AI Ready
Goal card, MethodKit for AI Readiness
Card 42 of 48 · MethodKit for AI Readiness
  • ThemePut to Use
  • CardCard 42 of 48
  • Questions5 to explore
Put to Use

Goal

Which task or problem the solution should fix

Before you can hand anything to AI, you need one sentence that says exactly what problem a first solution should fix.

Most AI projects drift because the goal is never quite pinned down. "Use AI to improve our customer experience" sounds meaningful but gives a tool nothing to work with. A goal that works for AI is specific: a task, a person who does it, and a result you can observe. The narrower, the better for a first attempt.

Think of the goal as a contract between you and the solution you are about to build. It tells everyone what counts as done and what does not. If you cannot write it in one or two sentences, the goal is probably still two or three different ideas that need separating first.

Readiness pays off here in a direct way. The more honestly you mapped your work, your dark context, and your setup in the earlier cards, the easier it is to spot a goal that is both real and reachable. The goal should come from that map, not from a wishlist.

Make it visibleWrite the goal in exactly one sentence using this frame: "A [person or role] needs to [do what], so that [result]." If you cannot fill it in without adding a second sentence, split the goal and start with the simpler one.

Why AI needs this

Each part of your work matters to AI in a specific way. Some of it is context a tool needs before it can help, some of it is work a tool can take on, and some of it is judgment that should stay with you.

Scope before build

AI cannot negotiate a vague goal into a workable one. What you put in front of it will be treated as the instruction, so the goal needs to be clear before anything runs.

A test for "done"

A good goal tells you when the solution has worked. Without it, you end up reviewing AI output with no way to say whether it is good enough to use.

Focus for iteration

When the goal is specific, a failure is a clue rather than a verdict. You know which corner of the solution to fix because you know what it was supposed to do.

Boundary for scope creep

A written goal also says what the solution is not for. That boundary protects a small, shippable first attempt from growing into something you never finish.

Questions to explore

Use these on your own or in a group. There are no right answers, only better conversations.

  1. Can you write the goal in one sentence that names the task, the person doing it, and the result you want?

  2. Is this a problem you experience yourself, or are you guessing what others need?

  3. What would have to be true for you to say the solution worked?

  4. How often does this problem actually happen, and how much time or effort does it currently cost?

  5. What is the smallest version of this goal that would still be worth solving?

Readiness traps

  • Vague goals feel safe because they are hard to fail against, but they produce solutions nobody can evaluate or trust.
  • A goal that tries to fix three problems at once will produce something that half-fixes all three and solves none of them well.
  • Starting from a tool you want to use rather than a problem you need to fix almost always leads to a solution looking for a problem.