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

What Does MUFG (8306) Actually Do?
Company Deep-DiveJapan
MUFG US

What Does MUFG (8306) Actually Do?

A plain-English map of Mitsubishi UFJ Financial Group’s banking engine, where earnings come from, and what to track in filings

What Does Toyota (7203) Actually Do?
Company Deep-DiveJapan
TM US

What Does Toyota (7203) Actually Do?

A plain-English map of Toyota’s profit engine, key segments (auto + financing), and what to track in its 20-F filings

What Does Lam Research (LRCX) Actually Do?
Company Deep-DiveUSA
LRCX US

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?
Company Deep-DiveUSA
MCD US

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?
Company Deep-DiveUSA
RTX US

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?
Company Deep-DiveUSA
SHOP US

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?
Company Deep-DiveUSA
META US

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

What Does Coca-Cola (KO) Actually Do?
Company Deep-DiveUSA
KO US

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?
Company Deep-DiveUSA
WFC US

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?
Company Deep-DiveUSA
CAT US

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

What Does UnitedHealth Group (UNH) Actually Do?
Company Deep-DiveUSA
UNH US

What Does UnitedHealth Group (UNH) Actually Do?

A plain-English map of UnitedHealthcare vs Optum, how the four segments make money, and what to track in filings each quarter