Celonis chief scientist: enterprise AI needs context awareness

Devavrat Shah, chief scientist of enterprise AI at Celonis, advocates "decision intelligence," arguing AI agents need to understand business processes and constraints to avoid costly mistakes or wasted compute. He advises firms to start with a specific decision and invest in workforce education to interpret AI outputs.