RT Investing visuals
The AI data center bottlenecks map & key players:

Demand:
• $MSFT
• $GOOGL
• $META
• $AMZN
• Leading LLM providers

Layer 1 - Systems & colocation:
• $DELL
• $HPQ
• $SMCI
• $EQIX
• $DLR

Layer 2A - Memory:
• $MU
• $HYNSE
• $SMSD

Layer 2B - Networking & optics:
• $AVGO
• $COHR
• $MRVL

Layer 2C - Power & cooling:
• $VRT
• $ETN
• $BE

Layer 3 - In-rack connectivity:
• $AVGO
• $ALAB
• $CRDO

Layer 4 - Foundry & packaging:
• $INTC
• $ASX
• $TSM
• $AMCR

Layer 5 - Semiconductor equipment:
• $ASML
• $AMAT
• $LRCX
• $KLAC

Note that this isn't an exhaustive list, but rather an overview of the most important businesses per segment.

I hope you found this breakdown insightful!

I've covered the supply chain in more detail in the article linked below.

Investing visuals: I just published my latest research article: The AI data center bottlenecks map, covering:

• The AI supply chain
• The key players at critical bottlenecks
• Where to look as constraints move down the supply chain

I loved diving into this over the past few weeks with the goal

There are now only 10 stocks in the S&P 500 yielding 6% or more:

🏥 $DOC Healthpeak Properties — 7.1%
📦 $UPS United Parcel Service — 6.7%
💊 $PFE Pfizer — 6.6%
📦 $AMCR — Amcor — 6.4%
💻 $HPQ HP — 6.4%
🚬 $MO Altria — 6.3%
🏨 $VICI VICI Properties — 6.3%
🥣 $GIS General Mills — 6.3%
🛍️ $BBY Best Buy — 6.1%
🧪 $LYB LyondellBasell — 6.0%

The average S&P 500 dividend yield is now just ~1.1%.

Stocks with 20%+ ROIC trading below 20x earnings:

1. HP $HPQ
ROIC: 35%
PE: 6x

2. Adobe $ADBE
ROIC: 50%
PE: 10x

3. Booking Holdings $BKNG
ROIC: 40%
PE: 15x

4. Lululemon $LULU
ROIC: 38%
PE: 13x

5. Lowe's $LOW
ROIC: 38%
PE: 13x

6. Constellation Software $CSU
ROIC: 20%
PE: 16x