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The commercial Frankenstein: why your sales aren't predictable

(And it's not the talent's fault.) The most liberating structure diagnosis a CEO can get after believing their problem was about people.

Verónica Martínez6 min readUpdated Jul 2026

There's a scene that repeats in almost every B2B company that sells well but below its potential. The CEO looks at the quarter's numbers and can't understand why they don't add up. The team works hard. There are good reps. Deals close. And still, growth isn't predictable: some months a lot comes in, others almost nothing, and nobody can fully explain why.

The usual reaction is to look for a culprit among the people. "I need better reps." "This one isn't cutting it." "We have to motivate the team." It's almost always the wrong diagnosis. Because the problem is rarely the talent. The problem goes by another name.

The enemy has a name

The enemy is called the commercial Frankenstein: five or six tools and functions hand-stitched together that don't talk to each other and depend on specific people.

Look closely and you'll recognize it. A CRM someone half fills in. A spreadsheet with the "real" forecast, the one that isn't in the CRM. A prospecting tool over here, an email tool over there, each rep's LinkedIn doing its own thing. The important conversations live in the head of whoever had them. The knowledge of the big account goes on vacation when its rep does. Every seller has their own method, their own idea of what counts as an opportunity, and their own way of telling you how things are going.

It's not a system. It's a stitched-together monster: loose parts, joined with human effort, that work as long as the right people are there and pushing. The moment one piece fails — someone leaves, someone gets overloaded, someone drops the ball — the result suffers and nobody knows exactly where it broke.

Why it's not a talent failure

Here's the idea that changes everything: it's not a talent failure. It's a structure failure.

You can have the best reps on the market. If each one works their own way, with no shared process, no reliable data, no forecast with judgment, and no leadership governing it, their talent doesn't accumulate: it evaporates at the end of each quarter and you have to start over. The effort is real; what's missing is the system that turns it into a repeatable result.

That's why the commercial Frankenstein is so hard to spot from the inside. Since everyone works hard and some deals close, it looks like the engine is running. What you can't see is how much of that result depends on luck, on the hero of the moment, and on nothing breaking this week. Predictability — knowing what's coming in and why — is exactly what a stitched-together monster can't give you.

Companies don't fail for lack of talent. They fail because the talent works without a system.

The three signs you have one

You don't need an audit to suspect it. Three honest questions usually do the job:

Can you predict next quarter's revenue with real judgment?

If the answer is "more or less" or "depends how it goes," the forecast isn't a system: it's a hope. A mature sales function predicts; an artisanal one prays.

Would your company sell the same if your best rep were gone tomorrow?

If the answer is no — if there are accounts, relationships, or knowledge that would leave with the person — your result depends on individuals, not on a system. And what depends on people doesn't scale and can't be sold the day you want to hand over the business.

Does the whole team sell the same way?

If every rep has their own method, their own criteria, and their own way of describing the pipeline, you don't have a sales function: you have several one-person micro-companies coexisting under the same roof.

If you hesitated on any of them, that's not bad news. It's the most useful you'll read today: it means your current ceiling isn't about talent — the most expensive and hardest thing to change. It's about structure, and structure can be built.

From monster to system

The alternative to the commercial Frankenstein isn't "more tools" or "more pressure on the team." It's treating the sales function as what it is: an architecture — a system that can be repeated, measured, and scaled, and that doesn't depend on the right people being there to push it.

That means a few things, none of them magic: a defined and shared ideal customer; a common way of selling, written down and trained; a pipeline with clear stages and criteria; a forecast built with method on reliable data; a stack that behaves like a system and not like six islands; and leadership that governs it with cadences and decisions. That discipline — turning noise into structure — is what we call Revenue Architecture.

It doesn't happen in a week or by buying software. But it starts in a very specific place: seeing the monster clearly. Putting a name to every seam, knowing which ones hold and which are the ones breaking predictability.

THE FIRST STEP IS TO MEASURE IT

How much of your sales function is system, and how much Frankenstein?

The Revenue Readiness Score™ tells you in three minutes — and where to start stitching it right. No sign-up to see it.

Verónica Martínez · author

25 years building B2B sales functions from scratch and dismantling other people's Frankensteins. The term isn't an insult to the team: it's a structure diagnosis — the most liberating one a CEO can get after believing their problem was about people.

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