Choosing the Right Data Center: When the Best Option Depends on Your Business Priorities

A common misconception in Data Center selection is that there is always a "best" facility. Meanwhile, the most suitable Data Center depends on the organization's operational requirements, growth strategy and risk tolerance.

This use case illustrates how two facilities with seemingly similar characteristics can lead to very different hosting decisions.

Business Scenario 1

A company plans to host its core business applications in a colocation Data Center environment. The project requires approximately:

• 40 racks
• High availability
• Multi-year hosting commitment

Following an initial market assessment, two facilities are shortlisted.

Data Center A & Data Center B infos

 First Observation

At first glance, both facilities appear capable of supporting the project. They offer:

• identical IT space;
• sufficient power capacity;
• adequate cooling infrastructure.

Yet their strategic positioning is very different. The decision cannot be made using a single criterion.

Business Applications and Maximum Resilience

Assume the company intends to host:

• ERP systems;
• databases;
• customer-facing applications;
• virtualized environments.

The primary objective is operational continuity. In this scenario, Data Center A presents several advantages.

Stronger Redundancy

The 2N electrical architecture provides higher resilience. This may be particularly valuable for organizations operating critical workloads.

Richer Connectivity Ecosystem

With eight available operators, the facility offers:

• greater carrier diversity;
• stronger redundancy options;
• improved network flexibility.

For organizations prioritizing business continuity, connectivity often becomes as important as power infrastructure.

Recommendation

Under this scenario, Data Center A would likely represent the most appropriate choice. Not because it is technically superior in every aspect, but because its characteristics align more closely with the business objective.

Business Scenario 2

AI, GPU and High-Density Workloads

Now consider a different situation. The company plans to deploy:

• GPU clusters;
• AI applications;
• machine learning environments;
• high-performance computing workloads.

The infrastructure requirements change significantly.

Higher Power Density

Data Center B supports:

15 kW per rack compared to 8 kW per rack for Data Center A. This becomes a critical factor for modern AI workloads.

Greater Available Capacity

The facility also offers more available power and larger cooling reserves. These characteristics increase future scalability.

Recommendations

For AI-intensive workloads, Data Center B becomes the stronger candidate despite its lower redundancy profile. The ability to support denser environments may outweigh other consideration

What This Use Case Teaches Us

The objective of Data Center selection is not to identify the "best" facility. It is to identify the facility that best aligns with business priorities.

The same infrastructure can be excellent for one organization and unsuitable for another.  The quality of the decision depends on the quality of the requirements definition.

Key Questions Before Comparing Providers

Before evaluating Data Centers, organizations should clarify:

What workloads will be hosted?

·       Traditional enterprise applications?

·       AI workloads?

·       Hybrid environments?

What level of resilience is required?

·       N+1?

·       2N?

·       Multiple sites?

What growth is expected over the next five years?

Current needs rarely remain static.

Is connectivity a strategic requirement?

Carrier-neutral ecosystems can create significant long-term advantages.

Will higher rack densities be required in the future?

The answer may fundamentally alter the selection process.

 This use case highlights a reality frequently observed during hosting projects. Data Center selection is rarely a technical exercise alone.

It is a business decision shaped by priorities, risk appetite and future growth assumptions. In this instance :

• Data Center A is the stronger option for resilience and connectivity-driven strategies.
• Data Center B is the stronger option for high-density and AI-oriented environments.

Neither choice is universally correct. The right decision depends entirely on what the organization is trying to achieve

Related Service : Infrapick Decide

Independent support for:

• Hosting strategy definition
• Data Center selection
• Provider comparison
• Capacity planning
• RFP support
• Decision-making assistance

Because choosing a Data Center is not about finding the biggest facility. It is about finding the right one.

 About the Author

A telecommunications engineer by training, Azimath Olayemi Adjassa has spent more than twelve years working across digital infrastructure, telecommunications and critical environments. Her areas of interest include the intersection of connectivity, Data Centers, digital sovereignty and artificial intelligence.

She is a Data Center consultant and the founder of Infrapick Ltd, an advisory practice specializing in Data Center hosting decisions and capacity intelligence within the African infrastructure ecosystem. Her approach combines supporting organizations in making informed hosting decisions with improving the visibility of available infrastructure capacity for operators.

Her ambition is to bridge the gap between user requirements and the operational realities of the industry, while contributing to a more transparent and accessible market—one where investment, hosting and development decisions are driven by reliable data and a shared understanding of critical infrastructure challenges.