[{"data":1,"prerenderedAt":90},["ShallowReactive",2],{"uc-eu-ai-act-energy-and-utilities":3},{"regulation":4,"term":11,"includeUnpublished":15,"indexable":16,"useCases":17,"asOf":89},{"id":5,"label":6,"issuer":7,"region":8,"url":9,"description":10},"eu-ai-act","EU AI Act","European Union","europe","https:\u002F\u002Feur-lex.europa.eu\u002Feli\u002Freg\u002F2024\u002F1689\u002Foj","Regulation (EU) 2024\u002F1689: risk based rules for AI systems, with obligations for high risk systems listed in Annex III and transparency duties under Article 50.",{"id":12,"label":13,"description":14},"energy-and-utilities","Energy and utilities","Power, gas and water utilities and energy retailers: billing, outage communication, field work and grid operations.",false,true,[18,24,29,33,37,42,48,52,56,61,66,70,74,79,83],{"slug":19,"title":20,"tier":21,"basis":22,"organizations":23},"industrial-asset-predictive-maintenance","AI predictive maintenance for industrial and energy assets","context-dependent","A system that advises engineers on the condition of equipment is usually minimal risk. Annex III point 2 lists AI systems intended as safety components in the management and operation of critical digital infrastructure, road traffic and the supply of water, gas, heating or electricity; if predictive maintenance acts on protection or control in a utility network, it can become high risk. Article 6(1) can also apply when the AI is a safety component of machinery or another product covered by Annex I legislation and that product must undergo a third party conformity assessment.",6,{"slug":25,"title":26,"tier":21,"basis":27,"organizations":28},"utility-billing-and-move-agent","AI agent for utility billing, payments, meter readings and move in or move out","A customer service agent for bills, readings and moves falls under the transparency duty for systems that interact with people (Article 50(1)): customers must be told they are talking to AI. If the agent assesses creditworthiness, for example to set a deposit when a new customer moves in, that part falls under Annex III point 5(b) and is high risk; keep credit decisions in separately governed systems. The agent is not a safety component in the operation of the gas, water or electricity supply (Annex III point 2), so safety reports such as a gas smell go straight to the emergency line rather than being handled by the agent.",5,{"slug":30,"title":31,"tier":21,"basis":32,"organizations":28},"smart-meter-analytics","AI analytics for smart meter and AMI data","Annex III point 2 covers AI systems intended to be used as a safety component in the management and operation of critical digital infrastructure and the supply of water, gas, heating or electricity. Meter health prioritization and usage disaggregation for program targeting are not intended as safety components, so they stay outside that scope regardless of whether a person reviews the output. The tier would instead be high risk if the same kind of analytics were intended as a safety component in network operation or supply, for example directly controlling grid or metering protection systems; a human in the loop is then an Article 14 obligation for that high risk system, not a way to fall outside the category.",{"slug":34,"title":35,"tier":21,"basis":36,"organizations":28},"power-line-vegetation-management","AI vegetation management for power lines","Annex III point 2 makes AI systems high risk when they are intended as safety components in the management and operation of the supply of electricity. Recital 55 defines such components as systems used to directly protect the physical integrity of critical infrastructure or the health and safety of persons and property. A system that only feeds a multi year trimming plan, which vegetation planners review and approve before crews act, informs maintenance rather than directly protecting the network, and is then usually minimal risk. The assessment changes when the design acts directly on protection, for example when vegetation risk scores automatically trigger fire risk protection settings or switch lines off without a person deciding; such a system should be assessed as a possible safety component. Standard GDPR duties apply where imagery shows private property or people.",{"slug":38,"title":39,"tier":21,"basis":40,"organizations":41},"water-network-leak-detection","AI leak detection for water distribution networks","Annex III point 2 makes AI systems high risk when they are intended as safety components in the management and operation of the supply of water, and Recital 55 defines such components as systems that directly protect the physical integrity of critical infrastructure. Recital 55 names systems for monitoring water pressure as examples of safety components, so a model that monitors flow and pressure may fall under Annex III point 2 when its failure could directly risk the network's physical integrity or people's safety, even without automatic valve control. Analysis of acoustic or satellite data used only to plan inspections is the likelier case outside Annex III. Assess each design on its own. Smart meter data tied to a household is personal data under the GDPR.",4,{"slug":43,"title":44,"tier":45,"basis":46,"organizations":47},"renewable-generation-forecasting","AI forecasting of wind and solar generation for grid balancing and trading","minimal","A model that forecasts generation output to inform a trading commitment or a system operator's balancing input is not intended as a safety component in the management and operation of electricity supply under Annex III point 2; it informs a commercial or planning decision that a trader, scheduler or system operator makes, rather than directly protecting the physical integrity of the grid. It carries no specific obligation beyond the Article 4 AI literacy duty, though a system operator's own internal risk policies may still require testing and review before a forecast changes a live balancing action.",3,{"slug":49,"title":50,"tier":21,"basis":51,"organizations":47},"storm-outage-prediction-and-restoration","AI storm outage prediction and restoration staging for power grids","Annex III point 2 makes AI systems high risk when they are intended as safety components in the management and operation of the supply of electricity. A system that forecasts outages and restoration times to inform a staging plan that a storm response manager reviews and approves informs the