BN · rank #11 · 2026-09-04

DG

PARIS · EUR · $72.80B (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.	-0.54
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.	2.22
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.	+26.6%
Last EPS surprise Most recent reported EPS versus consensus.	—
Market cap (USD)	$72.80B

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 leading European concessions, construction, and energy solutions giant whose specialized energy divisions act as its primary growth drivers.

Rationale

Vinci’s VINCI Energies and Cobra IS divisions directly resolve critical power grid and AI data center bottlenecks, backed by a record €77 billion order book that secures long-term revenue visibility.

Material risks

1Large cloud and industrial customers could develop in-house energy infrastructure capabilities or widely tender contracts, triggering margin erosion and commoditization.
2Exposure to cyclical public infrastructure budgets and regulatory shifts in concession assets could cause project delays and impact cash flows.

AI verdict council

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

OpenAI

Proceed

Gemini

Proceed

Claude

Caution