Production planning is one of the most complex industrial challenges of the steel industry. To address this complexity, metals manufacturers have developed several IT solutions and business processes. However, in addition to complexity, the production process is systematically affected by unpredictable events. In most plants today, responding to production disruptions is a human decision made by operators - often leading to response time issues that can cause production downtime and additional costs. The smart agent technology provides a remedy.