KForum
6 min read

Multi-model workflows, handoffs and human judgment.

Published in KForum / Bureaubiz, 2026.
A column on how AI changes creative work when multiple models take different roles — and why clear handoffs, stop rules and human judgment matter more as the workflow becomes more complex.

LET'S TALK

Good work starts with a clear direction.

I work with brands, agencies and teams when the challenge is still unclear, the direction needs sharpening or the work needs a stronger idea behind it. That can mean creative strategy, concept development, brand narratives or AI-enabled creative direction.

LET'S TALK

Good work starts with a clear direction.

I work with brands, agencies and teams when the challenge is still unclear, the direction needs sharpening or the work needs a stronger idea behind it. That can mean creative strategy, concept development, brand narratives or AI-enabled creative direction.

LET'S TALK

Good work starts with a clear direction.

I work with brands, agencies and teams when the challenge is still unclear, the direction needs sharpening or the work needs a stronger idea behind it. That can mean creative strategy, concept development, brand narratives or AI-enabled creative direction.