Andy Lawrence

Andy Lawrence

Andy is a founding member and the Executive Director of Research for Uptime Institute Intelligence, which analyzes and explains trends shaping the critical infrastructure industry. He has extensive experience analyzing developments in IT, emerging technologies, data centers and infrastructure, and advising companies on technical and business strategies.

Latest Research

REPLAY | Uptime Institute 15th Annual Global Data Center Survey Results

The Uptime Institute Global Data Center Survey, now in its 15th year, is the most comprehensive and longest-running study of its kind. The findings in this report highlight the practices and experiences of data center owners and operators in the…

 
Uptime Institute Global Data Center Survey 2025

The 15th edition of the Uptime Institute Global Data Center Survey highlights the experiences and strategies of data center owners and operators in the areas of resiliency, sustainability, efficiency, staffing, cloud and AI.

Keynote Reports 28 min read
 
Is this the data center metric for the 2030s?

A report by Uptime's Sustainability and Energy Research Director Jay Dietrich merits close attention; it outlines a way to calculate data center IT work relative to energy consumption. The work is supported by Uptime Institute and The Green Grid.

 
Enterprises are still a key venue for corporate workloads

Although the share of processing handled by the corporate or enterprise sector has declined over the years, it has never disappeared. But there are signs that it may reclaim a more central role.

 
Power shortages may drive an on-prem renaissance

For the past 15 years, the case for moving workloads out of enterprise data centers and into the cloud and colocation has been strong. Power availability and demand for high-density capacity may change that.

Data centers weather grid failures — but utilities want change

Data center owners are as committed to Tier III and Tier IV designs as ever, but more will be required to share power, adding complexity and possibly risk.

 
REPLAY | Annual data center outage analysis 2025

Preventing outages continues to be a central focus for data center owners and operators. While infrastructure design and resiliency frameworks have improved in many cases, the complexity of modern architectures continues to present new risks that…

 
Annual outage analysis 2025

The prevention of outages has always been a top priority for data center owners and operators — but outages do occur. This report analyzes recent Uptime Institute data on IT and data center outages: their causes, costs and consequences.

REPLAY | Calculating data center work capacity: The EED and beyond

The data center industry has struggled to design and implement a meaningful measurement of deployed and utilized server work capacity and storage product terabyte capacity. Recent publications by The Green Grid and Uptime Institute offer the tools…

 
For a grid connection, form a disorderly line

Data center builders who need power must navigate changing rules, unpredictable demands — and be prepared to trade.

 
REPLAY | Uptime Intelligence Client Webinar: Cooling limitations for AI data centers

How far can we go with air? Uptime experts discuss and answer questions on cooling strategies and debate the challenges and trade-offs with efficiency and costs.Please watch this latest entry in the Uptime Intelligence Client Webinar series. The…

 
REPLAY | Strategies for powering data centers with carbon free power

Rapidly increasing electricity demand requires new generation capacity to power new data centers. What are some of the new, innovative power generation technology and procurement options being developed to meet capacity growth and what are their…

 
The DeepSeek paradox: more efficiency, more infrastructure?

The emergence of the Chinese DeepSeek LLM has raised many questions. In this analysis, Uptime Intelligence considers some of the implications for all those primarily concerned with the deployment of AI infrastructure.

Intelligence Updates 10 min read
 
REPLAY | Five data center predictions for 2025

Uptime Intelligence surveys the data center industry landscape to look deeper at what can actually happen in 2025 and beyond based on the latest trends and developments. The stronghold that AI has on the industry is a constant discussion - but how…

 
Five data center predictions for 2025

Uptime Intelligence looks beyond the more obvious trends of 2025 and examines some of the latest developments and challenges shaping the data center industry.

Keynote Reports 28 min read