549 Figure 35 - Flow of the methodology 4. RESULTS By adopting a macro-level perspective and emphasizing the identification of bottlenecks, the datadriven methodology prevented the company from making isolated improvements that do not affect the bottom line. For example, the platform visualized specific fleet constraints, tracking OEE performance at 64.7% against a 23.5% budget restriction, while visualizing idle times and non-programmed maintenance. Armed with this data, operational leaders validated insights in the field and applied targeted innovation exactly where the flow was interrupted. Over a three-year period, this constraint-focused automation enabled the prioritization of efforts and the successful execution of more than 300 initiatives. The comprehensive transformation program achieved significant quantitative results in productivity, safety, and overall operations, effectively solving technical complexity while ensuring that every innovation effort directly contributed to the company's throughput. Figure 2 – Visualization of the OEE and Bottleneck Analytics Dashboard
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