The Business Engineer

The Business Engineer

The SaaS Migration Decision Tree

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Gennaro Cuofano's avatar
Gennaro Cuofano
Mar 07, 2026
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Before any migration strategy, you need to understand the structural force driving the migration. Not “AI is changing everything” — that is noise. The precise mechanism matters.

The unit of value in software is shifting from access to a tool to the completion of a task. This is not a metaphor. It is a billing event. When that shift is complete, every pricing model built on access — seats, licenses, named users — loses its economic foundation.

The proximate cause is the AI agent. Unlike traditional applications that are tools for a user, AI agents are the user — they plan, execute, and iterate on goals across entire workflows. An agent completing 2,300 support conversations per month does not occupy a seat. It calls an API. The phenomenon is now being called “seat compression” — a single AI agent replacing the need for dozens of software licenses formerly held by human employees.

The market has started pricing this in violently. Between February 3 and 5, 2026, approximately $300 billion in market value evaporated from the software sector. Software price-to-sales ratios compressed from 9x to 6x, a level not seen since the mid-2010s. This is not a correction. It is a structural repricing of an asset class whose underlying billing logic has been invalidated.

The companies that survive are not the ones with the best AI features. They are the ones that understand where durable value now lives in the stack — and have started migrating toward it.

This whole framework is based on our SaaS Migration Map.


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