Concierge MVP

Delivering the service by hand to a few customers before automating anything.

Also known as: concierge MVP, concierge test, manual-first MVP

A concierge MVP delivers the service manually to a handful of customers: you are the algorithm, the onboarding team and the support desk. Users get real value; you learn what the product must actually do — including the edge cases no spec would have caught — before writing production code.

customer asks → you do it by hand (spreadsheets, manual emails, late nights)
             → note every repeated step → those notes become the spec

It works because quality is high (a human does it perfectly) while cost is contained (few customers). The manual pain is the point: whatever hurts most at five customers is exactly what to automate first, and whatever nobody uses was never needed.

The classic mistakes:

Concierge as a business, not a test. Hand-serving fifty customers is a services company wearing a startup costume. Cap the cohort and set the automation trigger in advance.
Hiding the manual work. Customers who think it is automated judge reliability; customers who know it is personal forgive and teach. Be honest that a human is behind the curtain.
Learning nothing systematic. Doing the work without recording it wastes the tuition. Log every request, exception and workaround — that log is the product spec.
Scaling the unscalable. Hiring an ops team to keep hand-serving instead of automating. The concierge phase ends with code, not headcount (see wizard of oz for the next step up in realism).

Graduate when: the manual steps are stable, repeated and well understood. Automate the most painful step first, keep hand-delivering the rest, and repeat until the product stands alone.