BN · rank #14 · 2026-07-23

DG

PARIS · EUR · $74.88B (USD)

SignalBuy1.0strength 1.0 / 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.	+6.9%
Net margin TTM Trailing twelve month net margin.	+6.5%
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.	2.41
Debt / FCF Net debt relative to free cash flow. Lower is safer.	2.18×
Analyst upside Spread between the consensus 12m target and the current price.	+19.8%
Last EPS surprise Most recent reported EPS versus consensus.	—
Market cap (USD)	$74.88B

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 concession, construction, and engineering giant that develops and operates critical transport and energy infrastructure.

Rationale

Vinci’s Energy Solutions division directly addresses AI and data center electrification bottlenecks, supported by a record €74.9 billion order book and recent low-carbon grid contract wins.

Material risks

1Persistent mid-single-digit revenue declines in the Construction segment could drag down overall margins and offset the growth momentum of Energy Solutions [TOP_RISKS].
2Regulatory changes or exceptional tax contributions in France could impair the highly profitable and recurring cash flows of the Concessions portfolio [TOP_RISKS].

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