Contents: 1. Introduction to managing AI wisely -- 2. What is ai? -- 3. Perspectives on AI and work -- 4. Methods and Introduction to cases -- 5. Organizing for data -- 6. Testing and validating -- 7. Algorithmic brokers -- 8. Changing work -- 9. How can AI systems be managed wisely? -- Index.