When the agent becomes part of the workload

Dependency-aware observability connects infrastructure failures with downstream business disruption impacts. Aseem Joshi, Head – IT Infrastructure, Aditya Birla Capital In a multi-cloud financial environment, AI can correlate events, predict degradation and expose dependencies that conventional component monitoring misses. Safe automated remediation requires reliable signals, suppressed false alarms, tested runbooks and visibility into the resources consumed by agents.