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  • Artificial intelligence (AI) has the potential to transform the pharmaceutical industry. Each of the major pharma players is investing in the technology at some level, and there are a growing number of applications that address target and drug discovery, preclinical and clinical development, and postapproval activities.

  • As the construction industry starts its long climb up from the greatest collapse in recent history, companies are looking to repair the damage done by anxious suppliers who ceded margins to (unsuccessfully) maintain volumes. While this dynamic is perhaps most acute in the building materials markets, it is certainly not unique and can be seen across a wide range of commodity and manufacturing sectors.

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