RFQs, documentation, draft communications, recommendations.
- Level C — Controlled Communication: External communications within defined rules and verified providers.
- Level D — Transaction Preparation: Assemble transaction docs, commercial terms, counteroffers, route for approval.
- Level E — Authorised Execution: Executing defined actions under explicit delegated authority and required human approval.
7. Outsourcing.Center (Commercial & Provider Market)
Manages provider recruitment, qualification, accreditation, commercial terms, pricing, SLAs, and performance monitoring. Permits multiple providers to compete behind a single Canonical AI Endpoint.
8. Verified.Direct (Identity & Authority)
Establishes who an organization is, who represents it, which agent acts on its behalf, and whether instructable authority is legally attributable to an authorized entity.
9. GTINToken™ (Commercial Object Identity)
Provides machine-readable product and SKU identity for precise matching, component substitution, lifecycle tracking, and structured RFQs across endpoints like components.team and semiconductors.team.
10. EthicallySourced™ (Evidence & Provenance)
Assembles, structures, and exposes verifiable evidence including certifications, ESG data, region of origin, independent audits, and expiry dates to support responsible trade.
11. The Trusted Trade Object Model
The integrated chain of evaluation before final execution:
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GTINTOKEN™ ──► WHAT IS THE OBJECT?
│
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ETHICALLYSOURCED™ ──► WHAT EVIDENCE EXISTS?
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AGENTIC-AI.TEAM ──► WHAT MAY THE AGENT DO?
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OUTSOURCING.CENTER ──► WHO CAN PERFORM THE SERVICE?
│
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CANONICAL ENDPOINT ──► SERVICE RESULT
12. Canonical Endpoint Service Catalogue
Initial core service categories registered across the .team canonical namespace:
| Canonical Endpoint | Core Specialist Capability |
|---|---|
tradegateway.team |
Trade requirement interpretation, routing, workflow planning, endpoint selection. |
datasets.team |
Search, retrieval, commercial datasets, verification, enrichment. |
manufacturer.team |
Manufacturer discovery, verification, production capability assessment, factory/cert audits, risk monitoring. |
exporter.team |
Exporter discovery, verification, trade intelligence, trading-history intelligence. |
procurements.team |
Supplier sourcing, supplier comparison, RFQ preparation, procurement analysis. |
negotiating.team |
Negotiation analysis, scenario modelling, counteroffer preparation, communication drafting. |
components.team |
Product matching, alternative identification, specification comparison, BOM intelligence. |
semiconductors.team |
Semiconductor intelligence, technical matching, component alternatives, sourcing intelligence. |
ethicallysourced.team |
Provenance evidence, certification checks, ethical-source evidence, ESG documentation. |
smes.team |
SME commercial support, planning, finance readiness, export readiness. |
sales-marketing.team |
Prospect intelligence, buyer discovery, campaign preparation, outreach preparation. |
exporting.team |
Export readiness, documentation assistance, classification support, process assistance. |
13–14. Governance & Provider Accreditation
13. Endpoint Operator Licence Model
Operators receive commercial rights to develop specific service categories (e.g., recruiting providers, maintaining SLAs, supporting Chamber distribution). Operators do not acquire unrestricted control over underlying network trust, Agentic-AI.Team governance, or registry infrastructure.
14. Provider Accreditation Criteria
All service providers must satisfy rigorous qualification standards:
2. Capability Confirmation
3. Technical API/Agent Integration
4. Security Assessment
5. Commercial Terms & SLAs
6. Evidence & Audit Metadata
7. Continuous Performance Monitoring
15–16. Ecosystem & Distribution Partners
15. Role of Chambers of Commerce
Chambers participate directly across five operational pillars:
- Demand Aggregator: Introducing services to business members.
- Regional Gateway Partner: Operating or supporting regional Trade Gateways.
- Verification Contributor: Supplying local evidence on business existence and exporter status.
- Human Expertise Network: Connecting trade specialists, export advisers, and procurement experts.
- Revenue Participant: Receiving agreed revenue shares from subscriptions and usage.
16. IBM Auto Deal Share Integration
Deployable as a service ecosystem within the IBM Auto Deal Share framework, enabling existing enterprise AI, data, and trade tools to become discoverable without abandoning legacy channels.
