
The velocity of digital business operations in modern enterprises has reached a point where manual intervention can no longer sustain the heavy demands of complex IT environments. As organizations scale their cloud architectures and distributed microservices from 2026 to 2028, the traditional help desk model is experiencing a critical failure point due to an overwhelming influx of technical tickets. The










