From AI idea to accountable decision, in one worked case.

Who it's for

You've been asked to lead, assess, or approve an AI initiative, and you want a method rather than a vendor pitch. This pathway is for:

• product teams creating solutions that use AI;
• transformation, AI program, and product leaders;
• enterprise, solution, business, and security architects;
• technology, data, risk, and operations leaders; and
• senior practitioners in smaller organizations who wear several of these hats.

No AI engineering, coding, or enterprise-architecture background is needed. If you plan work, run projects, or own a service, you have what you need.

What it isn't: prompt training, a tool tutorial, or a compliance checklist. It teaches the organizational decisions that sit around any AI tool.

What you'll be able to do

• Start from the outcome, not the tool. Frame an AI idea as a business decision with a clear objective, the people affected, and the next question to answer.
• Compare AI with the alternatives. Weigh an AI option against content fixes, guides, and people-based responses, and pick the one worth designing.
• Set boundaries that fit the stakes. Size limits, detection, and recovery to consequence, reach, and reversibility, without over-engineering low-risk work.
• Know what your organization needs to be ready. Pick the capabilities the case depends on, assess where you are, and name the gaps.
• Decide with evidence at every gate. Evaluate a candidate, read pilot results and full cost, and recommend whether to fund, redirect, or stop.
• Run it, change it, and retire it well. Accept a service into operation, respond when a provider or the evidence changes, and close it out cleanly.

The ten courses

Each course follows Example Retailer, a fictional company, one step further through the same case, then gives you decision cards to use on your own.

1. Frame an AI Adoption Case. Turn an AI idea into a business decision: objective, affected people, evidence, uncertainty, and the next decision to request.
2. Classify AI Work and Delivery. Separate the job AI does from how you'd obtain and control it, and the authority it may need.
3. Set Proportionate Boundaries. Use consequence, reach, and reversibility to set limits, and plan how you'll notice, respond, and recover.
4. Build the Capability Profile. Choose the capabilities the case depends on, set realistic targets, and document the gaps.
5. Select a Response Worth Designing. Compare AI with credible non-AI options and recommend the one to design next.
6. Design an Accountable Candidate. Design the candidate and a fair experiment, with clear owners, measures, and a response path.
7. Evaluate a Candidate for a Bounded Pilot. Compare test results against the objective and choose a bounded next step.
8. Use Pilot Evidence to Make an Investment Decision. Weigh pilot results and complete cost against other uses of the money: fund, redirect, or stop.
9. Accept an AI Service into Routine Operation. Use early operating evidence, incident readiness, and value to decide whether the service is ready to run.
10. Respond to Material Change and Retire an AI Service. When a provider or the evidence changes, compare repair, replacement, and retirement, then verify the transition.

Each course takes about 25–30 minutes and can be taken on its own, but they're numbered in the recommended order.

What's included

The complete pathway is $299, a one-time payment, and saves $191 compared with buying the ten courses separately.

• 12 months of access from enrollment. Go at your own pace and revisit any course during that time.
• A certificate for each course. Complete a course to unlock its certificate of completion, which you can download.
• Reusable decision cards for each step, ready to apply to your own case.
• 14-day refund. Not the right fit? Email info@sustainableevolution.com within 14 days of purchase for a full refund, as long as you haven't completed more than 2 of the 10 courses. See the Terms for details.

Frequently asked questions

Do I need a technical background?

No. The pathway is about organizational decisions, not building AI. If you plan work, run projects, or own a service, you're ready.

Do I have to take the courses in order?

No. Each course stands on its own, but the numbering follows the case from start to finish, so taking them in order makes the story easiest to follow.

How long does it take?

Each course takes about 25–30 minutes. Plan on a few weeks to work through the pathway; you have 12 months of access.

What happens after 12 months?

Your access ends. You can buy the pathway again if you'd like to keep using it. The decision cards you downloaded remain yours to use inside your organization.

Do I get a certificate?

Yes, one per course. Complete a course to unlock its certificate, then download it from the course.

Is the certificate an accredited qualification?

No. It confirms that you completed the course. It isn't an accredited qualification or a professional license.

Can I use the decision cards at work?

Yes, inside your own organization. You can't resell them or include them in training you offer to others without our written permission.

What if it isn't right for me?

Email info@sustainableevolution.com within 14 days of purchase for a full refund, as long as you haven't completed more than 2 of the 10 courses.

Can I try before I buy?

Yes. The AI Adoption Framework is free to read online or download, and the Pathway Companion is free with an account. Both use the same Example Retailer case.

I'm buying for a team. How does that work?

Use the team request form on this page or email info@sustainableevolution.com. Five learners get the complete pathway for $1,195.