Shark Tank’s Kevin O’Leary Plots Massive Data Centers Across US, Canada

Why It Matters

Securing massive, reliable power for AI workloads gives O’Leary Digital a strategic foothold in the rapidly expanding hyperscale data‑center market, potentially reshaping North‑American compute infrastructure supply.

Key Takeaways

• 7.5 GW power capacity per Wonder Valley campus
• Total planned capacity reaches 15 GW across Utah, Alberta
• Project spans roughly 26,000 acres of North American land
• Joint venture with West GenCo handles regulatory coordination
• Natural‑gas plants proposed to supply most of required electricity

Pulse Analysis

The surge in artificial‑intelligence applications has turned power availability into a decisive factor for data‑center developers. While most operators focus on incremental expansions, O’Leary Digital is betting on a megaproject model that couples vast land parcels with gigawatt‑scale generation. By anchoring its campuses in the Golden Spike District of Utah and the energy‑rich region of Grande Prairie, Alberta, the company taps into existing transmission corridors and abundant natural‑gas supplies, positioning itself to meet the insatiable demand of hyperscale cloud providers.

Power strategy is the linchpin of the venture. In Alberta, O’Leary plans an 8.5‑gigawatt natural‑gas plant, dedicating the majority of output to its compute facilities, a model that mirrors the yet‑undisclosed Utah approach, which references access to major interstate gas pipelines. Partnering with West GenCo streamlines permitting and state‑level coordination, mitigating regulatory delays that have plagued other AI‑centric data‑center projects. The dual‑jurisdiction footprint also diversifies risk, allowing the firm to balance differing energy policies and market incentives across the United States and Canada.

If realized, the 15‑gigawatt platform could become one of the largest integrated power‑compute complexes on the continent, challenging incumbents like Equinix and Digital Realty. The scale promises economies of scope for tenants seeking dedicated, high‑density AI infrastructure, while also attracting ancillary services such as edge networking and renewable‑energy partnerships. However, the reliance on natural‑gas raises environmental scrutiny and potential policy headwinds. Investors and industry watchers will monitor how O’Leary Digital navigates these dynamics, as the outcome may set a precedent for future AI‑driven data‑center megaprojects.