# Keynote Case Study: National Mining Association — Mining Was Entering the Age of Autonomy
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## Article Content
The mining industry is often associated with heavy equipment, geology and physical infrastructure. But its future was becoming increasingly digital. That was the focus of my keynote for the National Mining Association. Autonomous equipment. Robotics. Artificial intelligence. Digitization. Virtualization. These technologies were beginning to redefine how mining could operate above and below ground. Six themes framed the discussion: Autonomous Equipment. Heavy machinery was gaining greater ability to operate with less direct human control. Robotics. Robots were moving into environments where safety, precision or repetition created clear value. Artificial Intelligence. Data analysis and machine intelligence were improving operating decisions. Digitization. More of the mine was becoming measurable and connected. Virtualization. Digital models were improving planning, simulation and remote operation. Workforce Transformation. Mining skills were increasingly combining traditional domain expertise with technology. The point was not that the mine would suddenly become fully autonomous. It was that autonomy would steadily move into more parts of the operation. Mining was entering the age of autonomy — and the physical industry was becoming a digital one.

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Source: https://jimcarroll.com/2018/03/keynote-case-study-national-mining-association-mining-was-entering-the-age-of-autonomy/