Building AI in the Sandbox: What Product Managers Do When There Is No Playbook
- Traditional product management assumes known users, clear outcomes, and predictable delivery. AI rarely does.
- How PMs balance exploration and accountability amid uncertainty in value, technology, and user needs.
- Lessons from AI experimentation programs: what drives learning, momentum, and successful outcomes.
- Strategies for overcoming organizational resistance and gaining stakeholder support for AI initiatives.
- How to create measurable progress and business value when success cannot be defined upfront.