Is my company ready for AI?
Your company is ready for AI when someone new could run the work from what's written down. Every recurring decision has one owner and a limit. The week's numbers show up without anyone pulling them. If the work still waits on the owner, AI will wait too. Fix that first.
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Five questions that tell you
- Could someone new run your top five processes from what's written down today?
- Does every recurring decision have one owner and a limit on what they can approve?
- Do you see the week's numbers without asking someone to pull them?
- Is your customer, job and invoice data in one place, and mostly clean?
- Could the owner be gone for two weeks without the team waiting on them?
Mostly no: fix the foundation first. AI scales whatever's already there. Mostly yes: start with one agent on one written process.
Why enterprise checklists don't fit an owner-led company
Most AI-readiness checklists were written for enterprises. They ask about a data platform, an IT team and an AI policy committee. Those are fair questions at that size.
In an owner-led company of 20 to 200 people, operational AI readiness is a different question. The rules live in one head, and every exception goes to the owner. No data platform fixes that.
What I see inside companies
Every company I walk into has the same three problems underneath. The rules live in people's heads. Everything waits for one person. And two systems give two answers to the same question.
Every company has a Bob. Somebody asks how we do something, and the answer is: "just ask Bob." If it lives in Bob's head, the AI will ask Bob too.
What ready looks like, in five states
SCOPE™ by Efficiency Sprint maps where a company stands:
- Stabilize: repair the basics.
- Codify: make the recipe clear.
- Ownership: people run it reliably.
- Pulse: AI watches and reports.
- Engine: AI acts within guardrails.
AI starts helping at Pulse and acts on its own at Engine.
What changes when the foundation is fixed
In one engagement, the sales pipeline went from $1M to $14.5M in three months, and $1.2M of $1.4M in overdue receivables was collected in the same three months. And 85% of our pilots stick.
Find out where your company stands
Efficiency Sprint makes companies operationally ready for AI. The operational AI readiness check is eight questions and takes about two minutes, with no email to start. You get one honest signal on whether your operation is ready to hand work to AI.
Questions
Do we need clean data before using AI?
Clean enough to trust, yes. AI reads the same records your team does. If two systems give two answers, the AI picks one, and you won't know which. Get customer, job and invoice data into one place first. It doesn't take a data warehouse.
Can a small business without an IT team use AI agents?
Yes. An agent needs written rules and a person who owns the stop, not an IT department. Every agent runs until it hits a gate a person still owns.
What should we fix first?
Whatever waits on the owner most often. Write that process down, give its decisions one owner with a limit, and only then hand it to AI.
How long does it take to become AI-ready?
It depends on where you start. A company at Stabilize has more to repair than one at Ownership. The readiness check shows which state you're in, and the work follows from there.
Is buying ChatGPT or Copilot seats enough?
Seats give your team a tool. They don't tell it how your company works. If the answers live in the owner's head, AI routes every question back to the owner, same as the team does.