Enterprises are moving past simple chatbots into complex, business-critical AI systems. Different teams are experimenting at once, which sounds exciting but quickly turns chaotic. Costs rise, systems fragment, and reliability drops when there’s no shared control layer. The OpenAI outage in August 2025 made this painfully clear: copilots froze, chatbots failed, and productivity tanked across […]