Contents · 6 min read
01 / 05 · The choice
What are you really deciding?
In short
A detailed build bid can look like progress even before your team has chosen what the work is for.
You are in a leadership meeting with a detailed build bid in front of you, but when each leader writes down the one change AI should make worth the spend, the notes point to more than one aim. The tasks look clear, yet your team has not chosen what the work is for.
The first talk often shows each firm's role. As How to choose an AI consultancy explains, a build firm asks about your systems. A strategy firm asks what your customers pay you for.
Run that exercise for real before anyone signs, and compare the notes before the group turns different choices into one vague compromise.
If the notes point to more than one aim, you lack a clear build brief. Your team still has a choice to make.
Moving fast makes sense, but first agree on what you will fund. If your team cannot do that, the work must start with strategy.
02 / 05 · Strategy first
Why must strategy come first?
In short
An implementation specialist works from the scope set by management. Technical scope cannot settle a management choice that your team has left open.
A build firm can ship the tool you set out. That is a real strength, and you need it once the brief is clear.
But management must still choose which business change to fund. That decision determines which work receives money and which proposed work waits, so your leadership team must make it.
Strategy starts with what your customers pay you for, while implementation starts with the systems needed for the build.
The split matters because a good tool can serve the wrong aim. The tool may work, but the business change your team meant to make may not happen.
AI implementation specialists build what you specify, so management must make the business choice before handing over the brief.
The next step is to decide what the strategy partner must help management choose.
03 / 05 · Business change
What should strategy help your team decide?
In short
A strategy partner should help management make one choice: how AI changes what customers pay for and which change deserves funding.
Start with your customers because that is where the choice gets its point. Write down what they pay you for, then ask what AI has made cheap or fast.
Name the change
State what will change for your customers or how your company will compete. Tie it to what your customers buy.
Pick the change
Compare the moves and choose one your team is ready to fund. Leave the rest alone for now.
Write down what your company will not fund now. Know What You'd Kill says a team with no clear choice should not start with a build plan.
Your team owns the choice because it will fund the move. It must also accept that the other proposed changes will not receive funds now.
Once you make that choice, test if it is ready to build.
04 / 05 · Build gate
When is the work ready to build?
In short
A business choice alone does not tell a build team how work should change. The handoff must show the workflow and name the person who owns it. It must also state what should improve and how the company will limit and check the work.
| Still a strategy question | Ready for implementation |
|---|---|
| Business change: More than one aim still seeks funds. | Business change: Your team has picked one change to fund. |
| Workflow: The new way of work is not clear. | Workflow: The work to be changed is clear. |
| Owner: No one person is in charge of the change. | Owner: One named leader owns the work. |
| Expected value: The team cannot state what should improve. | Expected value: The owner can state what should improve. |
| Limits and checks: The limits and checks are not set. | Limits and checks: The owner can state the limits and checks. |
If any row is still on the left, use strategy to settle it before the build starts.
The workflow must show how the work will change because that is how the build team can tell whether the tool serves the chosen business change. Connecting systems will not settle a work plan that management has left open.
The owner matters because the build will change real work. One person must approve the aim and judge the result.
Once the handoff is complete, it is time to hire an implementation team.
05 / 05 · The handoff
When should you hire implementation capacity?
In short
Hire implementation capacity when the team can plan the tool without being asked to choose the company's direction. If the brief still leaves that choice open, keep working on strategy.
From here the build team's job is to turn your chosen workflow into a working tool. If one firm covers both roles, that can save a handover, but make sure your company owns the tool it builds.
Use this handoff in your company:
Have management choose the change and name its owner
Write one line on the business change your company will fund and name the leader accountable for it.
Have the owner set out the workflow
Show what will change and who will do it.
Have the owner state the expected value
Write what should improve if the build works.
Have management set the limits and checks
Agree the limits and checks before the build starts.
Give the brief to the build lead
Let that team plan the tool from the choice your team has made.
Test one proposed build against this handoff checklist with your team. The result tells you whether to hand the brief to a build firm or keep working on strategy.
The next decision
If strategy work remains after the review, settle the business choice before you fund the build. GRAIL's three-step program starts with three workshops for your management team. You use AI hands-on and build custom AI agents for each leader. The workshops also produce a ranked roadmap of opportunities. That work gives your team a clearer basis for choosing what deserves investment before implementation begins.
Three to four weeks, three workshops with your management team: hands-on use of AI, custom AI agents for each leader, and a ranked roadmap of opportunities. Fixed fee, and no IT project to get started.
Questions CEOs ask about this
Do we need an AI strategy partner or an AI implementation partner first?
Start with an AI strategy partner if your leadership team cannot name one business change worth funding; choose an implementation partner first only when the brief and its owner are clear. A detailed build bid may feel like proof that you are ready to move, but it cannot make the management choice behind the work. Your decision is whether to settle that choice or hand over a clear brief.
What evidence shows that our strategic priorities are clear enough to build?
Your team can state one business change in a plain line. The workflow is clear and has one named owner. That owner can state what should improve. The owner can also state which limits apply and how the result will be checked.
Can an implementation partner make the portfolio choices for us?
It can make tech choices within the work you set. The choice of which change gets funds stays with your team because it determines which work receives money and which proposed work is delayed.
When should workflow redesign precede systems integration?
Redesign the work first when the workflow or owner is unclear. Do the same if the team cannot state what should improve or which limits apply. If the owner cannot say what work will change, linking systems starts too soon.
What should the handoff between strategy and implementation contain?
Start with one line that names the change you chose, then add the clear workflow and its named owner. State what should improve, followed by the limits and checks.
When is one firm covering both roles advantageous?
It helps when the firm can carry a clear brief into a working tool that you own. Use the handoff checklist before implementation starts, and make sure your company owns the result.
Founder, GRAIL
Johan has spent fifteen years in management consulting and executive leadership, including as Chief Product Officer of a SaaS company. He founded GRAIL to help European leadership teams work out what AI changes at the core of their business. He is the author of The Execution Revolution and the host of the ThinkRoom podcast.
Related reading
Sources
- How to choose an AI consultancy: when to buy help with the choice and when to buy a build. (accessed October 29, 2026)
- What is AI consulting: why the key split is where the work starts. (accessed October 29, 2026)
- Technology and digital commercial director briefing: why build firms make what the client sets out. (accessed October 29, 2026)
- GRAIL vs the alternatives: how management work can lead to a tool the client owns. (accessed October 29, 2026)
- Know What You'd Kill: why a clear choice must also say what the company will leave alone. (accessed October 29, 2026)
Next scheduled review: January 29, 2027