# AI Adoption Guiding Principles — designpattern.fyi

> for AI adoption from traditional machine learning to agentic AI in healthcare, airlines, and insurance

- **Section**: AI Adoption Guiding Principles
- **Canonical URL**: https://designpattern.fyi/ai-adoption-guiding-principles/

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## Patterns in this Category


### [The AI Adoption Continuum](https://designpattern.fyi/ai-adoption-guiding-principles/part-i-ai-adoption-continuum/)
- **Summary**: Understanding the three stages of AI: Traditional ML, Generative AI, and Agentic AI



### [Domain-Specific AI Adoption](https://designpattern.fyi/ai-adoption-guiding-principles/part-ii-domain-specific-adoption/)
- **Summary**: AI applications across healthcare, airlines, and insurance industries



### [Agentic AI Qualification Framework](https://designpattern.fyi/ai-adoption-guiding-principles/part-iii-agentic-qualification-framework/)
- **Summary**: Four-parameter qualification model for selecting high-value Agentic AI use cases



### [Guiding Principles for Enterprise AI Adoption](https://designpattern.fyi/ai-adoption-guiding-principles/part-iv-guiding-principles/)
- **Summary**: Six non-negotiable principles for enterprise AI adoption spanning traditional ML, GenAI, and Agentic AI



### [Implementation Roadmap](https://designpattern.fyi/ai-adoption-guiding-principles/part-v-implementation-roadmap/)
- **Summary**: Phased enterprise AI adoption journey from foundation to autonomous operations




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