Building an AI MVP: From Design System to Live AI PipelineBuilding an AI MVP: From Design System to Live AI Pipeline
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Most "AI MVPs" stop at Figma flats and dotted-line user flows.
I built a real one — design system, working frontend, live AI pipeline, published output — in days.
Kryscapes is a travel advisor's co-pilot. She records a voice note about a trip. The system writes a polished editorial guide — hotel block, affiliate items, SEO meta, social captions. She edits in place. Hits publish.
What's inside the case study: → PRD + DESIGN.md that scoped the build → Brand → Alias → Map token cascade in code → Three Supabase tables — narrow on purpose → AI pipeline with Zod-validated structured outputs and a deterministic fallback → Processing screen, draft review, published guide proof
You don't leave the sprint with a deck. You leave with a working artifact, the codebase, and a story you can use for pitching or fundraising.
Two ways to hire me: — AI Product Design Sprint · $2,400 — strategy, UX, Figma, prototype, AI workflow map — AI MVP Sprint · $6,500 — design sprint plus working MVP, database, AI pipeline, launch-ready handoff
Read the full case study: Check it out
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Istiak Ahmed's avatar
top class work 🔝
Marcellus's avatar
Thanks Istiak. I appreciate that. I am Graduating next year so I am trying to position myself correctly for my career.
Istiak Ahmed's avatar
Welcome, keep up the good work. 👌
Rasel Alam's avatar
Good work
Marcellus's avatar
Thanks Rasel! I appreciate that!
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The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started