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Startup idea: bridging the gap between pretty AI kitchen renders and cabinet specs (I will not promote)

AI tools can already take a photo of a kitchen and turn it into a beautiful Japandi / modern / luxury render in seconds. That solves inspiration. I’m exploring a startup idea focused on the next step: turning early kitchen ideas into something closer to…

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AI tools can already take a photo of a kitchen and turn it into a beautiful Japandi / modern / luxury render in seconds. That solves inspiration. I’m exploring a startup idea focused on the next step: turning early kitchen ideas into something closer to cabinet planning. The tool would take room dimensions and a rough kitchen layout concept, then generate: - a simple cabinet layout - a cabinet list / schedule with sizes, types, and counts - cabinet-only cost ranges across common buying paths: RTA, semi-custom, and custom cabinet shop The goal is not to replace a designer, contractor, or cabinet shop. It is to help people get from “pretty inspiration image” to a more concrete starting point before they ask for quotes.

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u/cachevexy

this is actually a super solid idea, that jump from pinterest board to “ok what do i actually buy” is brutal right now if you can get the sizing and real-world constraints even like 80% right, designers and cabinet shops would probably love having more educated clients walk in

u/Money_Professor_8717OP

Thanks, that’s exactly the gap I’m trying to understand. My assumption is that the tool does not need to replace a designer or cabinet shop. It needs to get the homeowner from inspiration images to a more concrete starting point: rough room dimensions, appliance locations, a cabinet layout, a cabinet list, and cabinet-only cost ranges. The hard part is what you mentioned: getting real-world constraints right enough that it helps the conversation instead of creating cleanup work for the pro. Do you think the first useful version should be aimed more at homeowners before they ask for quotes, or at designers/cabinet shops as a way to receive better-prepared leads?

u/maxime_barzel

I think this is exactly the part where a kitchen designer or cabinet pro matters most. A pretty render can be great for inspiration, but cabinet planning is a much more rigorous problem: exact room dimensions, appliance specs, fillers, panels, clearances, door swings, plumbing/electrical constraints, uneven walls, install tolerances, and what a specific cabinet line can actually supply. An image generator is mostly guessing those details unless the whole system is built around verified measurements and real product constraints. That might be fine as a rough conversation starter, but it is not enough to guide a project that can easily become tens of thousands of dollars. Personally, I don’t really see how I would develop a tool like that reliably unless it was tied very closely to real measurements, real cabinet product constraints, and professional review.