How the work gets made.

Five stages. The same five whether the engagement is a retainer, a single campaign or a packaging structure.

01 / Stages

01

Frame

Start with the commercial problem, not the deliverable. What the work has to do decides what it looks like, and briefs usually describe a symptom.

02

Position

Fix the claim before the craft. One sentence the brand can hold, and a reason to believe it. Everything downstream is an argument for that sentence.

03

Direct

Set the visual system. Colour, type, structure, frame. Enough direction that production has no guesswork left in it.

04

Produce

Make it. Generative AI carries concept visualisation, mock-ups and a share of the final assets, which is what makes the cycle short.

05

Hand over

Ship the files and the rules that keep them consistent afterwards. A system nobody can apply without me is an unfinished system.

02 / Where AI sits

Integrated across production since 2025.

Concept visualisation, mock-ups and final delivered assets, applied on live commercial projects for paying clients. It compresses the concept-to-approval cycle. It does not lower the standard the client signs off against.

What it is not is a replacement for direction. Deciding what to make, and judging whether it is any good, is the part that does not automate. The tools moved where the hours go, not who is accountable for the result.

20+

Tools evaluated
and stress-tested

23

AI films produced
and published

23,000

Views, best
performing film

3

Tier curriculum
designed and built


Core toolchain

Claude, incl. Claude Code ChatGPT Google Gemini Higgsfield Recraft

03 / Engagement

Fractional, part-time, or per project.

Lean teams get senior creative leadership and practical AI capability without the cost of a full-time hire. The Seiko engagement ran exactly this way: embedded in the client's marketing team, monthly, for as long as it was useful.

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