🎯 Industry Adoption Framework
Key questions for evaluating AI opportunities in any industry:
Data Availability
Does the industry generate sufficient structured or unstructured data to train and deploy AI effectively?
Regulatory Environment
What compliance, privacy, and explainability requirements constrain or shape AI deployment?
Human-AI Interface
Should AI augment human decision-making or automate entire workflows? What's the right balance?
ROI Timeline
How quickly can AI investments generate measurable returns? What's the path to value?
Competitive Dynamics
Is AI a differentiator or table stakes? How are competitors and new entrants using AI?
Workforce Impact
How will AI reshape roles and skills? What change management is required?