When should an AI-infused role cost more?
Most AI skills are becoming the baseline. A few justify a premium. The mistake is pricing them all the same way.
Every services firm is adding AI to its roles, and most are now stuck on the same commercial question: if a consultant is AI-enabled, should the client pay more?
There are two camps, and both have a point.
The first says nothing changes. The client buys an outcome, not a toolset. AI is increasingly just another feature inside the platforms consultants already use, from ERP to procurement suites to office software. Technology has always evolved inside roles without anyone rewriting the rate card.
The second says scarcity should be priced. People who combine deep domain expertise with real AI capability are rare, the work is demanding, and the market pays for rare things.
Both are right about different skills
The mistake is treating “AI skill” as one thing. Some AI capability is quickly becoming the baseline every professional needs: using an assistant well, summarising, drafting, analysing with AI support. That deserves no premium, any more than spreadsheet skills do.
Other capability is genuinely scarce: judgement about where AI can be trusted in a high-stakes process, the design of agent workflows inside a regulated operation, the ability to combine platform depth with AI in ways a generalist cannot.
Four questions for any skill
To tell the two apart, I ask four questions of each skill:
- How soon will it be commoditised? If tools will make it routine within a year, it is baseline.
- How costly is a mistake without it? Skills that prevent expensive or irreversible errors carry more value.
- How deeply is AI fused with domain judgement? AI plus deep domain knowledge is scarce. AI alone is not.
- Does it transfer across clients? Skills that only apply in one narrow setting are harder to price as a premium.
Most AI skills fail these tests, and that is fine. The honest result is a small number of premium skills and a large, rising baseline.
Keep the ladder, price the role
The practical move is to leave the internal career ladder alone. Bands and role families inside the firm do not need to change. What changes is how a person is positioned on client work: the project role they play, and whether that role requires the scarce kind of capability. The premium attaches to the role on the engagement, not to the person’s title.
Three principles
- Do not relabel everyone. Calling every role AI-infused inflates the rate card until clients stop believing it.
- Prove it before pricing it. Eligibility should rest on delivered work, not on a certificate.
- Expect the premium to decay. This year’s scarce skill is next year’s baseline, so every premium needs a review date.
The firms that get this right will charge more for less of their workforce, and be believed when they do.