A leading global mining company faced declining productivity at their flagship copper operation. With ore grades decreasing and operating costs rising, traditional approaches to extraction and processing were no longer delivering acceptable returns. The company needed to fundamentally rethink their operational model while maintaining production targets and meeting increasingly stringent ESG requirements.