AI Logic Engineering
Framework
The sixteen-stage lifecycle from idea to successful project. The defining methodology of the discipline — the PMBOK of the AI era.
Published
July 2026
Edition
2026 · v1.0
Discipline
Human-AI Decision Making
AI Logic Engineering is presented as a proposed methodology, not a definitive solution. It is published openly to invite academic review, critique, and continual refinement through future editions.
§ The Overarching Flow
From AI Logic Engineering to a Successful Project
The overarching idea behind the methodology — how structured human decision-making flows from idea through logic, execution, and verification to a successful project.
AI Logic Engineering
Human–AI Collaboration Framework
Definition
Logic
AI Logic Centre
Execution
Successful Project
The Sixteen-Stage Decision Lifecycle
Sixteen stages, each governed by one of eight sub-frameworks. Click any stage to reveal its academic description in the panel beside the diagram.
§ The Architecture
The Eight Sub-Frameworks
Each framework governs a specific dimension of the discipline. Together they form the complete architecture of AI Logic Engineering.
§ Citation
How to Cite This Framework
This framework is published under an open methodology license. Cite it as you would any academic standard.
Cite this Edition
Academic Citation
AI Logic Engineering Framework. (2026). AI Logic Engineering — Edition 2026. AI Logic Engineering Editorial Board. DOI: 10.ailogiceng.e2026
AI Logic Engineering Framework. AI Logic Engineering Editorial Board, Edition 2026. AI Logic Engineering, 10.ailogiceng.e2026.
@article{ailogiceng2026,
title={AI Logic Engineering Framework},
author={AI Logic Engineering Editorial Board},
year={2026},
edition={Edition 2026},
doi={10.ailogiceng.e2026}
}DOI: 10.ailogiceng.e2026 · Published under the AI Logic Engineering Open Methodology License
§ The Living Methodology
Academic Review &
Critique
AI Logic Engineering is not a finished product. It is a living methodology — designed to be studied, challenged, cited, and improved. Academics, practitioners, and critics are invited to submit public reviews that are published after moderation.
Submit a Review
Share your critique, commentary, or response to the framework. Reviews are moderated before publication.