*Companies want to move fast on AI, yet the very autonomy that makes AI agents valuable also makes them dangerous. An agent that can independently execute workflows, process customer data, and make decisions without human intervention can also make mistakes at machine speed — or worse, be manipulated by bad actors.

This is where enterprise AI platforms differentiate themselves from the consumer AI tools that dominate headlines. According to Hinchcliffe, building a production-grade agentic AI system requires hundreds of specialized engineers working on governance, security, testing, and orchestration — infrastructure that most companies cannot afford to build themselves.*