Intelligence Business Objects¶
Why This Exists¶
This document defines the business objects of the Intelligence Domain.
These objects are the language Algosure uses to describe AI orchestration, reasoning, memory, execution, and governance.
Owner¶
The owner is the Chief Product Officer and Enterprise Architect.
The Intelligence Domain owns the canonical definitions in this document.
Business Value¶
Clear intelligence objects make AI behavior governable, auditable, explainable, and aligned to procurement business outcomes.
Business Object Catalogue¶
| Business object | Purpose | Ownership | Relationship to Organization |
|---|---|---|---|
| Algosure Intelligence | Overall intelligence layer for reasoning and orchestration. | Intelligence Domain. | Uses Organization context as first dependency. |
| Intelligence Director | Coordinates reasoning, Digital Professionals, guardrails, and execution requests. | Intelligence Domain. | Selects Organization context before reasoning. |
| Digital Professional | AI-native professional role that executes or assists capabilities. | Digital Workforce concept; Intelligence governs orchestration runtime. | Operates within an Organization context. |
| AI Agent Registry | Registry of approved AI agents and runtime identities. | Intelligence Domain. | Agents may be scoped to Organization context. |
| Reasoning Framework | Structured method for analysis, recommendations, scoring, and explanation. | Intelligence Domain. | Uses Organization facts and memory. |
| AI Memory | Intelligence-domain memory for reasoning traces, decisions, approvals, and outcomes. | Intelligence Domain. | References OrganizationId and Organization-owned facts. |
| Organization Intelligence Graph Reference | Read-only or governed use of Organization graph facts. | Organization owns graph; Intelligence consumes. | First source of customer business context. |
| Procurement Execution Request | Request to execute or advance procurement work. | Intelligence Domain until accepted by execution layer. | Must include OrganizationId. |
| Procurement Execution Engine | Execution layer that performs governed workflows. | Execution responsibility; Intelligence coordinates requests. | Executes for a specific Organization. |
| Cognitive Architecture | Operating model for perception, reasoning, memory, decision, and execution. | Intelligence Domain. | Anchored by Organization context. |
| Event Mesh Interaction | Event-driven input and output for intelligence workflows. | Intelligence Domain for intelligence events. | Consumes Organization events and publishes intelligence events. |
| Human Approval Guardrail | Control requiring human approval before specific actions. | Intelligence Domain policy. | Approvals occur in Organization customer context. |
| Explainability Record | Explanation of recommendation, decision, or execution request. | Intelligence Domain. | Shows Organization evidence used. |
| Audit Log Entry | Immutable record of AI action, input, output, approval, or policy result. | Intelligence Domain. | Includes OrganizationId when context-bound. |
| Confidence Score | Score representing confidence in AI output. | Intelligence Domain. | May be informed by Organization data quality. |
Object Ownership Rule¶
Intelligence objects may reference domain facts from Organization and future domains. They must not redefine or own those source facts.
Procurement Relevance¶
Each intelligence object must support at least one of:
- Better procurement reasoning.
- Safer execution.
- Clearer accountability.
- Better memory.
- Better explainability.
- Better coordination between Digital Professionals.