AI ROI and Cost Models
Learn to quantify AI value, model true costs, build business cases that survive CFO scrutiny, and track ROI over time. A practical financial toolkit for leaders who fund, govern, or defend AI investments.
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Episode 0: AI ROI and Cost Models- Introduction
Meet Apex Manufacturing and the $8 million AI question every leadership team eventually faces — what are we actually getting for this investment?
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Episode 1: Understanding AI Value and ROI Fundamentals
Identify where AI creates real business value across four categories and build the value chain that connects AI metrics to financial outcomes.
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Episode 2: AI Cost Structures and Total Cost of Ownership
Uncover the hidden costs that blow up AI budgets and learn to model total cost of ownership across the full initiative lifecycle.
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Episode 3: ROI Models, Business Cases, and Investment Decisions
Structure AI business cases with the seven components boards and CFOs expect, and compare build vs. buy vs. partner using real financial analysis.
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Episode 4: Measuring, Tracking, and Optimizing AI ROI Over Time
Design KPI frameworks, set measurement baselines, and build ROI dashboards that keep AI investments accountable long after deployment.
