A question went around Threads this week. Someone had chatted with two consultants about their projects — one optimizing the cookie production line for a local bakery, one improving efficiency at a nuclear power plant — and couldn't work up the nerve to ask the obvious question:
Why do serious industries hire people who are not industry experts — people who crash-course the domain in days or weeks — to tell them how to run better? Is the outsider's "unique perspective" actually a thing?
The comments did what comments do. Consultants see the macro picture. Consultants bring innovative thinking the industry lacks. Consultants are the white knights who ride in and turn the whole battle.
Pretty packaging. Too many movies. Almost none of it is why the invoice gets signed.
TL;DR: Ninety percent of consulting value is not what's printed on the label. The advertised product — outside perspective, innovative thinking, the macro view — is mostly wrapping paper. What actually changes hands comes in five kinds: capability, spine, pattern, bandwidth, and insurance. Buyers who can't tell the kinds apart pay for the movie. And in the AI era, two of the five are dying — so the kinds you buy matter more than ever.
I am James, CEO of Mercury Technology Solutions, Hong Kong — 12 September 2026. I sell consulting for a living. So let me do the thing consultants supposedly never do: tell you what you're actually buying.
There's a Chinese saying for this industry: 外行看熱鬧，內行看門道 — amateurs watch the show, professionals read the method. The question above is the show. Here's the method.
The movie version consultants sell
The myth is the lone genius who sees what insiders can't. The industry veterans are blind, the outsider walks in, tilts his head at the production line, and saves the company.
This survives because it's flattering to both sides. The consultant gets to be the wizard. The client gets to believe their problem was a puzzle, not a failure — nobody at the nuclear plant missed anything, they just needed fresh eyes. Everyone's dignity survives the meeting.
Reality is less cinematic. Nobody serious lets a twenty-six-year-old who speed-read a binder near the reactor. Nobody's cookie recipe gets reinvented by a spreadsheet. When consulting actually works, one of five very unsexy things just happened.
The five kinds of consulting value
1. Capability. The consultant holds a capability the client cannot build or hire fast enough. The bakery doesn't need a cookie expert — it needs someone who can instrument a production line, model throughput, and has done it fifty times. The client is not renting an opinion. They are renting a machine they don't own. This is the honest kind, and rarer than advertised.
2. Spine. The most common kind nobody names: the consultant says the thing the internal champion cannot survive saying. Everyone inside the building already knows the regional VP's pet project is bleeding money. The person who says it out loud gets their career shortened. The consultant says it, takes the political damage, and leaves. You are not buying analysis. You are buying a messenger who can be shot.
3. Pattern. Not "fresh perspective" — density of sightings. The client has seen their own problem once. The consultant has seen the same problem at fifty companies in twelve industries and knows which three fixes fail and why. There's nothing mystical about the outsider's eye. It's a bigger sample size. A GP isn't smarter than you about your body — she's just seen ten thousand coughs. (The AI has now seen ten million. More on that below.)
4. Bandwidth. Sometimes the client knows exactly what to do and doesn't have the hands. No mystery, no perspective, no innovation. A competent crew, deployed fast, gone when done. This kind is honest labour and gets dressed up as strategy because nobody wants to pay strategy rates for hands — so the invoice gets a story.
5. Insurance. The decision was made before the engagement started. The partner's logo exists so the board deck can say "advised by" when it goes wrong. Nobody got fired for hiring the big name. This is the oldest kind — the condottieri of Renaissance Italy sold the same product to city-states: not just soldiers, but a name that made the war council look prudent. Half the consulting industry runs on this fuel, and it's the kind most allergic to daylight.
Ninety percent of the time, the value is one of these five. The macro-perspective innovation wizard is the poster, not the film.
Which kinds die in the AI era
Here's the part the industry doesn't want to say at the conference. The SEO agencies ran this same movie for a decade — audit decks, manufactured mystery, magic eyes for Google — and the honest ones were selling capability and spine all along.
Capability and pattern are getting commoditized. The analysis factory — benchmarks, market scans, process maps, the fifty-slide deck — is exactly what AI agent systems do in hours now. An AI model has ingested more patterns than any partner alive. If your value proposition is "we produce analysis," you are competing with ChatGPT at milliseconds.
Spine, insurance, and accountable bandwidth survive. No AI agent takes the political bullet for the VP. No AI model's name reassures a board. And somebody still has to sign their name to the consequence — to own the bridge between the AI's answer and the human who must act on it. That accountability layer is not a feature you can download.
This is why Mercury sells systems, not slides. When we run a generative engine optimization (GEO) audit across ChatGPT, Gemini and Perplexity, or build an AI agent bridge into an ERP, the client isn't buying our opinions about their industry. They're buying capability that stays deployed after we leave — and a name on the consequence while we're there. The first kind plus the fifth, engineered. The rest of the invoice is theater, and I'd rather not sell theater.
What to ask a consultant before you sign
If you're the buyer: one question cuts through every proposal. Which of the five kinds am I buying? Force the answer into the open. If they can't tell you, you're paying for the packaging. (Ask the SEO industry how that ends.)
Buying capability? Ask what they can run that you can't — and what stays running after they leave.
Buying spine? Be honest with yourself that that's the product, and price it accordingly.
Buying insurance? Fine — boards are boards. Just don't pretend it's strategy.
If you're the consultant: stop selling the movie. The white-knight story is dying anyway — AI is eating the two kinds that made the mythology plausible. What's left is the part that was always real: a capability, a spine, and a name that means something when things go wrong.
Stop buying the outsider's magic eye. Start buying the kind you actually need.
Mercury Technology Solutions: Accelerate Digitality.
