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  "documentTitle": "2025 The AI Dossier",
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      "text": "ISSUE/OPPORTUNITY: In the mining industry, drones are increasingly used for tasks such as mapping, management of dam tailings, safety management, blast assessment, environmental monitoring, and haul road optimization. In the case of Optical Gas Imaging (OGI) to detect gases and volatile organic compounds leaking from vessels (e.g., pipelines), unmanned drones mounted with OGI cameras have proven useful for surveying a variety of equipment over vast areas. Using drones in this way permits frequent scans and reduced costs associated with fugitive gases. Yet, while advanced AI solutions (e.g., volumetric monitoring) have been developed for applications using drone footage, manual inspection of drone footage is still required for environmental monitoring, security review, safety assessment, and retrospective analysis.",
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      "text": "HOW AI CAN HELP: Smart summaries: Combined with computer vision solutions, AI can create smart assistive summaries in natural language from thousands of hours of drone footage. Assistive smart summaries can be based on a pre-determined template requested by the user, where observations are generated about elevations, topology, lighting, vegetation, and other factors. Summaries can also be queried in natural language so questions can be asked without the assessor manually reviewing all footage. Querying the footage: When using OGI to detect leaks, there may be instances where a leak is irreparable but still must be managed. With AI, specific sites can be efficiently reviewed and monitored using simple natural language queries.",
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