Strategy  ·  7 min read

When Intelligence Is Free, What Are You Charging For?

AI made competent analysis nearly free. For firms that sell expertise, the premium moves to judgment, accountability and outcomes. The five-step repricing method.

By Mike Kohl, founder of Kohl Digital  ·  October 6, 2026

A buyer can now ask a machine to draft the market analysis, outline the strategy, review the contract and sketch the architecture, and receive something competent in seconds, at no cost. Any firm still billing by the hour for work like that should pay attention. Most are not yet, and that is the problem.

I watched this commoditization happen to software, and it happened fast. Whatever a skilled engineer could write from a specification in a week became a feature that shipped with the tooling. The engineers who did well moved up: from typing the code to owning the system and the result.

Every firm that sells expertise is facing the same shift. Information that was scarce is now abundant. The question is what is left to charge for.

The hour was always a proxy

Nobody ever wanted a block of consulting hours. They wanted the renewal rate up, the cost out, the system live, the risk removed. The hour stood in for the outcome because outcomes are hard to measure and hours are easy to invoice.

The proxy worked while information was scarce and professionals were the only door to it. When a model can produce the first draft of almost anything, the draft stops being the product. A firm that sells drafts is competing with something that costs nothing and never sleeps. A firm that sells results is competing with almost nobody, because few offer to be responsible for them.

What a machine still cannot sell

Three things survive the free tier of intelligence, and all of them sit outside the chat window.

Judgment with accountability. A model produces an answer. It does not stake its reputation, its contract or a phone call at 9pm on whether that answer fits your company's specific situation. Judgment without accountability is a suggestion.

Accountability over months. Information is a transaction. Results are a campaign. Someone has to notice in week three that the approach is not working, change it, and stay on the hook until the number moves. A chatbot does not lose sleep over your quarter.

A named person responsible for the result. That is the difference between advice and a partnership. Free intelligence gives you the what. It never gives you a person who is still there in month four when the plan has to change.

The repricing method: from hours to outcomes

Here is the mechanical shift.

  1. Name the result, not the service. Stop describing what you do, such as analysis, implementation and support, and write what changes for the client if it works. "400 hours of consulting" becomes "renewal workflow live across three product lines, with a 90-day measurement window."
  2. Bundle the whole path. An hour prices access. A fixed-scope program prices a result. Bundling forces you to know what done looks like, because you cannot sell "we will see" for six months of a client's trust and budget.
  3. Price the result, not your time. If a program reliably removes a cost or adds revenue, its worth is set by the value of that outcome. Stop backing into a price from your calendar and start from what the result is worth to the client, then work out what you can deliver profitably.
  4. Build in checkpoints that prove accountability. Outcome pricing works only when the client can see the accountability. A measured baseline at kickoff. A scheduled review at day 30 and day 60. A written adjustment when something is not moving. A free chatbot cannot fake these, so make them visible.
  5. Let the free tier feed the paid tier. Share what you know openly. A prospect who has already tried the free version and still has the problem is your best buyer. Generosity with information makes the outcome offer credible.

A worked model

These are illustrative numbers, so swap in your own. A services firm sells 400 billable hours a month at $250, which is $100,000 a month. Now it moves to fixed-scope programs: eight programs a month at $15,000 each, delivered in roughly 320 hours with defined checkpoints. Revenue becomes $120,000, and the effective rate becomes $375 an hour. The firm delivers fewer total hours, and each client gets a deeper relationship and a defined outcome.

The math changes because the price attaches to a result instead of a clock.

Why information becoming free raises the premium on judgment

There is a general principle underneath this. As the cost of information approaches zero, the value of the scarce thing next to it rises. When any competent analysis is a prompt away, the thing that stays expensive is knowing which analysis matters, which constraint to attack, and which recommendation to trust with real money.

That premium belongs to firms that built a method and put a name behind it.

What to change first

Pick your highest-volume service this week. Only one. Write the result it produces in plain language a client would use. Rebuild it as a fixed-scope program with a start, an end, a measured baseline and two checkpoints between. Price it against the outcome.

Ship that one repriced offer before you touch anything else.

This is also how Kohl Digital works: the Leverage Diagnostic prices the gap, the 30-Day Leverage Pilot delivers one working system, and the day-30 decision to continue or stop rests on evidence. It is the same repricing applied to ourselves.

Keep reading

See where this applies to your company.

The Leverage Diagnostic takes six minutes and returns a score, a priced gap, and the three moves that pay back first.

Take the Leverage Diagnostic