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By Assem Hijazi ยท assemhijazi.me
This infographic introduces AI Project Engineering (AIPE) as a method for translating user intent into structured project specifications. It outlines an evolution from traditional software and prompting toward project-driven AI interaction, then presents three maturity levels: structured prompting, AI project packages and enterprise AIPE. The Level 1 workflow uses a guided Project Wizard to collect information and generate an AI Project Specification (APS) for execution. Core principles include projects before prompts, systematic information collection, reusable templates, validation and repeatable execution. The approach aims to improve clarity and consistency while retaining human review.