Personal Investment Twin

AI coach that rebuilds your investment decisions to catch repeated mistakes

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Personal Investment Twin is an AI investment decision coach that rebuilds a user's own investment episodes from their trading history, attributes profit and loss with deterministic computation, and reminds them before they repeat a past mistake — with no stock picks, predictions, or auto-trading. It's built for individual investors who want to learn from their own decision-making history rather than get new trade ideas.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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