“This data center may not give us a lot of jobs in the long run,” Tor Langøy told WorldsEdge Media in a June interview.

The admission came as the Norwegian entrepreneur explained plans for an AI data center in the town where he was born. Viking Digital Campus is pursuing a network of computing facilities in Norway and Finland. Langøy wants the investment to support another kind of development, too: places where local residents can live, work and spend time after the construction crews leave.

“The main thing is really the real estate project,” he said. Langøy described a construction period lasting two to three years, when thousands of workers could be on site. The permanent jobs, he acknowledged, would be a different story.

His list of possible additions includes a hotel, housing, swimming pools and play areas for children. These are plans discussed by the company, not completed amenities. But they help explain why Langøy is thinking about real estate alongside the servers.

“Locals see something more tangible than just the data center,” he said. And the financing logic cuts both ways: “Without the data center we're not in a position to build.”

What the Town Could Gain

Tom Yeh, who works on Viking’s special projects, philanthropy and community development, told WorldsEdge that the project reflects Langøy’s personal connection to Norway. After years working outside the country, he said, Langøy “eventually always wanted to give back to Norway, and also in that region.”

Yeh described community development as part of his assignment from the outset. “He also wants the local community to thrive,” he said. That ambition includes looking for manufacturing and robotics activity that could employ people independently of the computing facilities.

Yeh said Langøy had tasked him with “bringing additional supply chain and different industry partners” to the region. Such work is still an objective, not evidence that factories or employers have committed to move in.

The scale of the electricity demand gives that discussion urgency. According to Statistics Norway, hydropower supplied 89.4% of the country’s electricity generation in August 2026. Norway’s renewable power and cool climate make it attractive to data center developers, but grid access remains finite. The Norwegian Water Resources and Energy Directorate (NVE) reported that data centers used 3.3 terawatt-hours of electricity in 2025, twice their 2023 consumption. In an August 2026 methodology paper, NVE projected approximately 8 TWh by 2030 and cautioned that not every planned project will be completed.

“We are focusing solely on the Nordics,” Langøy said, citing power availability and the reception the company had received in Finland. Viking’s own project description outlines phased campuses selected for grid access, cooling conditions and connectivity. Those are development criteria rather than a guarantee that any particular site will receive approval.

The U.S. offers a warning about what happens when growth meets resistance. A 2024 U.S. Department of Energy analysis estimated that American data centers consumed 176 TWh in 2023 and projected 325–580 TWh in 2028. In a 2026 review, the Electric Power Research Institute reported at least 25 U.S. data center projects canceled following local opposition in 2025, up from six in 2024 and two in 2023. Its research found that early engagement, transparency and benefits residents can verify are important to community acceptance.

Heat, Power and the Unanswered Questions

One possible benefit is the heat generated by computing equipment. Yeh said the team was looking at “how to reuse that heat for comfort and also for efficiency.” The interview did not establish a working heat-recovery system at Viking’s proposed campus.

Norway already requires developers planning new data centers above 2 megawatts to assess whether excess heat can be put to use. The rule took effect in April 2025, and NVE must approve the assessment before construction begins. Assessing heat reuse is not the same as delivering a working system, however, and the government has considered stronger requirements.

These projects still require substantial electricity, land, grid infrastructure and construction materials. Nor does a hotel or recreation space automatically offset those costs. The meaningful test for Viking will be which proposed benefits are financed, built and accessible to the people living nearby.

Langøy’s argument is that the computing facility can make other investments possible. Whether the town gains lasting jobs, useful amenities and local economic activity will depend on what happens after the data center deal is made.

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