A data center can promise investment, jobs, and digital capacity while leaving its neighbors worried about water, electricity, noise, and traffic. In Seoul’s Geumcheon district in South Korea, residents opposed construction less than 100 meters from an apartment complex, The Korea Herald reported in June 2026. The developer said safety assessments had been completed; residents argued that their views had not been adequately considered before approval.

That disagreement exposes a difficult management question: when evidence from affected people challenges an attractive business case, what changes?

The answer matters well beyond data centers. An organization can publish a sustainability strategy and submit its disclosures to external review while leaving capital allocation, procurement, and investment appraisal largely unchanged. Benefits and burdens may fall unevenly, and completing an assessment does not settle whether a decision adequately addresses them.

ISO and the United Nations Development Programme launched ISO/UNDP 53001 on September 28, 2026, at ISO’s Annual Meeting in Paris. The new Sustainable Development Goals (SDG) management standard provides a framework for connecting sustainable development commitments to organizational decisions. Its value will depend on what happens when impact evidence reaches the people who control budgets, designs, and operations.

Bringing evidence into the decision

The gap between reporting and management is familiar. A study published in 2025, analyzing 2018 sustainability reports from 376 companies, found that companies claiming to report on the SDGs covered more SDG-related indicators but did not score significantly higher on the researchers’ measure of disclosure detail, called the SDG Commitment Index. The study concerns reporting; it does not establish what happened inside those companies or what impacts they produced.

There is a second problem: even accurately reported actions can support exaggerated claims about their wider significance. Feix, Gruban, and de Fauconberg describe this as Type II greenwashing — misrepresenting an action’s contribution to the broader goal of sustainability. An activity can take place without delivering the larger change claimed for it.

ISO/UNDP 53001 sets requirements for a management system that identifies beneficial and adverse impacts, engages relevant interested parties, establishes objectives, collects data, and evaluates progress. Its Plan-Do-Check-Act approach connects planning with implementation, evaluation, and improvement.

For an investment decision, that creates a practical question: what impacts do we expect, how will we assess what actually happens, and who will respond if the results fall short? Answering it requires judging how much each impact matters to the people who experience it. The standard calls this relative importance, defined as “an estimation of the quantitative value or worth of an impact.”¹ It requires organizations to assess impacts consistently, using well-being as a guiding principle where practicable.² It also notes significant risks if affected parties are not involved in assessing relative importance.³

The following illustration shows how I would put that approach to work. It is hypothetical, and the specific arrangements are recommendations for implementation.

When the evidence changes the investment

Consider an operator choosing how and where to build a data center. Residents, utilities, planners, and environmental experts provide evidence about local conditions. That evidence reaches a named decision owner alongside the commercial appraisal. The options include a different site, a smaller facility, alternative cooling, additional safeguards, or postponement.

Stakeholder evidence has now changed both the design and the allocation of capital.

Suppose the initial design offers the best projected financial return, but evidence from the water utility identifies pressure on local supply during dry periods. Before comparing the designs, management asks residents how much a reliable water supply matters to their well-being and how they weigh it against other impacts such as noise or traffic. The water utility supplies evidence on how likely and how serious a shortage could be. That estimate of relative importance, made with the people who bear the impact, sits beside the cost of each option in the comparison.

Management compares a cooling system that uses less water but costs more and may increase electricity demand. It examines both effects and selects the alternative because the original design would place an unacceptable burden on shared water resources.

The decision record explains the evidence, the alternatives, the additional cost, and the remaining risks. Finance revises the investment appraisal; procurement carries the new specifications into contracts; operations receives measurable conditions to meet. Stakeholder evidence has now changed both the design and the allocation of capital.

That choice also raises a question about who pays. I recommend that the organization and those who profit from the facility bear the costs of preventing and addressing its adverse impacts. A management framework should help make those costs visible. Whether they are actually absorbed by the business remains a test of implementation and accountability.

Residents also need a way to examine and challenge the response. In this illustration, the operator shares the relevant findings and reasons for its decision, provides an accessible route for raising concerns, and assigns responsibility for responding. Recording a trade-off is only part of the task; affected people should be able to understand how their evidence influenced it.

Stakeholder participation becomes consequential when people’s assessment of what matters enters the comparison of investment options; Photo by Dwayne joe

Following the decision into operations

Before operations begin, management establishes expected performance and response thresholds. The operator then compares actual water and energy use, noise, and other material effects with those expectations. Local employment matters too, but job numbers alone cannot establish whether community well-being improved.

If water use exceeds the agreed threshold, the operations lead investigates and escalates the problem. Management may need to fund corrective work or reduce the facility’s load while the cause is addressed. Residents receive an explanation of the response and subsequent results. The evidence informs changes to the current facility as well as future projects.

Outputs and outcomes play different roles here. Training places and funds deployed describe what an activity delivers. Outcomes concern changes experienced by people. Even a favorable environmental result, such as reduced carbon emissions, needs context: what caused the reduction, what other effects occurred, and how benefits and burdens were distributed. A favorable total should not obscure serious adverse effects on a particular community.

In our earlier article on ethical finance, Fara Mohammad and I distinguished a compliance ledger from an outcome ledger. The management challenge is to bring evidence about outcomes into the next decision, with someone responsible for acting on it.

A favorable total should not obscure serious adverse effects on a particular community.

The effort should be proportionate. A major facility warrants more extensive analysis than a routine operating choice. Smaller organizations can begin by identifying their most consequential impacts, assigning responsibility, and building review into existing budgeting and management processes. Even a simple system requires staff time, access to credible evidence, and a willingness to revisit preferred options.

The test that matters

A management standard cannot guarantee positive outcomes. Its value depends on credible evidence, meaningful participation, and leaders prepared to change course. Consultation can still become a formality; a carefully documented decision can still leave harm unaddressed.

For the data-center operator, the test comes when the preferred design strains local resources or actual performance breaches an agreed limit. Can management show what it knew, how affected people’s evidence shaped the choice, who was responsible, and what changed? The strongest answer will be visible in the investment approved, the conditions imposed, and the response when those conditions are not met.

Disclosure: Ainurul Rosli is a trustee of Social Value International (SVI). SVI was a Category A liaison organization to ISO and made technical contributions to ISO/UNDP 53001 during its development. The standard cites SVI’s Principles and Standards as a source for further information on well-being indicators.

Notes

1. ISO/UNDP 53001:2026, Annex B.3, p. 31.

2. ISO/UNDP 53001:2026, clause 9.1.1, p. 25.

3. ISO/UNDP 53001:2026, clause 6.2.2, Note 5, p. 18.