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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Business Modeling Guidelines Template ## Cover Page - ``Project Name`` - `Business Modeling Guidelines` - `Version`1.0`` ## Revision History | Date | Version | Description | Author | | --- | --- | --- | --- | | ``dd/mmm/yy``|``x.x``|`<details>`|`<name>` | ## Ownership & Collaboration - Document Owner: Environment Engineer - Contributor Roles: Business Process Analyst, System Analyst - Automation Inputs: Modeling standards, notation policies - Automation Outputs: `business-modeling-guidelines.md` with sections 1–5 ## 1 Introduction > Explain purpose, scope, terminology, references, and structure for these guidelines. ### 1.1 Purpose ### 1.2 Scope ### 1.3 Definitions, Acronyms, and Abbreviations ### 1.4 References ### 1.5 Overview ## 2 Business Use-Case Modeling Guidelines ### 2.1 General Guidelines > Define notation, modeling conventions, and diagram usage. ### 2.2 How to Describe a Business Use Case > Provide style rules, required sections, and traceability expectations. ### 2.3 How to Describe a Business Goal > Outline structure and evaluation criteria for business goals. ## 3 Business Analysis Modeling Guidelines ### 3.1 General Guidelines > Describe modeling notation and constraints for the analysis model. ### 3.2 How to Describe Business Systems ### 3.3 How to Describe a Business Use-Case Realization ### 3.4 How to Describe a Business Worker ### 3.5 How to Describe a Business Entity ### 3.6 How to Describe a Business Event > For each artifact, list recommended sections, naming conventions, and modeling examples. ## 4 Business Rules Guidelines > Explain documentation approach for business rules (documents vs. model elements) and quality checks. ## 5 UML Stereotypes > Record custom stereotypes, semantics, and usage constraints relevant to business modeling. ## Appendices (Optional) > Attach examples, modeling checklists, or reference diagrams. ## Agent Notes - State notation and diagramming rules so automation can generate models consistently. - List validation checks that must pass before business models are approved. - Verify the Automation Outputs entry is satisfied before signaling completion. - Document notation rules so automated modeling stays consistent. - List validation steps that must pass before publishing business models.