The lack of integrated information with sufficient detail for analysis causes inefficient operation in metallurgical complexes Defining the right context for information use is essential for sustainable operations This being said, what are we doing to enable people to act upon information and to be aligned to optimize the use of resources like raw materials, energy, water and consumables for an entire metallurgical complex? Collaboration between all company entities is a key component of improving efficiency Evolution of web technology and object modeling of enterprise assets enables collaboration across the whole business Operational troubleshooting becomes faster as the organization acts on issues to reduce wasteful operation This paper presents a real time software infrastructure with tools that give users the ability to sift through available data, transform data into information for business continuous improvement and optimization We will introduce a distributed architecture for analyzing real time data, information and events using multidimensional analysis of information to detect anomalies based on the statistics of the data classified by time events to reduce the information into action We will relate to work currently under development at AngloAmerican Chile Copyright © 2013 IFAC.