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Why more data and compute won’t save algorithmic trading

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Why This Matters

This article highlights how retail investors are increasingly leveraging data signals and trust to compete with institutional players in algorithmic trading. It underscores the democratization of trading tools and the diminishing advantage of large firms through access to data and advanced models. For the tech industry, this signals a shift towards more accessible, transparent, and democratized financial technology solutions for individual investors.

Key Takeaways

How retail investors are closing the gap with institutions, thanks to data signals and trust. I spent years on Wall Street building the same models that gave big institutions their edge, watching the gaps and building the signals to close them. It became impossible to ignore how the tools that made investors their money stayed locked behind institutional walls, never reaching the individual investors on the other side of the trade. Eventually I’d seen enough of the game from the inside. I left the big institutions to share what I’d learned with the people who never had that access: retail investors with just as much of a right to win.