AI Adoption Playbook for Companies

A practical playbook for implementing AI across a company without chaos, resistance, or wasted investment. Covers AI literacy programs, use case prioritization frameworks, vendor evaluation criteria, pilot-to-production pathways, organizational change management, skills gap analysis, building internal AI champions, governance frameworks, ethical AI guidelines, and measuring adoption success.

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Responsible	Sarah Mitchell
Last Update	03/23/2026
Members	1

Course
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Building AI Literacy

10Lessons ·
- Introduction to AI and Its Benefits
- Introduction to AI and Its Benefits - Quiz
  
  10 xp
- Tailoring AI Literacy to Roles
- Tailoring AI Literacy to Roles - Quiz
  
  10 xp
- Implementing the AI Literacy Program
- Implementing the AI Literacy Program - Quiz
  
  10 xp
- Measuring AI Literacy Success
- Measuring AI Literacy Success - Quiz
  
  10 xp
- Case Studies in AI Literacy Programs
- Case Studies in AI Literacy Programs - Quiz
  
  10 xp
Prioritizing AI Use Cases

10Lessons ·
- Identifying Potential AI Use Cases
- Identifying Potential AI Use Cases - Quiz
  
  10 xp
- Use Case Prioritization Framework
- Use Case Prioritization Framework - Quiz
  
  10 xp
- Aligning Use Cases with Business Strategy
- Aligning Use Cases with Business Strategy - Quiz
  
  10 xp
- Developing a Use Case Roadmap
- Developing a Use Case Roadmap - Quiz
  
  10 xp
- Evaluating Use Case Feasibility
- Evaluating Use Case Feasibility - Quiz
  
  10 xp
Vendor Evaluation and Selection

10Lessons ·
- Understanding Vendor Landscape
- Understanding Vendor Landscape - Quiz
  
  10 xp
- Criteria for Vendor Evaluation
- Criteria for Vendor Evaluation - Quiz
  
  10 xp
- Conducting Vendor Assessments
- Conducting Vendor Assessments - Quiz
  
  10 xp
- Negotiating with Vendors
- Negotiating with Vendors - Quiz
  
  10 xp
- Finalizing Vendor Selection
- Finalizing Vendor Selection - Quiz
  
  10 xp
Pilot to Production Pathways

10Lessons ·
- Designing Effective AI Pilot Projects
- Designing Effective AI Pilot Projects - Quiz
  
  10 xp
- Scaling AI Initiatives
- Scaling AI Initiatives - Quiz
  
  10 xp
- Identifying Barriers to Implementation
- Identifying Barriers to Implementation - Quiz
  
  10 xp
- Creating a Transition Plan
- Creating a Transition Plan - Quiz
  
  10 xp
- Evaluating Pilot Success
- Evaluating Pilot Success - Quiz
  
  10 xp
Governance and Ethical AI Guidelines

10Lessons ·
- Understanding AI Governance Frameworks
- Understanding AI Governance Frameworks - Quiz
  
  10 xp
- Ethical Considerations in AI
- Ethical Considerations in AI - Quiz
  
  10 xp
- Establishing Governance Policies
- Establishing Governance Policies - Quiz
  
  10 xp
- Monitoring Compliance and Ethics
- Monitoring Compliance and Ethics - Quiz
  
  10 xp
- Assessing Governance and Ethical Guidelines
- Assessing Governance and Ethical Guidelines - Quiz
  
  10 xp