Key Takeaways
- Start with a clear, measurable business problem.
- Focus on practical AI use cases with real value.
- Connect AI with reliable data and existing systems.
- Pilot first, measure results, then scale.
- Track ROI through cost, speed, accuracy, and productivity.





