When it comes to machine maintenance, digital tools promise a lot — from improving safety, meeting production targets and eliminating unplanned downtime to filling skill gaps and regulating supply-chain issues. But simply alerting users to machine malfunctions isn't enough to transform your business. To gain insight, Chemical Processing spoke with Tim Sykes, heavy industry machine health lead at Augury, a machine health solutions provider that combines advanced sensors with AI capabilities and human expertise.