How AI Control Towers and Digital Twins Can Restore Pharmaceutical Profit Margins
· Source: pharmaceuticalcommerce.com
In short
AI-powered control towers and digital twins are emerging as essential tools to prevent costly supply chain failures and restore operational reliability in pharmaceutical companies. These technologies provide real-time inventory visibility, predict disruptions, and enable proactive supply chain management to prevent temperature excursions, expedited freight costs, and quality investigations that erode profit margins. By quantifying the costs of preventable failures and enabling reliable execution, these digital innovations can directly improve profitability and investor confidence in pharmaceutical business models.
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In the issue of week 51, 2025: Agentic AI and Orchestration Drive 67% Supply Chain Cost Cuts
Tags: pharmaceutical, supply-chain, digital-twins, control-towers, cold-chain, automation