The Delegation Economy: Pricing Work That Nobody Watches

The first wave of AI helped people do work. The second wave takes work off their hands. The economics are not the same.

Agents now run for hours, call tools, hand work to other agents through open standards like MCP and A2A, and pay for things under a mandate. The unit of AI is no longer the prompt. It is the delegated task: a goal, a budget, a set of permissions and a deadline, handed to software that reports back when it is done.

Three things change when work is delegated

• Cost moves from headcount and seats to compute, oversight and exceptions.
• Risk moves from execution errors to authority errors: the agent did exactly what it was allowed to do.
• Value moves from activity to outcome, which is where pricing is heading too.

The new balance sheet of a workflow

Boards ask me how to tell whether delegation is working. I use four numbers. Delegation rate: the share of a workflow's volume completed without a human touch. Exception cost: what the remaining human interventions cost. Cost per outcome: fully loaded, including model spend and oversight. And authority incidents: actions that were permitted but should not have been.

In the delegation economy, governance is not a brake on value. It is the thing that lets you delegate more.

Where the margin goes

When a task costs cents to execute, the margin sits with whoever owns the mandate, the data and the customer relationship. Software vendors are already moving from per-seat to per-outcome pricing. Service firms that bill hours for work an agent can do will be repriced by their own clients. Operators who redesign the workflow around delegation, not around the old org chart, keep the difference.

A starting move

Pick one workflow with clear inputs, a measurable outcome and a tolerable cost of error. Write the mandate as if you were briefing a new hire: goal, limits, escalation path. Measure the four numbers for ninety days. That is how a company learns what it can hand over, and what it should never let go of.