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The largest reallocation of operating expense in a generation is happening in the wrong column of the budget. We are moving it to the right one.
The supply side has moved. The buyer side is following. The incumbent governance layer agrees. Read the receipts.
Tsai sized it. Huang named the verbs. The vendors closest to the dollars are reorganizing their P&L around the labor budget — not the software budget.
Agents are virtual knowledge workers that can perform many tasks people do today. When you consider the global economy is $110 trillion, with nearly $50 trillion tied to white-collar knowledge workers, you begin to see the scale of market potential.
The IT department of every company is becoming the HR department of agentic AI.
Headcount growth expectations are collapsing. Earnings calls are making the FTE-to-agent substitution explicit. The dollars are moving to a column that does not exist yet.
Klarna, Block, Citi, and Shopify have made the FTE-to-agent substitution explicit on earnings calls. AI infrastructure spend at small startups is replacing roles that would have been hires three years ago.
The IT line is not the cause of the problem. Most companies catch the spend there because they have nowhere else to put it. The
The category leader of the layer that was supposed to catch this spend is conceding that the spend is leaving their category — for a category that does not exist yet.
of SaaS spend in their dataset. Their #1 prediction names AI
AI usage must be tracked
Zylo, 2026 SaaS Management Index — Gartner Magic Quadrant leader for SaaS Management. Their commercial model depends on agent spend staying inside the SaaS category. Their public position is that it is not.
The question your board will ask in two quarters: who is doing the work, and how is the composition trending against the plan? Click each system below and see what comes back.
By the time the hire — or the non-hire — shows up in Workday, the workforce decision has already been made somewhere else. The system of record is downstream of the decision you need to govern.
AI agents are labor. The spend is labor spend. The decision to deploy one is a workforce decision. The governance layer for that decision is not Workday, not Pigment, not Ramp, not Zylo, not your IT ticketing system, and not the slide your VP of Engineering puts together once a quarter. It is a category that did not exist before and exists now. It sits
They came to us for the human side. They are now in active conversations with us about the digital side, because the same governance gap is showing up inside their walls.
None of what comes next requires buying anything from anyone. Build the discipline before you have to defend it under pressure.
Cursor seat. Harvey license. Decagon deployment. Route the decision through whoever owns the workforce plan — not whoever owns the IT budget. The decision is
Show me workforce composition this quarter, including agents. Show me the trend against plan. If neither team can produce the answer, the gap is not their fault — nothing in the stack was built to produce it.
When a CEO talks about agents replacing roles, do not file it under technology. File it under labor. They are telling you what happened to their operating expense line. Read it that way.
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