Blog · Product
Every business now has an app idea with "AI" in it. The ones that ship share a pattern: ruthless scope, modern stack, and intelligence applied to one painful workflow rather than sprinkled everywhere.
A strong MVP picks a single job — a portal that answers questions about the client's own documents, a dashboard you can query in plain English, an intake flow that reads and routes applications — and does it end-to-end: authentication, data, AI, and a clean interface.
Stack choices matter less than owners fear and more than developers admit: proven web frameworks, a solid database, and AI models accessed through stable APIs. Exotic technology is a cost centre wearing a costume.
Timeline honesty: a focused AI web application MVP is weeks, not quarters — if the scope holds. The discipline isn't technical; it's saying "version two" out loud, early and often.