The Rise of AI Workloads and What It Means for Colocation Demand β€” Updated for 2026 (15)

July 12, 2026 Β· 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.

It is easy to underestimate how much rides on a single colocation decision until you are twelve months into a contract that no longer fits. Getting the early thinking right pays off for years.

Why it matters now

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 β€” particularly high-density capacity β€” increasingly needs to be reserved well ahead of when you actually need it.

The market has split in two. Standard enterprise workloads still run comfortably at three to five kilowatts a rack, while accelerated-compute deployments are pushing twenty, fifty, even a hundred kilowatts. Those two worlds are priced and provisioned very differently, and conflating them is a common and expensive mistake.

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.

Model the whole cost, not the monthly line. Setup fees, cross-connects, bandwidth, growth headroom, and exit terms all belong in the comparison. The cheapest rack rate is rarely the cheapest deployment.

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 β€” uptime history, incident reports, and maintenance schedules are available without a special request. That openness is itself a signal worth weighing.

The factors that actually move the needle

Tier classification tells you what a facility was designed to do, not how well it is run. A well-operated Tier III site routinely outperforms a poorly managed Tier IV one on the metric that matters: real-world availability.

Connectivity richness is frequently underweighted. A carrier-neutral facility with a dense ecosystem of networks and direct cloud on-ramps can save more over a contract term than a modest difference in the rack rate ever will.

A short checklist before you sign

  • Ask for real uptime history, not just the design tier
  • Map the network ecosystem: carriers, internet exchanges, and cloud on-ramps
  • Total the full cost of ownership, including the fees that hide in the small print
  • Request recent incident reports, not just a summary uptime percentage
  • Write down your power, space, and connectivity needs before you talk to anyone

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