From Monitoring to Prediction: Embedding AI in Enterprise Observability Pipelines
Anand Sharma · International Journal of Advanced Research and Emerging Trends · 2025
This study examines how artificial intelligence can be used in enterprise observability to change monitoring from being reactive to being predictive. They make it easier to spot unusual things, respond more efficiently to incidents, and maintain the accuracy of data. The results demonstrate that with AI, there are fewer moments when the system is down, costs are lower, and issues can be solved more quickly, proving that AI observability is a key change for IT.