AI Adoption Roadmap · Appendix C

AI Project Planning Canvas.

Turn a selected AI opportunity into a focused implementation plan with clear responsibilities, milestones, risks, and measures of success.

Choosing the right AI project is only the beginning.

Successful implementation requires thoughtful planning, clear expectations, defined responsibilities, and measurable outcomes.

This planning canvas is designed to help your organization move from an idea to a well-structured AI initiative.

It can be completed by a leadership team, department manager, or project team before implementation begins.

Canvas 1

Project Overview

Canvas 2

The Problem

Who benefits if we solve this problem?

Canvas 3

Current State

Current Challenges Check all that apply.

Current Performance

What are today's measurements?

Canvas 4

Future State

Desired Outcomes Check all that apply.

Canvas 5

AI Solution

Will AI replace this process?

Canvas 6

Project Timeline

Canvas 7

Roles & Responsibilities

Responsibility Owner
Executive Sponsor
Project Leader
AI Champion
Training Coordinator
Data Owner
Measurement & Evaluation

Canvas 8

Risks

What challenges might prevent success?

Canvas 9

Communication Plan

How will employees be informed?

Canvas 10

Training Plan

Canvas 11

Measuring Success

How will success be measured?

Metric Baseline Goal Actual

Canvas 12

Evaluation Questions

After implementation, discuss the following.

Did we solve the original problem?
Should this project be expanded?

Canvas 13

Lessons Learned

What are the three most important lessons from this project?

Final Reflection

Every AI project should leave your organization with two outcomes.

The first is a measurable improvement in the work itself.

Saving time, reducing errors, improving quality, or creating a better experience for the people you serve.

The second is something even more valuable.

A stronger organization.

Each implementation teaches your team how to manage change, collaborate across departments, evaluate new technology, measure results, and continuously improve.

Those capabilities extend far beyond a single AI initiative.

As you complete future projects, you'll discover that your greatest asset isn't the technology you've implemented.

It's the knowledge your organization has gained through the process.

Successful organizations don't scale because they complete one AI project.

They scale because every project makes them better prepared for the next one.

Last reviewed:

This planning canvas is an educational project-development tool. It does not replace formal legal, regulatory, security, financial, procurement, or technical review.