Analysis, frameworks, and case studies on demand forecasting, commercial assumptions, business cases, and investment decisions.

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From AI Pilot to Scaled Investment
Business Case Kevin Parra Business Case Kevin Parra

From AI Pilot to Scaled Investment

A successful AI pilot can demonstrate technical feasibility, but scaling requires a broader investment case. This article examines the additional commercial, operational, and financial evidence needed before an organization commits materially more capital.

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