As CTO at Clover Imaging Group for 11 years, Tim has been at the forefront of leveraging AI/ML to transform business. Under his guidance, Clover partnered with Microsoft to build a machine learning artificial intelligence-based sales forecasting system. The implementation of machine learning has led to incredible efficiencies in Clover's inventory, transportation, financial, and distribution operations, which translate directly into improved customer product availability and delivery times. His team is now able to leverage technology that’s so quick and accurate – that it learns from its mistakes and needs minimal support and maintenance. Since the latest digital transformation, Clover's IT team has experienced an increase in requests from internal business unit leaders hoping to leverage relevant data more effectively and streamline their own internal processes.