This is Linuen Studio. The AI structures, the software computes, and you keep the decision. Everything starts with your need, described in a few lines. Then a few basic questions: what you don't know stays unknown. One click launches the analysis, at a price shown in advance. You follow it step by step, here sped up. Your budget arrives as a range, with the effort and the timeline. The software computes these figures, not the AI. What remains to clarify is settled one question at a time: the AI suggests, you keep it or reword it. Architecture decisions are gathered in one table, rejected options included. In doubt? Help me choose opens the Studio assistant. But you decide. The proposed solution reads at a glance: the diagram, then each piece. Other options were examined, buying rather than building for instance, with an order of magnitude, never a quote. The full file downloads as a PDF. AI-assisted, no professional validation: it says so, and it is yours. Start by describing your need, at studio dot linuen dot com.