AI MVP
An AI MVP is the smallest product that lets real users complete one AI-powered job — with accounts, a hosted model, and a usage cap.
In depth
It is not a Custom GPT, not a notebook, and not a foundation model you trained. If you cannot name the job in one sentence, you have a playground.
Typical v1: chat over a FAQ, extract-a-document, or one copilot workflow. See /ai and /answers/what-is-an-ai-mvp.
Real example
Users paste a discovery-call transcript; the app writes CRM notes; billed per seat plus credits.
Tools & calculators
Related terms
MVP (Minimum Viable Product)
A Minimum Viable Product (MVP) is the simplest version of a product that can be released to early users to validate core assumptions, gather feedback, and begin learning — with the minimum amount of effort and cost.
RAG (Retrieval-Augmented Generation)
Retrieval-Augmented Generation (RAG) is a pattern where the system searches a document store, then asks an LLM to answer using the retrieved chunks — ideally with citations.
AI SaaS
AI SaaS is multi-tenant software whose core paid job is performed by a model API, with accounts, plans, and a usage cap.
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