Data Centers: Bytes and Rights

Data centers investment icon - chess piece

Read time: 6 minutes

Soaring artificial intelligence (AI) workloads are pushing investors toward data centers, but turning megawatt-hungry boxes of servers into reliable cash flows requires mastering a new mix of real estate, infrastructure and regulatory risk.

Auteurs: Carole Steimlé

Why the rush?

Global data traffic is doubling roughly every two years, and AI training clusters alone are expected to add about one gigawatt of power demand to the French grid within the decade. The consequence is a development pipeline that has moved from fringe to mainstream: Hyperscalers, sovereign funds and infrastructure managers have already pledged tens of billions of euros to French campuses, while new legislation proposes fast-track status for “projects of national interest.” In short, the asset class is becoming as strategic as airports or toll roads – yet trades at cap rates more reminiscent of prime logistics.

Yield with infrastructure-style security

The investment thesis rests on three pillars:

  1. Exceptionally long leases: Hyperscale colocation contracts often extend for 10 to 15 years, with step-ups and pass-throughs.
  2. Sticky tenants: Migration costs and latency needs make relocation painful.
  3. Secular demand: Cloud, edge and generative AI workloads have no credible substitute. When combined, these factors and assets can deliver bond-like income with equity-like growth – a rare combination in today’s yield-starved environment.

Opportunity set

Greenfield development

Scarcity of Tier III/Tier IV capacity means spec-builds are achieving pre-lets before completion, particularly around Paris, Marseille and emerging provincial hubs anchored to renewable power. Developers that secure land, high-voltage feed and dark fiber can capture development margins exceeding 250 basis points over stabilized yields.

Brownfield conversion

Vacant industrial plots and decommissioned bank facilities are being repurposed. Compared with ground-up schemes, conversions compress timelines and may benefit from existing grid connections or tax abatements; however, remediation and structural retrofits can erode the savings.

Sale-leasebacks

Enterprises continue to monetize owned facilities to recycle capital into core business lines. Buyers gain operating cash flow from day one and optionality to expand power or add more equipment as existing leases expire.

Key takeaways
  • AI-fueled demand makes data centers one of the fastest-growing real-asset plays
  • Regulation is tightening: Permits, grid connections and ESG disclosures can delay or derail projects
  • Location, power and fiber remain the value drivers; tax and zoning missteps can erase returns
  • Well-structured diligence and contractual protections turn complexity into competitive advantage