Understanding ContinuumAI™: The 7-Principle AI Integration Framework for Success

Dabble Transitions to Grafana Cloud for Improved Incident Response Times

Update A New Era in Observability: Dabble’s Commitment to Grafana Cloud In an ambitious move, Dabble, an Australian-founded social sports betting platform, has made the strategic shift from a self-hosted Grafana environment to the fully managed Grafana Cloud. This transition aims to enhance observability, particularly as Dabble scales its operations across multiple regions, including Australia, the US, and the UK. The decision comes on the heels of growing recognition of the need for a more unified and efficient observability platform, an issue that many organizations face. Why Migrating Matters As cited in Grafana Labs’ 2026 Observability Survey, many companies struggle with complexity and operational overhead, which can obscure valuable insights during incidents. Dabble experienced these challenges firsthand. The move to Grafana Cloud not only addresses visibility gaps that hinder incident response but also alleviates the operational strain associated with maintaining self-hosted infrastructure. This allows Dabble’s teams to focus their efforts on developing their Site Reliability Engineering (SRE) functions, rather than on the mechanics of platform maintenance. Revolutionizing Incident Management with Grafana Assistant A crucial feature of Dabble’s new setup is the Grafana Assistant, which employs AI to streamline the incident response process. By enabling on-call engineers to pose natural language questions directly during incidents, the assistant enhances the speed of finding answers, eliminating the need for time-consuming manual data searches. This is particularly vital in high-pressure situations, such as during major sports events, where each second can translate into financial implications for the business. Adaptive Telemetry: Cost-Effective Data Management Dabble's increasing infrastructure produces a significant volume of telemetry data. Here, Adaptive Telemetry plays a pivotal role by managing this data in a way that cuts costs while preserving the actionable insights necessary for effective incident management. By intelligently controlling data retention and resolution, Dabble equips itself to handle its observability needs without experiencing ballooning expenses as it expands into new markets. Unified Approach to Mean Time to Resolution Grafana Cloud’s capability for correlated signal views and unified alerting has provided Dabble with enhanced alert fidelity and the tools to reduce Mean Time to Resolution (MTTR). On-call engineers can now trace an incident’s lifecycle from start to finish in a single interface, thereby drastically improving response times. This integration allows for efficient problem resolution, ultimately leading to enhanced operational stability. Shared Insights: Building a Team of Collaboration As Dabble operates in new markets, maintaining shared context across its SRE, Cloud, and Engineering teams becomes essential. The transition to Grafana Cloud promotes a collaborative environment where visibility is no longer siloed. This shared understanding reduces coordination overhead and ensures all relevant teams are aligned during incident management, ultimately supporting smoother operations as the company grows. Concluding Thoughts The integration of Grafana Cloud marks a significant advancement for Dabble as it pushes forward into international markets. By embracing modern observability strategies, the company stands to benefit from not only enhanced incident response times but also from a deeper, more collaborative operational mindset.