The name gets misread if you only hear the first half. In-Seat AI sounds like a tool, a seat licence, another thing that gets bolted onto the side of the business.

That is not the point.

In-Seat AI isn't zero people. It's zero new hires.

The account director stays the account director. The brand lead stays the brand lead. The producer stays the producer. The install gives that operator the agents they would otherwise have to recruit, onboard, brief, chase, and manage.

// The simple version

Same person. Same seat. More production capacity around the judgement they already bring.

The methodology is the credential

Domanski.AI does not sell a generic AI project. The published methodology is the proof that the work has a shape. It has a way to start, a way to hold context, a way to produce work, and a way to refuse weak output.

That matters because most buyers have already seen the other version. A tool gets adopted for a week. A pilot gets a dashboard. A vendor leaves behind a workflow nobody owns. The business technically bought AI, but nobody's morning changed.

In-Seat AI starts with the morning. One person. One role. One workflow with enough repetitive weight that an agent can take it without taking the judgement away from the operator.

The four layers

The method has four layers, written in operator language rather than engineering language.

  • Direction solves the problem of knowing how to set the work up.
  • Memory solves the problem of losing the thread between sessions.
  • Production gives the agent the repetitive work around the operator's judgement.
  • Proof gives the operator and the stakeholder a receipt they can inspect.

Those layers are not decoration. They are what keeps the system from becoming one more chat window with a heroic prompt at the top.

The install is the product

The buyer does not need a lecture on the future of work. They need the person who owns the workflow to walk out with something they can run tomorrow.

That is why the Founding Workshop matters. It puts the work in the room. The prototype runs on the client's own material. The evidence gate fires in front of the people who would have to trust it later. Then the 1:1 Role Install takes the highest-leverage seat and builds the agent into that operator's hands.

The method is open. The execution is paid for. That is the split.

Read the deeper technical version on the methodology page, or see the pattern in the Mack Brands workshop.