Start with the job, not the model
An AI-powered app is still an app. Users need onboarding, empty states and a reason to open it tomorrow. The model does one job: score, try-on, summarise, route. Write that job down. If you cannot, you do not have an AI product — you have a demo. Continue on AI app development and AI / ML technology.
Ship a thin slice
One screen, one API, one evaluation set. Feature-flag it. Give it a fallback. That is the AI MVP shape. Then decide if you need RAG, an agent, or just better UX.
Healthcare: do not ship undiagnosed advice. Fintech: do not invent balances. Fashion: Try Ware only works if the catalogue is real. When you want a partner, get a consultation.
Frequently Asked Questions
- Which model should I pick first?
- The cheapest that passes your eval set. Brand names are not architecture.
- Do I need RAG on day one?
- Only if answers must come from your documents. Ten FAQs can be a help centre.
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