Skip to content
Creator Hubs›Applied Digital

Applied Digital

Applied Digital logo

News, updates, and expert insights from Applied Digital.

Discover the epicenter of AI innovation at Applied Digital, where our purpose-built data centers are engineered for peak performance. Revolutionize accelerated computing with our state-of-the-art design and power-centric facilities. Follow this channel for the latest from Applied Digital: product news, expert perspectives, and updates from the team.

137 episodesVisit website ↗
Channel Brief·Applied Digital · 137 episodes
Updated Apr 14, 2026

AI data centers demand new operational and community designs.

Applied Digital's channel argues that scaling AI infrastructure requires rethinking power, cooling, telemetry, and rural community integration—not just hardware. Evidence comes from live construction timelines and operational case studies.

This channel makes a single thesis: AI infrastructure has shifted from a design problem to an execution problem, demanding that operators master volatile power loads, real-time telemetry at scale, and deep community partnership. The content proves this by documenting Applied Digital's build of a 100 MW facility in rural North Dakota from ground-up, showing how traditional data center approaches fail when AI workloads can shift tens of megawatts in seconds.

Drawn from Power, Pressure, and Precision: What It Takes … and 3 more →

“AI workloads can trigger rapid, synchronized spikes and drops in electricity demand, shifting tens of megawatts in seconds.”

Power, Pressure, and Precision: What It Takes to Keep AI Online 24/7

By the numbers

2.5B

daily prompts on ChatGPT two and a half years after launch

$200B

global AI infrastructure spending forecast by 2028

100 MW

critical IT load in Building 1, Polaris Forge 1

150 MW

planned capacity for Building 2 at Polaris Forge 1

What the channel argues

DataAI facilities now exceed 100 MW, forcing redesign of commissioning and system validation.→
InsightHyperscale AI data centers produce millions of data points per second, making visibility mission-critical.→
DataApplied Digital transformed Ellendale wetlands into a 100 MW campus in under a year using prefabrication.→
DataNVIDIA targets 600kW racks by end of 2027, up from current sub-10kW, demanding complete infrastructure rethink.→
DataBuilding 1 at Polaris Forge 1 reached substantial completion with 100 MW critical IT load as of July 2025.→

What you'll learn

•Why legacy air-cooled data centers cannot handle AI workload density and thermal demands, forcing greenfield builds.
•How volatile, synchronized power spikes in AI workloads stress electrical and cooling infrastructure in ways traditional cloud does not.
•That rural towns hosting major data centers require active community partnership, workforce development, and housing support to succeed long-term.
•How real-time telemetry at scale enables operators to transform millions of data points per second into operational confidence.
•That commissioning a 100+ MW facility involves months of integrated system validation, not just equipment testing.

What to do about it

→Audit your existing data center power and cooling design against AI workload volatility requirements; plan for synchronized demand swings of tens of megawatts in seconds.
→If deploying AI infrastructure in rural regions, establish workforce and housing partnerships early and embed community benefit into the facility roadmap.
→Implement real-time telemetry and operational visibility systems from day one, treating data ingestion and decision-making as core to uptime and efficiency.

Who and what shows up

Philbert Shih

Founder, Structure Research

Hosted the Architects of Acceleration series, interviewing Applied Digital leadership on execution, community integration, and infrastructure design.

Nick Phillips

EVP of External Affairs, Applied Digital

Discussed community integration, workforce development, and rural revitalization as core to Applied Digital's Polaris Forge 1 build in Ellendale.

McGough Construction

Construction firm

Executed the substantial completion of Building 1 at Polaris Forge 1 with 100 MW critical IT load as of July 2025.

NVIDIA

AI infrastructure vendor

2025 GTC roadmap targeting 600kW racks by end of 2027, driving the infrastructure redesign requirements discussed throughout the channel.

International Data Corporation (IDC)

Market research firm

2024 report forecasting global AI infrastructure spending to exceed $200 billion by 2028, establishing the scale and urgency behind facility builds.

Questions this channel answers

Q

What makes commissioning a 100+ MW AI data center different from traditional builds?

Facilities at 100+ MW must validate entire integrated systems, power, cooling, controls, and teams under real-world conditions for months, not just equipment. Traditional builds operate at 5-10 MW and rely on simpler phased testing.

Power, Cooling, and Risk: What It Takes to Bring a 100MW… →
Q

How do AI workloads differ from traditional cloud workloads in power and cooling demands?

AI workloads are highly volatile, generating rapid, synchronized spikes and drops in electricity demand that can shift tens of megawatts in seconds, straining electrical and cooling infrastructure far more than the gradual, predictable loads of traditional cloud.

Power, Pressure, and Precision: What It Takes to Keep AI… →
Q

Why is rural location an advantage for high-density AI data centers?

Colder climates like North Dakota reduce energy usage and water consumption for cooling, enhancing efficiency and environmental responsibility while supporting sustainable infrastructure.

Opportunity Is Knocking, Small Towns Must Answer →
Q

What operational visibility challenges emerge as AI data centers scale?

Hyperscale facilities produce millions of data points per second, making it essential to transform raw telemetry streams into clear, confident operational decisions to maintain uptime and mitigate risk.

Visibility at Scale: How Data, Telemetry, and IT Archite… →
Q

How can data centers contribute to grid stability?

Data centers can rapidly reduce consumption or activate standby power during price spikes or grid emergencies, helping stabilize the grid in real-time and transforming from cost centers into grid assets.

Applied Digital Ellendale AI Data Center: February 2025 … →
Topics:Liquid-cooled AI data centersPower density and thermal managementTelemetry and operational visibilityRural infrastructure deploymentGrid stability and demand flexibility
Themes:Execution at scale, not design noveltyInfrastructure as community asset, not isolated facilityTelemetry-driven operations and grid partnership

Industry context

Data center development has shifted from demand forecasting to operational execution, with projects now constrained by power interconnection, community acceptance, workforce availability, and the ability to coordinate across complex supply chains at scale.

Want a show like this for your brand?

MarketScale produces and distributes branded shows like Applied Digital for B2B companies.

Book a Demo →