Data Centres & AI Infrastructure

What is the difference between an enterprise, colocation and edge data centre?

Map each workload to the hosting model that suits it, and write down who is responsible for what.

Conceptual isometric view of enterprise, colocation and edge data centre facilities at different scales.
On this page
  1. Who is responsible for what
  2. Enterprise data centres
  3. Colocation
  4. Edge
  5. Placing each workload
  6. Practical application
  7. Sources

Two questions separate them: who owns and operates what, and where the facility sits. An enterprise data centre is owned or controlled by the organisation that uses it, which runs both the facility and the IT. A colocation data centre is operated by a provider that rents space, power, cooling and network access to customers, who install and manage their own IT equipment.

An edge data centre is a small facility, often a room, container or cabinet, placed close to where data is created or used (a building, campus, factory or telecoms site) so that processing stays local. Public cloud sits alongside all three as a fourth option: computing delivered as a service, with the provider responsible for everything below the customer's applications and data.

Many organisations end up using a mix. The decision that matters is which workloads belong where, and what each choice commits you to.

Who is responsible for what

Scroll horizontally to read the full table.

ResponsibilityEnterprise (on-premises)ColocationEdgePublic cloud
Building, power, coolingOrganisationProviderOrganisation or host siteProvider
Physical securityOrganisationProvider (to the cage or rack)Often shared with host buildingProvider
IT hardwareOrganisationCustomerOrganisationProvider
Operating systems and applicationsOrganisationCustomerOrganisationShared, depending on service
Capacity growthOrganisation must buildContract for more space and powerLimited by small footprintPurchased on demand
Typical strengthsFull control, data location certaintyProfessional facility without owning it, carrier choiceLow latency, local resilience, reduced data transferSpeed, scale, no facility to run

The US Department of Energy's 2024 data centre design guide puts the trade-off plainly: building and operating an on-premises facility is expensive and needs expert staff, while cloud and colocation can lower first cost and may lower operating cost. The advantages are especially significant compared with small on-premises rooms that lack round-the-clock expertise, adequate redundancy and efficient design.

Enterprise data centres

An enterprise facility makes sense when an organisation needs full control of its infrastructure, has workloads with special requirements, or operates at a scale where owning the facility is economic. The price of control is owning every responsibility: the grid connection, redundancy, maintenance, staffing, security and, in the EU, annual energy-performance reporting once the installed IT power demand reaches 500 kW.

Many so-called enterprise data centres are really small server rooms in office buildings. These often have the weakest resilience and efficiency in the whole estate, and they are frequent candidates for consolidation.

Colocation

Colocation buys access to a professionally operated facility, usually with better resilience and more carrier choice than an organisation could justify on its own, while the customer continues to own and manage its IT. The critical work lies in the contract, which should cover:

  • power allocation per rack and the cost of additional power;
  • availability commitments, maintenance notification and remedies;
  • the provider's certified or claimed resilience level, and the evidence for it;
  • cross-connect and carrier options;
  • remote-hands services, access procedures and security;
  • reporting on energy and, where relevant, renewable supply;
  • support for higher-density or liquid-cooled equipment if needed later.

Edge

Edge facilities exist because some processing is better done close to its source: when latency matters, when local operation must carry on without a wide-area link, or when sending all the raw data to a central site would be costly. In buildings, the edge is often nothing grander than the comms room that hosts local servers for security, building management and tenant systems.

Because edge sites are numerous and small, their challenge is consistency. They need standard designs, remote monitoring, secure remote management, physical protection in non-specialist buildings and a maintenance model that does not depend on someone visiting each site.

Placing each workload

The decision is best made one workload at a time, with five questions:

  • What happens if it is unavailable for an hour, a day or a week?
  • Must it keep working at the site if the wide-area connection fails?
  • Do data-location, regulatory or contractual constraints rule any option out?
  • What density, power and cooling does its hardware need, now and later?
  • Does the organisation have the skills to run facilities, and does it want to keep them?

Practical application

The useful result, whoever draws it, is one page showing where each workload lives and why, revisited whenever a contract or a lease comes up for renewal. Pagin Consulting prepares maps of this kind, together with the requirements for each facility type.

Sources

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