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how to build an AI-powered SaaS MVP without overspending. This practical guide covers idea validation, AI feature selection, unit economics, development costs, technology choices, security, scope management, and a realistic 12-week timeline. Discover how to choose between no-code, API-first, and custom AI approaches, control model costs, avoid common budget mistakes, and prepare your product for launch. Get actionable insights to build a focused MVP, validate demand, and create a scalable SaaS product with confidence. Explore practical strategies for smarter AI product planning, development, and growth. now!