If generative AI is innovative for enterprises in 2023, being cloud-based is ubiquitous. What that means is that the data today is extremely voluminous and complex. Not to mention that all that data needs proactive monitoring and analysis. Thus, data in observability and monitoring can often be complex and challenging to understand due to its sheer volume and diversity.