.Wales Team

National AI Infrastructure Specification v0.1

Wales Agent Infrastructure

Canonical AI Endpoints for AI Agent Discovery & Interaction in Wales

AIAgent.Wales × Wales.Team × Wales.1

Overview & National Architecture

The Canonical Endpoints Dual Stack proposes a national-scale infrastructure through which humans, organisations, software systems, and autonomous AI agents can discover, identify, evaluate, and interact with AI agents operating within or serving Wales.

Three Complementary Namespaces

  • AIAgent.Wales: The human-facing discovery, trust, and interaction interface.
  • Wales.Team: Identifies and describes teams, assemblies, and orchestrations of AI agents.
  • Wales.1: Provides the canonical logical identity of an individual AI agent.

Dual Stack Paradigm

Human Stack (AIAgent.Wales) Machine / Agent Stack (Wales.1 & Wales.Team)
Human-readable agent profiles Machine-readable manifests
Search and conversational discovery Capability-based discovery APIs
Welsh and English interfaces Structured bilingual metadata
Trust and provenance presentation Verifiable credentials & attestations
Human interaction & service journeys Agent-to-agent protocol invocation

Strategic Core Proposition

“The Web gave organisations canonical locations. The Canonical Endpoints Dual Stack gives AI agents canonical identities, teams, and trusted means of discovery.”

Architectural Principles

The infrastructure establishes an identity, discovery, trust, and interaction layer for an emerging AI-agent economy while remaining independent of any single model provider, cloud platform, or framework.

1. Execution Independence

Canonical agent identity remains stable even when physical implementations change. A canonical identity maps cleanly to variable execution endpoints:

Logical ID: wales.1/business/funding

Live Implementation: https://agents.example.org/v3/funding

2. Protocol Neutrality & Federation

Canonical identity sits above specific communication standards like MCP (Model Context Protocol) and A2A (Agent-to-Agent). The framework supports federated operations across Welsh Government, local authorities, NHS bodies, universities, businesses, and third-sector participants.

3. First-Class Welsh & English Representation

Bilingual support is represented at the schema and metadata level rather than added as a translation layer post-execution, directly aligning with the Welsh Government’s AI Plan.

Four Foundational Functions

Identity: What agent is this?
Discovery: What can it do & where?
Trust: Who operates & verifies it?
Interaction: How to communicate?

Namespace Architecture & Identity

The architecture implements a pragmatic separation between public DNS hostnames and logical identifiers to allow immediate production deployment.

Namespace Role & Logical Identifier Standard HTTPS Resolution Mapping (v0.1)
AIAgent.Wales Human discovery, UI profiles, conversational search https://AIAgent.Wales/business/funding
Wales.Team Canonical identity for multi-agent teams wales.team/business/start-a-business
Wales.1 Canonical logical identity for individual agents https://id.aiagent.wales/business/funding

Wales.Team Composition Types

Teams represent dynamic or fixed capabilities assembled from multiple agents (e.g., funding, planning, skills, and premises agents coordinated together):

  • Static Teams: Deliberately specified and strictly governed member agents.
  • Dynamic Teams: Members selected through capability discovery at execution time.
  • Hybrid Teams: Fixed core agents combined with dynamically discovered domain specialists.

Canonical Identity & Manifest Specification

Every registered agent possesses an immutable Agent ID resolving to a canonical manifest expose six core logical resources: Identity, Capabilities, Interaction, Trust, Policy, and Status.

Minimum Agent Manifest Schema (v0.1)

{
“spec”: “wales-agent-manifest/0.1”,
“id”: “wales.1:business/funding”,
“canonical”: “https://id.aiagent.wales/business/funding”,
“name”: {
“cy”: “Asiant Cyllid Busnes”,
“en”: “Business Funding Agent”
},
“operator”: {
“id”: “org:example”,
“name”: “Example Organisation”
},
“capabilities”: [
“business.finance.grants”,
“business.finance.support”
],
“languages”: [“cy”, “en”],
“coverage”: { “jurisdiction”: [“Wales”] },
“interaction”: [
{ “type”: “a2a”, “endpoint”: “https://example.org/a2a”, “version”: “1.0” },
{ “type”: “mcp”, “endpoint”: “https://example.org/mcp” }
],
“status”: “active”
}

Federated Bootstrap Discovery

Organisations expose agents on external domains using an RFC 8615-inspired well-known path structure:

https://example.wales/.well-known/wales-agents

Discovery & Capability Model

Discovery services combine deterministic metadata filtering with semantic matching, ensuring trust and policy rules are strictly enforced over natural language matching.

