Most AI tools charge by the seat. It sounds reasonable until you remember how regulated operations actually work: for every person doing the work, you have approvers, auditors, and reviewers making sure it's done right. Per-seat pricing quietly taxes all of them.
The Hidden Cost of Seats
Say a workflow needs two operators, but compliance requires three reviewers and an auditor who all need visibility into what the AI did. On a per-seat model, you're now paying for six seats to get two seats of work. And the more carefully you govern, the more you pay.
That's exactly backwards. Governance is what makes AI safe to use in healthcare, insurance, and benefits. Pricing that penalizes governance penalizes doing it right.
The Math
Illustrative numbers, so you can run your own.
Take a per-seat AI tool at $150 per user per month. Your workflow needs two operators, so the work itself costs $300 a month. Now add what compliance actually requires: three reviewers and an auditor, all of whom need to see what the AI did and sign off on it. Six seats. $900 a month, for the same two seats of output.
Your effective cost just tripled, and none of the increase bought you more work. It bought you permission to check the work. Scale that across five workflows and you're paying $36,000 a year in seats that exist only because you govern properly.
Now watch what happens when volume grows. On per-seat pricing, more throughput usually means more reviewers, so cost climbs with your diligence. The better you govern, the worse the deal gets.
Run the same scenario usage-based. The two operators, three reviewers, and auditor all cost zero. You pay only for the runs the agents complete. If the agent handles 10,000 items a month, your bill tracks those 10,000 items, whether one person reviews them or six people do.
The better you govern, the worse the per-seat deal gets. Pricing that penalizes governance penalizes doing it right.
A Usage-Based Alternative
That's how we price: on the work the agents actually do, not the number of humans watching. Every human seat, whether operator, approver, auditor, or reviewer, is free. You add as many reviewers as compliance demands without changing the bill.
Your cost tracks the value the AI produces, not the size of your oversight team. As you scale review, your cost per unit of work goes down, not up. Adding a second auditor before a regulatory review costs nothing. Tightening to review-everything mode while a new workflow earns trust costs nothing. The pricing never argues with your compliance team.
It Pairs With Ownership
Usage-based pricing only matters if you're not locked in, so we pair it with ownership: the agent we build is yours, in open formats, free to export anytime. The platform is the only thing you rent, and the contract guarantees the exit.
No seat tax, no hostage data. You pay for work done and you keep what you build.
See how usage-based pricing changes the math on your workflow, or talk to us about an assessment that credits toward your build.
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