Is your business AI-ready? A nine-question audit you can do in twenty minutes.
The single biggest predictor of whether an AI engagement will succeed is not the technology — it's nine specific things about your operation. We mapped them after seven failures and twenty-three successes.
- Most failed AI engagements fail for operational reasons, not technical ones.
- The nine questions below predict outcomes better than any tech-readiness checklist we've seen.
- Score yourself honestly. 7+ "yes" → ready. 4-6 → fix the gaps first. Below 4 → don't start.
If you are reading this you are probably about to spend a meaningful amount of money on AI automation, and you'd like to know whether your business is the kind where it works. We've done thirty engagements; seven that didn't go well in retrospect. Patterns across the seven were not technical. They were operational, almost without exception.
Here are the nine questions we now ask every prospective client. You can answer them in twenty minutes with a coffee. Score one point per honest "yes."
The nine questions
1. Can you name the three tasks that consume your team's mornings?
Off the top of your head. Specific tasks, not departments. If you can't, the repetition isn't visible enough to automate. Yes if you named three within thirty seconds.
2. Do those tasks happen at least fifty times a week?
Volume justifies engineering. Below fifty repetitions a week, the maths usually doesn't work. Yes if at least one of the three crosses fifty.
3. Is the data for those tasks in one place per task?
Not "in the company somewhere" — in one identifiable system or folder. AI cannot integrate what is scattered across seventeen WhatsApp threads. Yes if you can name the source for each.
4. Do you have someone in the business who could become the custodian?
One named person, not a committee. Operations, finance, HR — anyone who is curious, available for two hours a week, and willing to learn. Yes if you have one in mind.
5. Are your senior people willing to admit what they don't know?
Cultures where seniors must always be right are cultures where AI does not stick — because AI shifts what counts as expertise. Yes if your last management meeting included someone saying "I don't know."
6. Can you describe success in a single sentence with a number?
"Reply to fee enquiries within thirty seconds, 24×7." "Reduce GST mismatch review time from two hours to fifteen minutes." Vague success criteria produce vague systems. Yes if you have one ready.
7. Are you willing to start small?
One workflow. Eight to twelve weeks. Measure before expanding. Owners who insist on "everything at once" usually get nothing in particular. Yes if you can name your first workflow without naming a second.
8. Will your team tell you when it's not working?
If your culture suppresses "this AI thing isn't helping," the system will degrade silently and be abandoned in month four. Yes if your team has, in the last quarter, told you something you didn't want to hear.
9. Do you have twelve months of patience?
An AI agent is in production from week eight. It earns its keep by month six. It changes the firm by month twelve. Owners who want everything in eight weeks end up disappointed. Yes if you can commit to a twelve-month custodianship.
How to read your score
| Score | What we'd say honestly |
|---|---|
| 7–9 | Ready. Pick your first workflow and start. Almost any reputable practice will deliver value. |
| 4–6 | Fix the gaps before starting. The three to fix first are usually #3 (data location), #4 (custodian), and #6 (success metric). |
| 1–3 | Do not start. Spend a quarter on the operational substrate. AI on a chaotic foundation amplifies the chaos. |
The seven engagements we look back on as failures — five of them, the client scored 6 or below on this audit at the time. We took the work anyway. We do not, anymore.
If you scored 4–6, here is the fix
You are the most common case. The good news is that the fix is operational, not technical, and you can do it in a quarter without us:
- Pick one workflow.The one that hurts most.
- Centralise the data.Move it into one system — even a single shared Drive folder counts.
- Name a custodian.Tell them they're the custodian. Block two hours a week on their calendar.
- Write the success sentence.One line, with a number.
Do those four things, re-take the audit, and you'll be at 7+. Then call us, or anyone you trust.
Want us to audit your business against this list?
Free 30-minute call. We'll score you honestly and tell you which question is the bottleneck.
Book the audit ↗