What’s inside the e-book

• AI MVPs are different — speed to market matters more than perfection in 2025.
• Validate first — test the problem and audience before building.
• Keep it lean — focus on 1–3 core AI features that prove your main promise.
• Choose wisely — AI model and stack affect cost, speed, and scalability.
• Build in sprints — design, develop, and launch in 8–12 weeks with agile iteration.
• Launch, learn, iterate — early feedback is the real secret to successful AI products.
• Cost benchmarks — simple AI MVPs start at $15K; complex ones scale beyond $80K.