Bottleneck Solvers

BN · rank #12 · 2026-09-09

DG

PARIS · EUR · $73.67B (USD)

SignalBuy1.1strength 1.1 / 10
verdict · PROCEED

The exact numbers the algorithm saw.

Bottleneck themes
The structural shortage this name supplies into.
AI data center power grid bottleneck
Factor scores and the inputs behind this pick.
Composite score
Z-score blend of the factors below; drives the rank.
-0.48
Forward revenue growth
Consensus forward revenue growth.
+3.3%
Forward net margin
Consensus forward net margin.
+7.1%
Net margin TTM
Trailing twelve month net margin.
+6.7%
Margin expansion
Forward minus trailing net margin (percentage points).
+0.4%
Forward PEG
Forward P/E to growth. Below 1 is cheap for the growth.
2.21
Debt / FCF
Net debt relative to free cash flow. Lower is safer.
2.40×
Analyst upside
Spread between the consensus 12m target and the current price.
+25.1%
Last EPS surprise
Most recent reported EPS versus consensus.
Market cap (USD)$73.67B

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

Vinci S.A. is a global infrastructure leader operating concessions, construction, and energy solutions divisions that deliver turnkey electrical, mechanical, and power grid systems for highly available data centers.

Rationale

The quant signal is valid as Vinci Energies and Cobra IS directly address AI and cloud infrastructure capacity bottlenecks with high-reliability electrical distribution, backed by a record €75 billion order book.

Material risks

  • 1Potential in-house design-build and infrastructure capability build-outs by large utilities, telecoms, and cloud hyperscalers that could bypass third-party contractors.
  • 2Exposure to cyclical traffic volumes and adverse regulatory or tax changes within the highly profitable motorway and airport concessions business.

AI verdict council

Each pick is reviewed independently by 3 models before any order. 2 of 3 voted to proceed.

OpenAI
Proceed
Claude
Caution
Gemini
Proceed