The Business Engineer

The Business Engineer

The Agentic Work Unit

The Economic Software Primitive for AI

Gennaro Cuofano's avatar
Gennaro Cuofano
Mar 02, 2026
∙ Paid

For over two decades, the fundamental unit of SaaS value was the human user. Software was priced per seat because every unit of software consumption had a human behind it. Procurement budgets tracked headcount. Revenue forecasting models tied software spend to hiring plans. Net Revenue Retention assumed that more employees meant more software revenue. The entire $600B+ SaaS industry was denominated in humans.

That denominator is now changing.

Salesforce’s Q4 FY26 earnings revealed a company processing 19 trillion tokens, delivering 2.4 billion Agentic Work Units, and running 29,000 agent deals, all in parallel with a traditional seat-based business serving 150,000+ customers. The 50/50 split between SKU upgrades (seats) and consumption credits (work units) isn’t a transitional artifact. It’s the shape of a new equilibrium.

Salesforce & The Agentic Cannibalization

Salesforce & The Agentic Cannibalization

Gennaro Cuofano
·
Feb 26
Read full story

But the AWU isn’t just a Salesforce metric. It’s the first serious attempt by a major software vendor to define what replaces the per-seat model. The question the entire industry must now confront: if the user of your software is an agent, not a human, what is the unit of value?

This analysis examines the AWU as a structural economic shift, not whether it works for Salesforce, but what happens when the denominator of the software industry changes from humans to work output.


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