nPlan Executive Briefing: The Data Center Delivery Problem
$811 billion is being spent on data centers in 2026. Analysis of 750,000 past projects suggests most of them will be late. Here's what's actually going wrong - and what to do about it.
The value of the data center project pipeline in 2026 is a whopping $811 billion. The chips have been ordered. The land is secured. The power contracts are being fought over.
But analysis of 750,000 past project schedules tells a different story about what happens next. 88% of data center projects face delays before they've even laid the foundations. 60% slip by more than three months. A $1 billion facility routinely becomes a $1.3 billion one - and every week of delay is a week of stranded capital, depreciating chips, and deferred revenue.
The bottleneck isn't semiconductors. It isn't permitting. It's execution - the decisions made during delivery, at the moments that determine whether a project hits its milestones or doesn't.
This briefing sets out what the data shows, why it happens, and how the world's most advanced project AI is helping data center owners change the odds.
What you'll learn
- What a three-month slip actually costs. The maths on a 100MW build: $27-65m of deferred revenue before liquidated damages or a broken SLA.
- Why 88% of projects hit setbacks before the foundations are laid. Where delay originates on data center builds, and why it isn't chips, power or permits you should be worrying about.
- How bias gets baked into your schedule. Optimism, salience and availability bias quietly distort both durations and risk registers.
- Two projects where the slip was called in advance. A Virginia hyperscaler build forecast to within days, and a $40bn LNG facility that pulled start-up forward two months.
