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2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
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AI at work: Southern Nuclear’s adoption of Copilot agents drives fleet forward
Southern Nuclear is leading the charge in artificial intelligence integration, with employee-developed applications driving efficiencies in maintenance, operations, safety, and performance.
The tools span all roles within the company, with thousands of documented uses throughout the fleet, including improved maintenance efficiency, risk awareness in maintenance activities, and better-informed decision-making. The data-intensive process of preparing for and executing maintenance operations is streamlined by leveraging AI to put the right information at the fingertips for maintenance leaders, planners, schedulers, engineers, and technicians.
Vincent Ialenti
Nuclear Technology | Volume 207 | Number 9 | September 2021 | Pages 1377-1393
Technical Paper | doi.org/10.1080/00295450.2020.1868890
Articles are hosted by Taylor and Francis Online.
Drawing on 32 months of interview-based ethnographic fieldwork, this paper examines Finland’s “mankala” nuclear energy companies through the lens of anthropological theories of corporate form. Mankalas are limited liability companies run like zero-profit cooperatives that bring together consortia of Finnish corporations and municipal energy providers to purchase, finance, and share the output of jointly owned energy-generation facilities. They have long been associated with “uniquely Finnish” modes of trust, cooperation, societal cohesion, and transparency. In recent years, however, political-economic uncertainties have destabilized Finland’s mankala circuit, impacting how, whether, and when mankalas Teollisuuden Voima Oyj and Fennovoima have pursued new reactor projects. This has impacted reactor technology suppliers abroad, including France’s Areva, Germany’s E.On, and Russia’s Rosatom. With that in view, this paper explores whether anthropological analysis of Finland’s mankala corporate form can inspire new strategies for institutional innovation and reactor project financing for nuclear energy organizations. To chart out avenues for collaboration between anthropologists and nuclear energy practitioners, it concludes by proposing three pathways through which anthropological sensibilities could inform institutional decision making. I term these pathways holism, tracking and translation.