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Intelligence Domain

Why This Exists

The Intelligence Domain is the AI orchestration, reasoning, memory, event, and execution layer of Algosure.

Algosure is the world's first AI Digital Procurement Company. It gives each customer a Digital Procurement Company made up of Practices, Digital Professionals, Business Capabilities, SOPs, Organizational Memory, AI reasoning, executable workflows, and continuous learning.

The Intelligence Domain makes that operating model executable. It coordinates Digital Professionals, applies reasoning frameworks, uses Organization context, interacts with the Event Mesh, invokes the Procurement Execution Engine, records AI Memory, enforces human approval guardrails, and provides explainability and auditability.

Owner

The owner is the Chief Product Officer and Enterprise Architect.

The Intelligence Domain owns orchestration, reasoning, AI memory, agent registry, confidence scoring, explainability, audit logging, and execution coordination. It does not own the source business facts of other domains.

Business Value

The Intelligence Domain creates business value by turning Algosure from a documentation and workflow system into a governed AI Digital Procurement Company that can reason, coordinate, execute, learn, and explain its work.

Domain Definition

The Intelligence Domain owns the intelligence operating layer for Algosure.

It includes:

  • Algosure Intelligence.
  • Digital Professional orchestration.
  • AI Agent Registry.
  • Intelligence Director.
  • Reasoning Framework.
  • AI Memory.
  • Organization Intelligence Graph usage.
  • Cognitive Architecture.
  • Procurement Execution Engine coordination.
  • Event Mesh interaction.
  • Human approval guardrails.
  • Explainability.
  • Audit logging.
  • Confidence scoring.

First Domain Dependency: Organization

Organization is the first domain dependency for Intelligence.

The Intelligence Domain must reason about procurement work using customer business context. That context begins with Organization:

  • OrganizationId.
  • Organization Profile.
  • Organization capabilities.
  • Services and products.
  • Directors and contacts.
  • Certifications and licences.
  • Past projects and references.
  • Procurement preferences.
  • Organization Intelligence Graph.
  • Organizational Memory.

Intelligence may read, reference, and reason over Organization data. It must not own or duplicate Organization data.

What This Domain Owns

Owned concept Ownership meaning
Intelligence Director Coordinates reasoning and execution across Digital Professionals.
AI Agent Registry Governs registered AI agents and Digital Professional runtime identities.
Reasoning Framework Defines how intelligence tasks are reasoned, structured, scored, and explained.
AI Memory Stores intelligence-domain memory records and reasoning history.
Confidence Scoring Scores AI outputs and recommendations.
Explainability Captures why conclusions, recommendations, or actions were produced.
Audit Logging Records AI actions, decisions, inputs, outputs, approvals, and guardrail outcomes.
Execution Coordination Coordinates with the Procurement Execution Engine and Event Mesh.

What This Domain Does Not Own

Not owned Owning domain
Customer business identity and profile facts Organization Domain
Compliance rules and compliance decisions Compliance Domain
Opportunity records Opportunity Domain
Proposal content ownership Proposal Domain
Contract obligations Contract Domain
Supplier records Supplier or Marketplace Domain
Funding applications Funding Domain
Learning curriculum Learning Domain
Analytics dashboards Analytics Domain

High-Level Architecture

flowchart TD
    Org[Organization Domain]
    Graph[Organization Intelligence Graph]
    EventMesh[Event Mesh]
    Intelligence[Algosure Intelligence]
    Director[Intelligence Director]
    Registry[AI Agent Registry]
    Reasoning[Reasoning Framework]
    Memory[AI Memory]
    Engine[Procurement Execution Engine]
    Guardrails[Human Approval Guardrails]
    Audit[Audit Logging]
    Explain[Explainability]

    Org --> Graph
    Graph --> Intelligence
    EventMesh --> Intelligence
    Intelligence --> Director
    Director --> Registry
    Director --> Reasoning
    Reasoning --> Memory
    Reasoning --> Explain
    Director --> Guardrails
    Guardrails --> Engine
    Engine --> EventMesh
    Intelligence --> Audit

DDD Position

The Intelligence Domain is a supporting and differentiating domain. It does not replace core business domains. It orchestrates intelligence work across them using domain language, events, policies, and explicit ownership boundaries.

Scope

This document defines the Intelligence Domain foundation. It does not define model providers, prompt implementation, runtime infrastructure, final agent frameworks, or final OpenAPI specifications.