From an advertising thesis to an investable AI product

The founding thesis was promising but broad: smaller businesses needed better advertising without the cost and coordination of a full creative team. The product still had to prove what AI should generate and where human judgement belonged.

We led concept development, rapid prototyping, model integration and the technical foundations while working with the founders to turn product learning into an investable roadmap.

The startup moved from an idea to a funded product with a working technical base and a clearer view of the market, the user workflow and the role of AI in delivery.

• The broad thesis was narrowed into a defined product scope, with a clear split between what AI generates and what a person decides.
• Fundraising conversations rested on a working prototype and a defined roadmap rather than a pitch alone.

• Concept development and rapid prototyping came before model integration and infrastructure, so the product was grounded before it was scaled.
• The AI creative-generation idea was tested against real user workflow rather than shipped on assumption.
• Model integration sat on a defined architecture, so the platform could grow beyond the first prototype.