KelAI (KelAI) is an autonomous AI research engine for hedge funds and institutional investors, built by an experienced quant PM. It runs the full research loop in a unified agentic platform: from idea generation to validation, monitoring, and feedback.

@kelaicapital The future

@kelaicapital If this actually made money, you wouldn't be selling it...you'd be building your own hedge fund with it.

@kelaicapital kinda wild how the real value here is less “it can do one smart thing” and more “it can stay in the loop.” that continuity is usually what separates a neat demo from something people actually keep using

@kelaicapital OH!!

@kelaicapital congrats on the launch !

@kelaicapital insane launch video, congrats team!!!

@kelaicapital The next frontier in finance 🔥

@kelaicapital Interesting! How do hedge funds balance the speed and scale of agentic research with the need for human oversight, especially when it comes to risk management and accountability?

@kelaicapital Agents that do the work. ClawMarket is where they sell it.

@kelaicapital Congrats on the launch @kelaicapital! How does the system maintain its advantage during regime shifts when the historical data used for training and backtesting no longer mirrors the current market structure?

@kelaicapital hmm

@kelaicapital The loop is what makes this credible for funds: idea, validation, monitoring, feedback. Research agents need measurable compounding, or they become fancy search.

@kelaicapital name too similar to Cal AI

@kelaicapital Keep your research agents secure!

@kelaicapital how? validation and feedback are required from humans. no ai even after agi can give real human feedback

@kelaicapital not sure 'full research loop' holds when there's a regime shift the monitoring step is where i've watched finance pipelines silently break. does it know when to stop trusting its own output?

@kelaicapital Does KelAI's validation process include operational and analytical validation to ensure reliable results for its hedge fund clients

@kelaicapital Automating the full research loop in investing shifts focus from isolated signals to continuous systems that learn and adjust. The real test will be robustness across regimes and edge cases 💙

@kelaicapital the research loop is becoming fully autonomous