Discover how we built the AI Passive Income Path Finder, an AI-powered app that helps people uncover their personalised passive income path using the Ikigai framework. In this behind-the-scenes product journey, we share the problem we set out to solve, how we built the MVP using our Product Loop Framework, the lessons we learned, and what's next as we help more people go from idea to income.

What happens after your first Product Loop? We share how our team repeated the loop to build, test, learn, and improve the Product Loop Masterclass.

The Product Retrospective Framework is a simple system to reflect on your product journey, capture what worked, uncover what didn’t, and improve your next product loop. Using the Plus (+), Minus (–), and Loop (o) method, product builders and teams can learn faster, adapt quicker, and continuously improve through structured reflection and real-world feedback

Most product ideas don’t fail because they’re bad—they fail because they’re never properly discovered. The Product Discovery Framework offers a simple, iterative approach to turn vague ideas into clear, validated products by focusing on customers, their journey, and structured learning loops.