SDAFSustainable Digital Architecture Framework Open Studio

Illustrative worked example

Extend or replace enterprise servers?

A familiar infrastructure decision demonstrates why operational efficiency, embodied impact, cost and evidence quality must be considered together.

Decision context

An organisation must decide whether to retain an existing server estate for three additional years or replace it with fewer, more efficient systems. Both options must provide the same application capacity, resilience and service window.

Option AExtend the existing estate, optimise utilisation and defer acquisition.
Option BReplace and consolidate onto newer, more energy-efficient equipment.
Functional unitEquivalent compute capacity and resilience delivered for three years.
BoundaryOperational energy, Scope 2, declared product carbon footprint, acquisition, support and recovery route.

Competing signals

Option B may reduce operational electricity and Scope 2 emissions. Option A may avoid near-term embodied impact and capital expenditure. The recommendation depends on utilisation, grid intensity, hardware condition, product carbon information, support risk and the credible recovery route for retired assets.

Evidence that matters

  • Measured server utilisation and facility energy data.
  • Location- and market-based electricity factors.
  • Comparable product carbon footprints or qualified lifecycle estimates.
  • Support, failure and resilience requirements.
  • Acquisition, operating, retention and end-of-life costs.
  • Reuse, resale, refurbishment or recycling evidence.

Illustrative governance outcome

A conditional recommendation might favour replacement only if consolidation is implemented, retired equipment follows a verified recovery route, and supplier lifecycle declarations are accepted. If the operational saving is small or lifecycle evidence is weak, extending the estate may remain preferable—or the assessment may remain inconclusive.

The worked example is valuable because the sustainable option is not assumed in advance.

This is an illustrative decision pattern, not a universal conclusion. Real results depend on the declared boundary, functional equivalence, evidence and local context.

Explore the calculated version

Load a reference assessment in Studio to inspect inputs, evidence classifications and the governance outcome.

Open Studio examples →