From an Idea to MVP in Weeks — Not Months
Project Details
Industry
Data PlatformService
Full-stack DevelopmentTimeline
5 Weeks (Ongoing)Tech Stack
They had a powerful idea — an AI-driven data platform — but were stuck in endless prototyping. No clear path to MVP. No confidence in the tech.
Saurav and his team had been working on their vision for months: a data platform that could auto-detect and heal broken schemas using AI. But every time they tried to build it, they hit a wall — slow APIs, clunky UI, unreliable AI logic. They were burning cash and time, and worst of all — losing belief in their own timeline. 'We thought this would take six months… maybe even a year,' Saurav said. 'We were stuck in demo mode, not delivery mode.'
It wasn’t just about speed. It was about trust. We finally had a dev partner who *got it* — not just the code, but the pressure, the timeline, the stakes.
Saurav Jha
Product Manager, Unoversion
We didn’t just build the tech — we rebuilt their confidence.
Instead of adding to the complexity, we simplified. We started with: What does the user *actually* need to see? What’s the smallest version that works? In days, we had a working UI (Next.js + ShadCN) that made the AI pipeline feel intuitive — not intimidating. We built Nest.js APIs with Neon Serverless Postgres for real-time SaaS functions, and deployed everything globally on Koyeb for speed and reliability. Most importantly, we integrated custom AI models that didn’t just detect schema issues — they fixed them. And we did it all in weeks — not months.
From doubt to deployment — in 5 weeks.
The MVP launched faster than they dreamed. Their internal team went from skeptical to excited. Investors asked, 'How did you move so fast?' The platform now runs in production, with zero downtime and AI that learns with every use. But the real win? 'You gave us back our momentum,' Saurav told us. 'We’re not just building a product — we’re building a company.'