Mad Dog Alpha is built for continuous research coverage. Users can track how the thesis changes over time, and review structured research notes as new events, valuation signals, and risks emerge. It is a Institutional workflow for retail investors. We rebuilds that workflow with AI: broader coverage, faster updates, and clearer decision framing.

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

Hi PH! I’m Deheng, founder of Mad Dog Alpha. I built Mad Dog because most stock tools give you more data, more headlines, and more dashboards — but still don’t help with the hardest question: which events actually matter? Mad Dog is built around event intelligence for underfollowed stocks. You enter a ticker, and it turns fragmented information into a structured research brief with event context, valuation, technical setup, risks, and catalysts. During closed beta, the biggest shift was realizing this shouldn’t just be a one-off report generator. So I pushed it toward a real workflow: watchlists, history, saved reports, and a better way to revisit names over time. I’d love feedback on: whether the event analysis feels differentiated whether the workflow feels worth paying for what still feels broken or incomplete Thanks for taking a look — excited to hear what you think.

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

Mad Dog Alpha

An AI-run equity research firm for individual investors.

An AI-run equity research firm for individual investors.