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How Alpha Analyst is redefining investment research. Insights, team perspectives, and the latest on building AI for finance.

What Does Lam Research (LRCX) Actually Do?

What Does Lam Research (LRCX) Actually Do?

A plain-English map of Lam’s wafer-fab equipment business, how revenue splits between systems and services, and what to track in SEC filings

What Does McDonald’s (MCD) Actually Do?

What Does McDonald’s (MCD) Actually Do?

A plain-English map of McDonald’s franchising + real estate model, where earnings come from, and what to track in SEC filings

What Does RTX (RTX) Actually Do?

What Does RTX (RTX) Actually Do?

A plain-English map of RTX’s aerospace-and-defense engine, where earnings come from, and what to track in SEC filings

What Does Shopify (SHOP) Actually Do?

What Does Shopify (SHOP) Actually Do?

A plain-English map of Shopify’s commerce platform, how revenue is split, and what to track in SEC filings

What Does Meta (META) Actually Do?

What Does Meta (META) Actually Do?

A plain-English map of Meta’s two segments and how ads fund long-term bets in AI, wearables, and mixed reality

Meta acquires Manus for $2B: what it means for AI agents

Meta acquires Manus for $2B: what it means for AI agents

A practical investor-focused breakdown of the deal, the AI agent business model, and what to track next

What Does Coca-Cola (KO) Actually Do?

What Does Coca-Cola (KO) Actually Do?

A plain-English view of the concentrate model, bottler system, and what to monitor in Coca-Cola’s SEC filings

What Does Wells Fargo (WFC) Actually Do?

What Does Wells Fargo (WFC) Actually Do?

A plain-English map of the bank’s four segments, how earnings are made, and what to monitor in 10-Ks and 10-Qs

What Does Caterpillar (CAT) Actually Do?

What Does Caterpillar (CAT) Actually Do?

A plain-English map of Caterpillar’s end markets, segment engines, and what to monitor in the 10-K each quarter