What should operational due diligence cover for a founder-led company?
Operational due diligence on an owner-led company should show where work and decisions depend on the owner. Check key-person risk, authority limits, process documentation, data quality and weekly numbers. Then give each process an AI verdict: ready now, ready after fixes, or not advised.
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The five areas
| Area | What to check | Evidence |
|---|---|---|
| Key-person risk | Which customers, vendors, prices and approvals run through the owner | A week of the owner's calendar and inbox |
| Authority | Who can approve spend, discounts, refunds and hires, and up to what amount | A written authority matrix, or its absence |
| Process | Whether a new operator could run the top five processes from what's written down | Walk one real job through the written steps |
| Data | Whether customer, job and invoice records sit in one place and agree | Reconcile one month across the CRM, the job system and accounting |
| Rhythm | Whether the weekly numbers show up without anyone pulling them | The last eight weeks of the scorecard |
Questions to ask the owner
- If you were gone for two weeks, what would stop?
- Which customers only talk to you?
- What can your managers approve without asking you, and up to what amount?
- Which process would you hand to a new hire first? Is it written down?
- Where do you see last week's numbers, and who puts them together?
- When two systems disagree, who decides which one is right?
- Which decisions reached you this week that someone else could have made?
Red flags and what they cost
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. In an owner-led company, Bob is often the owner.
- The owner holds the key customer relationships. Revenue is at risk at the handover, and the deal needs retention terms. - No written limits. Every approval goes to the owner, so the owner's calendar is the company's capacity. - Processes live in heads. Each departure takes a process with it. - Two systems give two answers. The numbers in the model need a rebuild, and any AI built on them repeats the error. - No weekly numbers. Problems surface at month-end close, weeks after they started.
The AI chapter: a verdict for each process
Each process gets one of three verdicts. The rows below illustrate a services company; they aren't a finding.
| Process | Verdict | Why |
|---|---|---|
| Invoice reminders | Ready now | Written steps, clean invoice data, one person owns receivables |
| Scheduling and dispatch | Ready after fixes | The rules live in the dispatcher's head |
| Pricing exceptions | Not advised | Owner judgment with no written limit |
If the work can't go to a good operator without explaining it every time, it can't go to AI either. AI scales whatever's already there, so the verdict follows the first four areas.
First 100 days after close
The diligence map becomes the plan. Days 1–30: stabilize and map the decisions. Days 31–60: write the top processes and set limits. Days 61–100: run a weekly rhythm and pilot AI on one process marked ready now. The full sequence is in the 100-day operations plan.
In one engagement, $1.2M of $1.4M in overdue receivables was collected in three months, once one person owned receivables.
How it ties to SCOPE™ by Efficiency Sprint
We install systems in companies that make them run without owners and ready for automation. SCOPE™ by Efficiency Sprint places each company in one of five states: Stabilize, Codify, Ownership, Pulse and Engine. AI starts at Pulse. One method gives answers a portfolio can compare. More on the PE work: how we work with private equity. If you're the owner getting ready for a buyer, see how to prepare your company to be sold.
Find out where the company stands
Efficiency Sprint makes companies operationally ready for AI. The operational AI readiness check takes about two minutes and shows where a company stands.
Questions
How long does operational due diligence take?
It depends on access. The interviews are two hours with the owner and 15 minutes with each key person. The data tests take as long as access to the records does.
What is key-person risk?
The risk that revenue, decisions or know-how depend on one person. If that person leaves or steps back, the work stops. In an owner-led company, that person is often the owner. Map it in the decision authority matrix.
How is ODD different from financial diligence?
Financial diligence checks what the company earned. Operational diligence checks how it earns it, and whether that holds once the owner steps back.
Can AI potential change the price?
It can change the plan behind the price. A process that's ready now is work the company can hand off soon after close. One that needs fixes is a cost to scope in the first 100 days. Each verdict goes in the model as a scoped item.