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The AI Guillotine: Cut the Ballast Before You Automate the Business

By Sergei Ponomarev · July 16, 2026

The AI Guillotine: cut the ballast before you automate the business.

Do you really know which business processes should be automated?

Before implementing AI, companies usually ask: "Which process can we hand over to AI?"

But the first question should be different: "Does this business process still need to exist at all?"

There is no point in digitizing ballast. You need to get rid of it.

I call this the AI Guillotine. It is part of business process diagnostics before AI implementation.

First, we cut off everything unnecessary: duplicated, outdated, excessive, and inefficient processes.

Only after that do we look at what can be handed over to AI, what should remain with employees, and what should be rebuilt as "employee + AI."

Why does this matter?

Because AI does not eliminate excessive processes. It simply makes them faster.

The AI Guillotine is not something I invented out of thin air.

I once took part in similar work for a municipality. As a result, we managed to reduce the total delivery time across 105 municipal services by 513 days, and eliminate 6 services completely.

Back then, it had nothing to do with AI. But now I see that the same logic works perfectly for preparing companies for AI implementation.

The idea is simple:

  • Do not automate ballast.
  • First, cut off what is unnecessary.
  • Then give AI what can genuinely work faster, cheaper, and better.

If you are thinking about implementing AI in your company but are not sure where to start, I can run a free initial diagnostic for you. Together, we will look at where you have chaos, duplication, bottlenecks, and real potential for AI.

Write to me, and I'll run an AI Guillotine for your company.