The Rise of AI Workloads and What It Means for Colocation Demand — Updated for 2026 (20) — Updated for 2026 (15)

July 20, 2026 · By Data Hall Insights Team

AI and accelerated-compute workloads have rewritten the assumptions colocation buyers used to rely on, particularly around power density, which now regularly exceeds what older facilities were designed to deliver.

There is a quiet shift happening in how organisations think about where their infrastructure lives. What was once a purely technical decision now sits squarely on the boardroom agenda, and for good reason.

What good looks like in practice

Good facilities make the boring things boring: predictable billing, clear escalation paths, and remote-hands requests that get done on the timeline promised, not the timeline hoped for.

The strongest operators are transparent by default — uptime history, incident reports, and maintenance schedules are available without a special request. That openness is itself a signal worth weighing.

Why it matters now

What used to be a commodity is now a strategic asset class. When supply is tight, the question stops being simply how much it costs and becomes whether you can secure it at all, on terms that let you grow.

Power has overtaken floor space as the binding constraint in most primary markets. Vacancy rates have fallen to record lows, and the practical effect is that capacity — particularly high-density capacity — increasingly needs to be reserved well ahead of when you actually need it.

Where buyers get it wrong

Underestimating growth is more common than overestimating it. Teams that lock in exactly what they need today frequently find themselves negotiating from a weaker position twelve months later, once the facility has less spare capacity to offer.

The most expensive mistake is optimising for the number everyone sees — the monthly rack rate — while ignoring the numbers nobody asks about until the invoice arrives: cross-connects, remote hands, power overage, and renewal escalators.

A practical way to evaluate

Start with requirements, not providers. Pin down your power per rack, total committed capacity, connectivity needs, and the compliance regimes you answer to. That single page of clarity will shape every conversation that follows.

Then shortlist on objective data and validate with your own eyes. Marketplace intelligence is excellent for narrowing the field quickly, but a site visit and a couple of reference calls will tell you things no datasheet can.

A short checklist before you sign

  • Ask what happens operationally when a single system fails, not just what the tier rating implies
  • Clarify remote-hands response times and what is included versus billed separately
  • Leave headroom for growth, including higher-density racks down the line
  • Request recent incident reports, not just a summary uptime percentage
  • Confirm the certifications your industry and customers actually require

The bottom line

There is no shortcut that replaces doing the homework, but there is a real payoff for doing it well: fewer surprises, better terms, and a partner that fits for the long run.

← Back to Insights