Controlled Capability Ontologies

business.finance.grants
planning.permission.guidance
transport.public.journey-planning
environment.flood.risk
education.skills.discovery
tourism.itinerary.planning

Machine Discovery Payload Example

// Machine Discovery Request
POST /v0.1/discover
{
“intent”: “find-business-grant”,
“jurisdiction”: “Wales”,
“language”: “cy”,
“minimum_trust”: “organisation-verified”
}

// Discovery Response
{
“matches”: [
{
“id”: “wales.1:business/funding”,
“canonical”: “https://id.aiagent.wales/business/funding”,
“match”: 0.97
}
]
}

Trust, Security & Conformance

Trust is expressed as machine-readable attestations rather than subjective quality scores, incorporating a zero-trust posture for inter-agent communication.

The v0.1 Trust Ladder

Level Trust Designation Validation Meaning
0 DISCOVERED Entry exists in graph, unverified claims.
1 REGISTERED Canonical entry registered in system.
2 IDENTITY VERIFIED Responsible party identity validated.
3 ORGANISATION VERIFIED Confirmed controlled by claimed organisation.
4 CAPABILITY ATTESTED Capabilities supported by recognised evidence.
5 ASSURED / PUBLIC SERVICE Passed formal public assurance audit.

Ecosystem Conformance Levels

Level Conformance Tier Requirement Criteria
Level A Discoverable Agent Provides canonical identity and minimum manifest.
Level B Interoperable Agent Supports standard protocols (A2A, MCP, HTTPS).
Level C Trusted Agent Carries identity or organisation verification.
Level D Team-Capable Agent Participates within Wales.Team compositions.
Level E Assured Agent Meets public service governance & accessibility audits.

Human Journey & Discovery Execution

A human prompt initiates systemic intent resolution without exposing underlying technical complexity.

1

Human Intent Capture

User submits natural language prompt to AIAgent.Wales (e.g., “I want to start a food business in Swansea”).

2

Context & Constraint Resolution

System interprets intent, isolates geography (Swansea), selects preferred language (Welsh/English), and sets trust filters.

3

Discovery Graph Query

Graph identifies appropriate composite team: wales.team:business/start-food-business.

4

Team Agent Orchestration

Coordinated execution across funding, planning, premises, food-regulation, and skills agents.

Reference Architecture Topology

End-to-end structural interaction from end users to distributed agent execution environments:

+————————–+
| PEOPLE |
| Businesses / Citizens / |
| Public Bodies / Visitors |
+————+————-+
|
v
+————————–+
| AIAgent.Wales |
| HUMAN DISCOVERY STACK |
+————+————-+
|
v
+——————————–+
| WALES DISCOVERY GRAPH |
| Identity * Capability * Trust |
| Language * Policy * Geography |
+—————+—————-+
|
+————–+————–+
| |
v v
+——————–+ +——————-+
| Wales.Team | | Wales.1 |
| TEAM IDENTITIES | | AGENT IDENTITIES |
+———-+———+ +———+———+
| |
+————–+————+
|
v
+———————–+
| INTERACTION LAYER |
| A2A * MCP * HTTPS |
+———–+———–+
|
v
+——————————+
| DISTRIBUTED AGENT RUNTIMES |
| Public / Private / Cloud |
+——————————+

Core Strategic Outcomes & Vision

Discoverable AI Jurisdiction: Public services discoverable directly by autonomous AI agents.

Bilingual AI Testbed: Full metadata-level Welsh and English operational parity.

Multi-Agent Laboratory: Assembles public services around citizen intent rather than organizational silos.

WALES AGENT INFRASTRUCTURE COUNCIL

AIAgent.Wales • Wales.Team • Wales.1

A discoverable, bilingual, trusted, and interoperable AI-agent ecosystem for Wales.

AIAgent.Wales • Wales.Team • Wales.1 • Canonical Endpoints Triple Stack