Led by Cape Town operator Paul Domanski, Domanski.AI builds practical AI systems for creative production: agents that help strategists, producers, account leads, studio managers and content teams move repetitive work out of the week while keeping judgment, taste and authorship inside the team.

The methodology is In-Seat AI. It is not about replacing people or adding another tool nobody owns. It is about giving each operator the agents they would otherwise need to hire, brief and manage.

The work usually starts with a leadership workshop, then moves into role-by-role installs for the highest-friction workflows inside the agency.