Some of the challenges of observability include:
The volume of data: Observability can generate a lot of data, making it difficult to collect, store, and analyze.
The complexity of data: Observability data can be complex, making it difficult to understand and interpret.
The lack of standards: No universally accepted standards for observability data exist, making integrating data from different sources difficult.