Core problem
What your idea really solves.
Free MVP Idea Reality Check
Most founders wait too long for feedback and end up building the wrong thing.
This session exists so you don't waste months going in the wrong direction.
45 minutes. Real feedback. No sales pressure.
Too many people build products in isolation. They spend months (or years) on ideas that were never validated properly.
Not because they weren't capable, but because no one challenged the idea early enough.
We've built and shipped real products. We've seen what works, what doesn't, and what quietly fails. This session exists to help you make a clear decision early.

In a short, focused call we'll give you clarity, not theory.
What your idea really solves.
Who it's really for.
Is the problem worth solving?
Market & technical risks, early.
How we'd approach it, if it's worth building.
You won't get theory. You'll get clarity.
Every session ends with one of three outcomes:
The idea is worth testing with an MVP.
The idea has potential but needs focus or repositioning.
The risks outweigh the opportunity right now.
All three outcomes save you time and money.
This session is for anyone who:
You don't need a pitch deck. You don't need funding. You just need an idea and openness to feedback.
AI Embedded builds simple, well-engineered digital products. We focus on:
We build our own products, and we help others build theirs.
Completely free.
This is not a sales call. There's no obligation to work with us. If your idea is worth building and you later want support, that conversation can happen - only if you choose.
We review a limited number of ideas each week to keep feedback high-quality.
We review a small number of ideas each week so every session gets proper attention.
Once slots are full, applications close until the next window.
This session is here to help you decide.
Apply for a Free Session