From a 40-Minute Client Call to a Working Interactive Prototype in Hours (5x Faster with AI Agents) Going from an initial client briefing to an approved wireframe usually takes 3 to 7 days of manual note-taking, layout debates, and generic copy. In this video, I walk through my exact 3-phase workflow to cut that timeline down to a single afternoon using raw call transcripts and custom AI agent Descript MCP Workflow Instead of scrubbing through the timeline manually, I used the Descript MCP with an AI agent to instantly generate accurate YouTube timestamps, description and video titles directly from the project context — killing post-production busywork in seconds. YouTube Video Link: https://youtu.be/lI3sCyUabHQ Descript Video: https://share.descript.com/view/7AlW3niOPfx Descript MCP Session Workflow: https://www.loom.com/share/848564eb31074c43b8f0d2068460e1be (I used Google Antigravity, which doesn't have a shared chat option)

the blue prototype card looks cool

This was one of the most fun AI projects I’ve worked on lately.

For Tecnofas, we created a full clay-style animation, literally building the visual language around that handcrafted, stop-motion look, but produced with AI.

The video above is a compilation of some of the scenes we developed for the project.

The creative challenge was to explain a very technical difference in a way that felt simple and visual: comparing a traditional retrofit construction process with a ventilated façade system, which can reduce the number of workers needed on site by up to 60%.

Tecnofas is the kind of client that really enjoys experimenting with new visual languages, so we had a lot of freedom to explore the concept, test ideas and push the AI workflow beyond a standard corporate animation.

That freedom made the process especially enjoyable. Instead of using AI only to make production faster, we used it to create a visual style that would probably never have been the obvious choice for this kind of industrial communication.