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Case StudySaaSMVPRAG

From Concept to MVP in 14 Days: The AI-Native SaaS Launch

A fintech founder shipped an AI expense management tool in 14 days and secured $250K seed funding.

May 22, 2026

## Client Profile A fintech founder launching an AI-powered expense management tool for freelancers. ## The Challenge A validated idea but a 6-month traditional dev timeline. They needed to ship fast to secure seed funding. ## The Solution - **Infrastructure** — Supabase (Auth/DB/Storage) + Next.js frontend - **Core AI Feature** — Custom RAG pipeline to "chat" with financial data - **Automated Onboarding** — AI-driven, industry-personalized flow - **Founder Perks** — $100K AWS credits via the $500K MRKK Founder Program ## Results - **MVP shipped in 14 days** — secure, scalable, production-ready - **$250K seed funding** secured - **1,000+ beta signups** in week one

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