Begin with context
Read the introduction and first two chapters before entering the five-stage framework.
Flagship learning series
The AI Adoption Roadmap.
A guide for organizations beginning their AI journey—from understanding how the organization works to choosing the right first project, building responsibly, and improving over time.
8
Core readings
5
Adoption stages
4
Roadmap tools
THE STARTING POINT
AI adoption does not begin with a product.
It begins by understanding the organization: its goals, people, workflows, information, responsibilities, and the outcomes it is trying to improve.
How to use the series
Read it as a path, not a checklist.
Move one stage at a time
Use each stage to answer a different organizational question before moving forward.
Use the working tools
Apply the scorecard, worksheet, and planning canvas to your own organization.
Return as things change
Revisit earlier stages as priorities, capabilities, data, risks, and organizational needs evolve.
Before the five stages
Prepare for the journey.
These opening readings establish the Roadmap’s purpose, philosophy, and structure before the organization begins moving through the five stages.
INTRODUCTION
START HERE
00
The AI Adoption Roadmap: A Guide for Organizations Beginning Their AI Journey
Learn what the Roadmap is designed to accomplish, how the series is organized, and what organizations should expect as they begin.
Read the Introduction →
CHAPTER 01
FOUNDATIONS
01
AI Doesn't Begin with Technology
Begin with the organization, the people doing the work, and the problem that needs to be addressed.
Read Chapter 1 →
CHAPTER 02
ADOPTION MODEL
02
The Five Stages of AI Adoption
Understand the full framework before entering each stage individually.
Read Chapter 2 →The five-stage path
From understanding to continued improvement.
01
CHAPTER 03
STAGE ONE
Discover
Understanding Your Organization Before Choosing Technology
Examine organizational goals, recurring work, bottlenecks, information gaps, employee needs, and areas where outcomes could improve.
Key question
What is happening inside the organization?
Read Stage One
02
CHAPTER 04
STAGE TWO
Assess
Is Your Organization Ready for AI?
Evaluate leadership alignment, workforce readiness, data, technology, governance, resources, and the organization’s capacity to support an AI initiative.
Key question
Are we prepared to begin responsibly?
Read Stage Two
03
CHAPTER 05
STAGE THREE
Prioritize
Choosing the Right First AI Project
Compare possible projects by organizational value, feasibility, readiness, risk, data requirements, and the ability to measure whether the project is helping.
Key question
Where should we begin?
Read Stage Three
04
CHAPTER 06
STAGE FOUR
Build
Turning Strategy into Action
Define the project’s scope, ownership, workflow, data, safeguards, human review points, implementation plan, and measures of success.
Key question
How will we turn the idea into a focused project?
Read Stage Four
05
CHAPTER 07
STAGE FIVE
Scale
Building an Organization That Continues to Improve
Evaluate results, preserve what was learned, strengthen internal capability, improve governance, and determine where responsible expansion makes sense.
Key question
How do we improve and move forward responsibly?
Read Stage Five
A continuing process
Scale does not mean the Roadmap is finished.
As the organization learns, its needs may change. New opportunities may be discovered, readiness may need to be reassessed, and projects may need to be reprioritized.
08
Roadmap conclusion
A Final Reflection
Step back from the individual stages and consider what responsible, useful, and sustainable AI adoption asks of an organization over time.
Read the Final ReflectionAppendices and tools
Put the Roadmap to work.
These tools help organizations move from reading and discussion into structured assessment, discovery, and planning.
APPENDIX A
ASSESS
AI Readiness Scorecard
Evaluate the conditions that may support or limit an AI initiative before making a larger commitment.
Open the Scorecard →
APPENDIX B
DISCOVER
AI Opportunity Discovery Worksheet
Identify recurring work, organizational friction, unmet needs, and possible areas for AI-supported improvement.
Open the Worksheet →
APPENDIX C
BUILD
AI Project Planning Canvas
Organize the goal, users, workflow, data, responsibilities, risks, safeguards, and measures of success for a project.
Open the Planning Canvas →
APPENDIX D
COMPLETE FRAMEWORK
The 50 By Friday AI Roadmap
View the complete five-stage framework and see how the Roadmap’s readings and tools fit together.
View the Complete Framework →The framework behind the series
Built around the 50 By Friday AI Roadmap.
The FridAI AI Adoption Roadmap is the educational journey built around the 50 By Friday AI Roadmap, our five-stage framework for helping organizations move from early understanding to responsible implementation and continued improvement.
Discover
Assess
Prioritize
Build
Scale
Begin the journey
Start with the organization.
Read the introduction, establish the Roadmap’s core principles, and move through each stage with a clear understanding of what the organization is trying to achieve.