From Zero to MVP in 3 Weeks
A deep dive into how we helped a startup launch their AI-powered SaaS product and acquire their first 100 users — all within 3 weeks of kickoff.
The Challenge
Our client had a great idea for an AI document summarizer for law firms. They had no technical team, a tight budget, and a demo deadline set by a potential investor in 3 weeks.
Week 1 — Design & Architecture
We spent the first week defining the core feature set, designing the UI in Figma, and setting up the Django + OpenAI backend. Scope discipline was critical — we said no to 80% of the initial feature wishlist.
Week 2 — Build & Integrate
Core development: PDF upload, OpenAI GPT-4 integration for summarization, user authentication, and a clean results dashboard. We shipped to a staging URL at the end of Day 12.
Week 3 — Launch & First Users
We deployed to production, ran a soft launch on LinkedIn, and helped the client acquire their first 100 beta users. The investor demo went ahead — and they closed a seed round the following month.
Key Takeaway
Speed wins when you have discipline. A focused MVP with one killer feature beats a bloated product every time. If you have an idea, start small and ship fast.