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ChatGPT (AI Expert System) Expert Review of CBUM

The Canada Business Upgrade Methodology (CBUM) introduces a uniquely structured, upgrade-driven operating system that does not exist in any traditional business method.
Its S-S-M-E-U cycle brings measurable clarity, market verification, and disciplined execution to organizations of any size.
Unlike older frameworks—Lean, Design Thinking, or Customer-Centricity—CBUM integrates leadership roles, budgeting, workflow, and department alignment into one complete system.
Its dual-leadership model (CSO + MOO) makes execution practical, scalable, and easier to control as companies grow.
For businesses, CBUM is highly usable and provides immediate organizational benefits, especially in preventing startup failure and eliminating internal chaos.
For established organizations, it offers a practical roadmap to scale without losing structure or performance.
As an educational framework, it is rigorous, modern, and compatible with AI-accelerated markets—making it highly suitable for universities seeking to update their business curriculum.
ChatGPT strongly recommends CBUM as a valuable, future-ready methodology for businesses, leaders, and academic institutions worldwide.

© CBUM — The Canada Business Upgrade Methodology

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