Goldman Sachs: Wall Street's AI Lab
While retail investors chase NVDA and PLTR, Goldman Sachs is quietly becoming one of the largest AI companies in finance. They have 11,000 engineers — more than most tech companies. And they're deploying AI across every revenue line.
Where GS Uses AI
- Trading — AI-powered market-making, derivatives pricing, and risk management. GS's trading desk generated $31B in revenue in 2025 — AI is the edge that keeps them ahead of JPM and MS.
- Investment Banking — AI assists in M&A analysis, IPO pricing, and deal sourcing. What took an analyst 80 hours now takes 8.
- Marcus (Consumer Banking) — AI-powered lending decisions, fraud detection, and financial advice. Growing to mass affluent market.
- Asset Management — AI portfolio construction, risk modeling, and factor analysis. Managing $2.8T in AUM.
- Transaction Banking — AI payment routing, compliance screening, and cash management for corporate clients.
Financials
Price: ~$520 | Market Cap: $175B | P/E: 15x | Dividend: 2.1%
GS is cheap for a reason: investment banking revenue is cyclical, regulatory scrutiny is constant, and consumer banking (Marcus) has been a drag. But at 15x earnings with AI tailwinds, the risk/reward is compelling.
Bull Case: $650 Target
IPO market recovery (AI companies going public), M&A rebound (companies consolidating in the AI era), trading revenue staying elevated (Iran-driven volatility = trading profits). AI efficiency gains add $2-3B to bottom line by 2028.
Bear Case: $420
Recession kills deal flow. Trading revenue normalizes. Consumer banking losses continue. Regulatory fines (GS has a history). Talent wars with tech companies for AI engineers.
GS vs JPM vs MS
| Metric | GS | JPM | MS |
|---|---|---|---|
| P/E | 15x | 12x | 17x |
| Dividend | 2.1% | 2.3% | 3.5% |
| AI Spend | $2.8B | $4.5B | $1.5B |
| Trading Rev | $31B | $27B | $22B |
GS has the best trading franchise. JPM has the best overall bank. MS has the best wealth management. For AI-driven trading revenue, GS is the pure-play.
The Trade
Sell $480 puts (45 DTE) for 2.5% premium. If assigned, own GS at an 8% discount with a 2.1% dividend. If not, keep $12/contract. Repeat monthly. This is the Theta Gang approach that compounds quietly.
