The modern environment in the global supply chain is becoming highly unpredictable, and pharmaceutical corporations are struggling to ensure the stable availability of necessary drugs in a growing presence of uncontrollable risk. Speculative buying is among the most urgent problems, those fear-related explosions of the need to use or purchase some medications, which appear due to a geopolitical situation, pandemic, or delusion. Such synthesized spikes may run out inventories resulting in severe shortages of drugs, which affect patient care. In order to eliminate this challenge, the pharmaceutical sector is relying on predictive artificial intelligence (AI) programs that can anticipate such disruptions and put them under control before they evolve into crisis.

Pinaki Bose is one of the most prominent thinkers who have been addressing this multifaceted challenge due to his experience in the field of AI, data science, and pharmaceutical supply chain management. Pinaki has spent the past years climbing up the career ladder as head of multidisciplinary teams that design and implement futuristic AI solutions that are transforming the way supply chain risks are being managed. Throughout his career, he has made significant contributions, including leading a large-scale project bringing together data engineering, user experience and predictive analytics in an effort to avoid shortages in medication prior to their occurrence. Not only has this increased resilience in operations, but it also placed Pinaki in a position of credibility within the industry.