Log volumes continue to grow and software is deployed more frequently than ever before. This combination makes it difficult for observability platforms to keep up, inhibiting real-time visibility into log data.
High Latency: Centralizing massive datasets before you analyze them creates a delta between data creation and processing, making it difficult to support real-time analytics.
Outdated Dashboards: Teams practicing continuous delivery are unlikely to update dashboards after every deployment, making views in-service health quickly outdated.
Siloed Dashboards: Teams relying on metrics-based tooling might not have real-time visibility into their log data, instead only accessing data stores on an ad hoc basis.