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The Courage to Codify

The hardest shift in professional services is writing down what lives in senior partners’ heads and building it into something that scales. Nothing about it is technical.

Shawn Yeager
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A partner’s rate is the price of knowledge the firm doesn’t own. The firm doesn’t have it written down, so it can’t bill that knowledge unless she does the work.

CB Insights, in a report on the future of professional services, named the requirement: to move from bespoke to scalable, firms must have the “courage to codify their knowledge.”

Once that judgment is written down, the firm still has it after she leaves.

What codification means

Every professional services firm runs on knowledge that lives in people’s heads. A senior partner knows how to structure a deal because she has structured 200 of them. A tax advisor spots the risk in a filing because he has seen that pattern before. A consultant asks the right question in minute three of a client meeting because 20 years of work taught him which questions matter.

That knowledge is the firm’s most valuable asset, and the most fragile, because the people who hold it walk out every evening, and they retire. It also can’t scale. It’s locked inside individuals, which is the same problem that keeps advisory work stuck in senior partners’ heads.

Codification means writing it down. The firm embeds the judgment calls and the decision frameworks in systems that can deliver that knowledge without the specific person who holds it.

It feels like giving the rate away.

Why it feels threatening

Senior partners built their careers on being the people who know. Billing rates, authority, standing in the firm: all of it is tied to expertise other people don’t have. Asking them to write that down feels like asking them to make themselves replaceable.

She stops doing every deal herself and starts designing a productized service other people can run.

Who has already done it

Garfield.Law, a UK firm, delivers legal services entirely through AI. It prices per document and bills no hours, and a regulator approved the model. The expertise that used to require a solicitor sitting across the table now runs through a platform, at a price that opens markets the traditional model could never reach.

At BDO Australia, an accounting firm, national digital leader Nick Kervin has said that using AI to find efficiency in the existing business hits a ceiling of 25–40%. The work after that ceiling is writing the knowledge down.

McKinsey’s internal knowledge platform, Lilli, is used by 72% of its 45,000 staff. Every consultant can reach what the firm knows without needing the senior partner who originally knew it.

Garfield.Law and McKinsey both built the knowledge into something that doesn’t depend on one person to deliver. In consulting, this is the shift from bespoke projects to scalable, codified expertise.

The moat

Competitors can hire similar people and buy the same AI tools. They can’t copy 20 years of pattern recognition once it’s embedded in a proprietary system.

Buyers price that system as a different asset than individual expertise, which is how you change what the firm is worth. A contract-intelligence system trained on thousands of a firm’s own engagements gets better with each new one. Attorneys doing the same work by hand improve at the speed a person can learn, and what they learn leaves with them.

If AI handles the grunt work that trained your future partners, the reps that used to build judgment are gone. A codified system is where the next generation learns, by reviewing work the system already drafted.

The tools to put that knowledge to work already exist. Using them means a partner gives up being the only person who knows.

Once the knowledge is written down, the firm takes on more work without hiring at the same rate. The system improves with every engagement. Everyone else still improves one engagement at a time, at the speed of the people who hold the knowledge.

What gets in the way

Partnership economics is the first. Telling a partner she becomes the person who designs how the work gets done only works if the firm counts that work. Where partnership status is tied exclusively to individual billings, partners won’t take the ask. Where the design of scalable offerings counts alongside individual delivery, they will.

The second is the “it’s different every time” objection. Every client is different. Every engagement is unique. That’s partly true. Study the actual work, though, and the intake, the document pass, the first-cut analysis, and the status update recur even when the recommendation at the end is unique. The genuine judgment and contextual decisions are what senior people should spend their time on once a system handles the rest.

The third is short-term revenue. Codification requires investment before it generates return. Partners need to spend time extracting and documenting their knowledge instead of billing. In firms where every hour is measured, that time lands on the P&L as a cost long before it shows up anywhere as a return. Only a leader willing to make that case out loud gets it funded.

The associate’s first pass

A partner writes her decision framework down well enough that an associate can run the first pass. The partner reviews the exceptions. The firm owns that document.

What she hasn’t written down still goes home at six.