How one marketing director and two AIs did the work of a digital agency for StartArt, an art residency in Portugal: strategy, design, code, publishing and measurement, with no developer.
StartArt had a great experience, rated 4.9 out of 5 across 112 reviews, and a website that did not sell it: conflicting prices, no clear way to book, campaigns without reliable measurement, and no technical team.
The team was one marketing director, ChatGPT for creation and Claude for strategy and code. One rule: the AI proposes and executes; the decision is human.
Before a single page, three decisions: what we sell, to whom, and the story the brand tells.
From the first read of the old site to the ads running today, the AI did most of the work in between. The human set the direction and made every call that mattered.
Every page traces back to an input: the offer, the personas or the story.
The human hours went into understanding, design and optimization; the tokens into instrumenting and publishing. The scarce resource is not the technology. It is the judgment of whoever directs it.
Input quality sets output quality. Without clarity on business, customer and brand, AI only makes the mistake faster.
The human directs; the AI executes. The edge was knowing what to ask, judging the result and saying no.
Each AI has a role. Building the AI team is a management decision.
Converting is still the hard part. Building got fast. Knowing what drives sales still needs rigorous measurement.
If one director and two AIs can do the work of an agency, the question is not who builds it. It is who owns the offer, the customer and the story.
