The AI powered Quantitative Semi-Passive ETF Investing System with Robust Downside Protection is the proof of concept prototype. This is a redundant system, each node operates independently, monitoring the markets and ready to take action. On average the systems make around 2 portfolio changes per year. The systems are generating real returns. The systems are not using large language models, prompts or any other kind of generative AI - that’s the beauty and simplicity about all of this.

The same approach to structured data can be used in other fields besides investing like weather, climate, bio, health; basically the sky is the limit!