Sustainability Starts In The Design - Building AI Infrastructure For Long-Term Performance

Resource use, environmental impacts, and operating performance need to be considered together.

A project sets an efficiency target. It announces an energy ambition. It describes a water strategy.

The useful next question is:

How will those commitments be reflected in the facility’s design and verified during operation?

Within IOI’s framework, sustainability means examining the long-term resource use and environmental performance of infrastructure and the decisions required to improve them.

Start With A Defined Outcome

The U.S. Department of Energy has identified efficiency, onsite energy, storage, and other technologies among the approaches that can help address growing data center energy requirements. Its December 2024 discussion emphasizes a range of potential solutions. DOE

IOI’s interpretation is that sustainability work should begin with a clearly defined problem and measurable outcome.

What does the project aim to improve? Which operations and assets are included? What baseline will be used? Who will verify the result?

Those questions turn a broad ambition into a requirement that engineers, suppliers, and operators can work toward.

Examine The Whole Project

IOI recommends evaluating sustainability proposals alongside the facility’s other requirements.

For a cooling proposal, ask for the expected water use, electrical requirement, maintenance plan, and performance assumptions.

For an energy proposal, ask how it relates to the facility’s operating needs and how the claimed outcome will be measured.

For equipment and construction choices, ask what information is available about materials, service life, maintenance, and eventual replacement or recovery.

The objective is a transparent comparison. Each option should be evaluated against the same stated goals and project conditions.

Where The Partnership Opportunities Emerge

Consider an illustrative facility exploring heat recovery.

IOI’s proposed investigation would bring together the operator, mechanical engineers, a potential heat user, and any infrastructure provider needed to connect them.

The team should establish the proposed use, delivery requirements, timing, responsibilities, and commercial terms before presenting the concept as an operating benefit.

The same discipline applies to other sustainability partnerships.

A monitoring provider can help establish performance evidence. A treatment specialist can investigate a water requirement. An equipment service partner can support a defined maintenance or lifecycle objective.

The commercial opportunity comes from helping the customer deliver and demonstrate a specific outcome.

How Sustainability Connects To The Other Pillars

IOI evaluates sustainability across power, connectivity, land, water, workforce, policy, and capital.

That means assigning responsibility for commitments during design and preserving it through procurement, construction, commissioning, and operations.

The project needs to know who owns each target, which data will be collected, and what happens if performance falls short of expectations.

What Leaders Should Be Asking

• What outcome are we trying to improve, and against which baseline?

• What does the measurement include and exclude?

• How does the proposal affect other project requirements?

• Which partners are responsible for delivering and verifying the result?

• How will performance be reviewed after the facility begins operating?

IOI’s Perspective: Sustainability becomes actionable when a project connects its commitments to design choices, accountable partners, and measurable operating results.

Explore Infrastructure of Intelligence™ to understand the long-term systems supporting the Intelligence Economy.

Workforce

Policy

Capital

Sustainability