AI Product Validation & Launch Toolkit: Validate, test and launch AI products with confidence

Hi Product Hunt! 👋 I’m Sathiya, an AI Product Engineer and the founder of TradeLabelAI. While building a real AI product, I noticed that teams often have prompts and working prototypes—but no structured way to answer four critical questions: • Should we build this with AI? • Is the output reliable? • What could go wrong? • Are we ready to launch? I created the AI Product Validation & Launch Toolkit to solve that problem. It connects idea validation, AI product requirements, prompt testing, output-quality scoring, risk review, release decisions and a 30-day launch plan in one practical workflow. It includes seven editable templates designed for founders, product managers, developers and QA professionals building real AI features—not just experimenting with prompts. I’d love your feedback: What is the hardest part of moving an AI idea from prototype to launch?