·AI Business
Module 7 Lesson 4: Success Metrics and ROI
The final tally. Learn how to present your AI success story to stakeholders, calculate the long-term ROI, and decide when to 'Pivot' or 'Scale' your AI initiatives.
3 articles
The final tally. Learn how to present your AI success story to stakeholders, calculate the long-term ROI, and decide when to 'Pivot' or 'Scale' your AI initiatives.

The business case for DevOps. Explore how automated delivery improves code quality, developer happiness, and the bottom line of modern companies.
Calculating the value. A business guide to weighing the costs of local AI hardware vs cloud API subscriptions.