response rather than directly protecting the network, and is then usually minimal or limited risk. The assessment changes if the same kind of prediction were wired to trigger protective actions automatically, without a person deciding, which would need assessment as a possible safety component.",{"slug":53,"title":54,"tier":21,"basis":55,"organizations":47},"wildfire-smoke-detection-cameras","AI wildfire smoke detection cameras for utilities","Annex III point 2 makes AI systems high risk when they are intended to be used as safety components in the management and operation of the supply of electricity. Recital 55 describes safety components as \"systems used to directly protect the physical integrity of critical infrastructure or the health and safety of persons and property but which are not necessary in order for the system to function\", and gives \"systems for monitoring water pressure or fire alarm controlling systems\" as examples. Monitoring and alarm systems that do not switch anything can therefore fall inside the term, and having a person decide after an alert does not by itself remove a system from Annex III. The tier turns on whether the utility uses the cameras as a safety component in operating electricity supply, for example to protect lines, people or property, or only as a situational awareness tool for fire agencies. A provider that concludes the system is not high risk must rely on the Article 6(3) derogation, which requires the system not to pose a significant risk of harm to health, safety or fundamental rights, and must document that assessment before the system is put into service. A design in which a detection triggers protective shutoff or reclosing settings automatically is the clearest case for high risk treatment. Cameras that record people or private property also bring GDPR duties.",{"slug":57,"title":58,"tier":45,"basis":59,"organizations":60},"supplier-invoice-processing","AI for supplier invoice processing in accounts payable","Processing supplier invoices is not an Annex III use case, is not a practice prohibited by Article 5 and does not involve decisions about natural persons, so it is minimal risk and the AI literacy duty of Article 4 applies. Approvers who ask questions in chat use an internal tool they know is AI; if that is not obvious to the people using it, the provider must also inform them that they are interacting with an AI system (Article 50(1)).",2,{"slug":62,"title":63,"tier":45,"basis":64,"organizations":65},"autonomous-rfq-and-tail-spend-sourcing","AI agent for autonomous RFQ and tail spend sourcing","Sourcing indirect goods and services for the organization's own use is not listed in Annex III, and the system has no direct effect on individuals, so only AI literacy duties apply. Check the design if bidders are natural persons, for example sole traders, or if the agent produces any assessment of individual workers. Public bodies also remain bound by national public procurement rules on equal treatment and transparency, whichever tool runs the event.",1,{"slug":67,"title":68,"tier":21,"basis":69,"organizations":65},"identity-and-access-review-agent","AI agent for identity and access review and certification","A tool that only certifies IT system access and revokes over provisioned entitlements is not itself a use listed in Annex III, and makes no decision about a natural person's employment, benefits or creditworthiness. But scoring how an employee's access compares to their peers sits close to Annex III's category on monitoring and evaluating the performance and behavior of workers: if the score is used, or could be read, to judge conduct or performance rather than only system entitlements, treat it as high risk and run the full assessment. Keep the scoring scoped to entitlement risk, documented and reviewed, to stay on the lower risk side of that line.",{"slug":71,"title":72,"tier":21,"basis":73,"organizations":65},"autonomous-plant-process-control","AI for autonomous control of industrial plant processes","Annex III point 2 lists AI systems used as safety components in the management and operation of critical digital infrastructure, road traffic, or in the supply of water, gas, heating or electricity as high risk. An agent that only optimizes a process unit inside operating limits and safety systems that act independently is not obviously a safety component, while one whose failure would endanger the supply of gas, heating or electricity could be. Which side a given plant falls on depends on its design and use. The deployments recorded here are in Saudi Arabia and Japan, outside the EU market.",{"slug":75,"title":76,"tier":77,"basis":78,"organizations":65},"call-quality-and-compliance-monitoring","AI quality and compliance monitoring of every customer interaction","high","Scoring individual agents' interactions to monitor and evaluate their performance and behavior falls under Annex III point 4(b), employment and worker management. The Article 6(3) exception does not apply where the system profiles natural persons. Inferring agents' emotions is prohibited under Article 5(1)(f), except for medical or safety reasons. Inferring customers' emotions from their voice is emotion recognition on biometric data: high risk under Annex III point 1(c), and Article 50(3) requires informing the people exposed to it. Analytics that only aggregate interaction themes without evaluating individuals can fall outside the high risk category.",{"slug":80,"title":81,"tier":45,"basis":82,"organizations":65},"sales-quote-and-estimate-generation","AI quote and estimate generation from customer requirements","Drafting business quotes for a seller to review is not an Annex III use and does not interact with the customer as an AI system. It would need a fresh assessment if the system set individual consumer prices or terms in areas such as credit or insurance, where Annex III point 5 can apply.",{"slug":84,"title":85,"tier":86,"basis":87,"organizations":88},"collections-and-hardship-agent","AI agent for early collections and hardship support","limited","A customer facing collections agent must disclose that it is AI (Article 50). It is not listed in Annex III as long as it applies preapproved arrangement rules and does not itself evaluate creditworthiness; an affordability model that decides who gets which arrangement for individuals should be assessed separately against Annex III point 5(b).",0,"2026-10-14",1792420066745]