Theta Research rebuilds the institutional investment pipeline into an AI-native decision system for individual investors. Developed by a team fluent in Finance and ML. It researches the companies you own, maps their supply-chain dependencies, predicts and scores every earnings call, and tells you what changed and what to do. Numbers flow through deterministic code, not LLM guesses: EDGAR-reconciled financials, a 30,000-edge supply chain network, HF level algorithms and 72% hit rate.