│
▼
TRADEGATEWAYS.COM ──► AIENDPOINTSREGISTRY.COM ──► AGENTIC-AI.TEAM
│
┌──────────────────────────────────────┼──────────────────────────────────────┐
▼ ▼ ▼
Canonical AI Endpoints Trust Services Provider Market
(.team Domains) (Verified.Direct) (Outsourcing.Center)
17. Operational Workflow
A standard end-to-end transaction follows a 10-step execution cycle:
Requirement Submission
Enterprise or SME submits requirement through TradeGateway (e.g. “Find verified component manufacturer”).
Identity & Authority Check
Requesting entity and acting agent assessed under Verified.Direct and Agentic-AI.Team policies.
Requirement Interpretation
tradegateway.team interprets the query and plans the multi-endpoint workflow.
Object Identification
GTINToken™ structures component or product technical specifications.
Endpoint Selection
Workflow invokes datasets.team, manufacturer.team, ethicallysourced.team, and procurements.team.
Provider Selection
Outsourcing.Center matches accredited providers by price, SLA, capability, and performance.
Service Execution
Selected provider(s) perform the authorized work unit tasks.
Evidence Collection
Provider identity, provenance data, certification evidence, and metadata attached to response.
Review & Approval Escalation
Escalated for human sign-off if action exceeds agent’s granted permission level.
Settlement & Accounting
AWUs/charges calculated and distributed across providers, operators, and gateways.
18–19. Agent Work Units & Revenue Models
18. Sample Agent Work Unit (AWU) Consumption
AWUs serve as internal accounting metrics based on compute, data costs, and human involvement:
| Workflow Component Service | AWU Consumption |
|---|---|
| Requirement interpretation | 0.2 AWU |
| Supplier discovery | 1.0 AWU |
| Manufacturer verification | 1.4 AWU |
| Dataset verification | 0.6 AWU |
| Procurement comparison | 0.8 AWU |
| Negotiation preparation | 0.9 AWU |
| RFQ preparation | 0.5 AWU |
| Total Workflow Cost | 5.4 AWU |
19. Revenue Allocation Model
│
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AWU ALLOCATION
│
┌─────────────────────────────┼─────────────────────────────┐
▼ ▼ ▼
Service Provider Endpoint Operator Chamber / Gateway
│ │ │
└─────────────────────────────┼─────────────────────────────┘
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NETWORK SERVICES
│
┌────────────────────┼────────────────────┐
▼ ▼ ▼
Agentic-AI.Team Outsourcing.Center Registry / Trust
20–21. Governance & Rollout Phases
20. Core Governance Principles
- Neutrality: Endpoints do not depend on a single vendor.
- Interoperability: Providers can change without destroying endpoint identities.
- Transparency: Full tracking of providers, implementations, and agents.
- Evidence: Claims backed by verifiable provenance source metadata.
- Human Authority: Strict enforcement of explicit permission bounds.
- Competition: Open multi-provider marketplace behind canonical endpoints.
- Continuity: Endpoints remain operational even if an individual provider exits.
21. Phased Rollout Programme
Phase One (Initial Workflow): smes.team → exporting.team → datasets.team → manufacturer.team → procurements.team
Phase Two (Expansion): Add exporter.team, sales-marketing.team, ethicallysourced.team, negotiating.team.
Phase Three (Vertical Depth): Add components.team, semiconductors.team.
22–24. KPIs & Strategic Positioning
22. Key Performance Indicators
Supply: Accredited Providers & Operators
Activity: AWUs Consumed & Cross-Endpoint Requests
Trust: Verified Organizations & Escrowed Audits
Commercial: Gross Transaction Value & Recurring Subscriptions
23. Strategic Positioning Summary
The Network is a federated infrastructure combining Canonical Service Identity (.team), Demand Aggregation (TradeGateways.com), Service Discovery (AIEndpointsRegistry.com), Agent Governance (Agentic-AI.Team), Provider Competition (Outsourcing.Center), Identity (Verified.Direct), Product Identity (GTINToken™), and Provenance (EthicallySourced™).
24. Final Chain of Responsibility
WHAT? ──► GTINToken™
WHAT EVIDENCE? ──► EthicallySourced™
WHAT MAY ACT? ──► Agentic-AI.Team
WHO CAN PROVIDE? ──► Outsourcing.Center
WHAT SERVICE? ──► Canonical AI Endpoint (.team)
FOR WHOM? ──► TradeGateways.com / Chambers / Enterprises
The Canonical AI Endpoint remains the persistent service identity. Providers compete to deliver capability. Agentic-AI.Team governs action.