In changing, volatile times, process manufacturers must find new ways to manage demand, improve production and maximize margins. Advancements in artificial intelligence (AI) are giving operators new insights to anticipate issues and make smarter, faster decisions.

Leading chemical companies across the globe face more competitive pressures with volatile market conditions and a rapidly changing workforce pushing the demand for increased sustainability and profitability. Digital twins offer new levels of operational excellence through enterprise-wide insights that drive improved business operations.