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What is the BizML framework and why is it needed for AI projects?

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Drawn from Lutz Finger's Forbes column, LinkedIn writing, and Cornell teaching. Sources are cited inline so you can read the originals.

A business framework for predictive AI, not just technical tools

BizML is a six-step framework I created that ushers predictive AI projects successfully from inception to deployment. It’s not like MLOps or any technical solution. It’s an organizational procedure, a management protocol that bridges the tech-biz divide. It brings together business-side stakeholders with data scientists through semi-technical collaboration. The framework addresses what’s predicted, how well, and what’s done about it. Without this kind of practice or framework, most business people don’t realize you need a very specialized approach to get these projects successfully through to deployment.

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