← Bottleneck Solvers

BN · rank #3 · 2026-10-26

TSEM

NASDAQ · $19.02B (USD)

SignalHold
verdict · CAUTION

The exact numbers the algorithm saw.

Bottleneck themes
The structural shortage this name supplies into.
Advanced AI chip supply
Factor scores and the inputs behind this pick.
Composite score
Z-score blend of the factors below; drives the rank.
0.96
Forward revenue growth
Consensus forward revenue growth.
+37.9%
Forward net margin
Consensus forward net margin.
+21.2%
Net margin TTM
Trailing twelve month net margin.
+16.9%
Margin expansion
Forward minus trailing net margin (percentage points).
+4.2%
Forward PEG
Forward P/E to growth. Below 1 is cheap for the growth.
3.43
Debt / FCF
Net debt relative to free cash flow. Lower is safer.
0.47×
Analyst upside
Spread between the consensus 12m target and the current price.
+86.8%
Last EPS surprise
Most recent reported EPS versus consensus.
+14%
Market cap (USD)$19.02B

The AI research card

Independent qualitative review of each pick before the order is placed. On the rare day the research service is unavailable, the paper book trades on the quant ranking alone and no card appears here.

Summary

Tower Semiconductor is a specialty semiconductor foundry manufacturing silicon photonics, SiGe, RF, and mixed-signal chips critical for AI data center optical interconnects [1].

Rationale

Tower's high solver composite score (0.96) and 37.9% forward revenue growth are validated by its critical role in AI optical bandwidth, supported by $290 million in customer prepayments and Semtech's dedicated capacity agreement [1].

Material risks

  • 1Larger specialty foundries including GlobalFoundries, UMC, and TSMC scaling competing 300mm silicon photonics platforms could commoditize Tower's process nodes and erode pricing power [1].
  • 2Execution risks surrounding the $1 billion government-backed Japan facility expansion, paired with geopolitical exposure linked to its Israeli manufacturing base [1].

AI verdict council

Each pick is reviewed independently by 3 models before any order. 1 of 3 voted to proceed.

OpenAI
Caution
Claude
Caution
Gemini
Proceed