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Grafana Assistant in Grafana Cloud Introduced

Grafana Labs launched Grafana Assistant in Grafana Cloud in private preview.

Grafana Assistant in Grafana Cloud is a tightly integrated context-aware chat experience. It connects users to their observability data through a flexible interface that lets them ask anything, go places, make changes, and even run investigations in natural language.

Users new to the Grafana ecosystem can learn more about general concepts just by asking, and as they dig into specifics, the agent will drill into actual observability data available via Grafana to provide highly contextual answers to questions. More experienced users can run queries in natural language and even have data analyzed as part of a multi-step investigation.

Grafana Assistant appears as a sidebar within the Grafana interface, receiving context about the current page and providing relevant suggestions. Use cases for Grafana Assistant are limitless, but the team concentrated on a few core areas to start, ensuring it’s easy to interact with the agent through natural language to:

  • Ask questions about their observability data.
  • Navigate to specific views for metrics, logs, traces, or profiles.
  • Make bulk changes to dashboards.
  • Create new dashboards through natural language descriptions.
  • Perform multi-step investigations by following leads in their data.

"As the world's most ubiquitous visualization platform, Grafana is evolving to incorporate the latest technologies that are transforming our industry. With Grafana Assistant, we're making AI-powered observability a reality, not just as a concept but as a practical tool that helps users more quickly and easily diagnose issues, respond to incidents, build dashboards and alerts, and more – regardless of where their telemetry lives or how it's structured," said Tom Wilkie, CTO, Grafana Labs. “Grafana’s open source roots provide a unique advantage for our AI assistant; the wealth of content on the open web produced by our global community has enabled foundation models to be experts on Grafana, Prometheus, and Loki out-of-the-box. Our LLM-based agent was built to hit the ground running and provide meaningful assistance from day one.” 

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Grafana Assistant in Grafana Cloud Introduced

Grafana Labs launched Grafana Assistant in Grafana Cloud in private preview.

Grafana Assistant in Grafana Cloud is a tightly integrated context-aware chat experience. It connects users to their observability data through a flexible interface that lets them ask anything, go places, make changes, and even run investigations in natural language.

Users new to the Grafana ecosystem can learn more about general concepts just by asking, and as they dig into specifics, the agent will drill into actual observability data available via Grafana to provide highly contextual answers to questions. More experienced users can run queries in natural language and even have data analyzed as part of a multi-step investigation.

Grafana Assistant appears as a sidebar within the Grafana interface, receiving context about the current page and providing relevant suggestions. Use cases for Grafana Assistant are limitless, but the team concentrated on a few core areas to start, ensuring it’s easy to interact with the agent through natural language to:

  • Ask questions about their observability data.
  • Navigate to specific views for metrics, logs, traces, or profiles.
  • Make bulk changes to dashboards.
  • Create new dashboards through natural language descriptions.
  • Perform multi-step investigations by following leads in their data.

"As the world's most ubiquitous visualization platform, Grafana is evolving to incorporate the latest technologies that are transforming our industry. With Grafana Assistant, we're making AI-powered observability a reality, not just as a concept but as a practical tool that helps users more quickly and easily diagnose issues, respond to incidents, build dashboards and alerts, and more – regardless of where their telemetry lives or how it's structured," said Tom Wilkie, CTO, Grafana Labs. “Grafana’s open source roots provide a unique advantage for our AI assistant; the wealth of content on the open web produced by our global community has enabled foundation models to be experts on Grafana, Prometheus, and Loki out-of-the-box. Our LLM-based agent was built to hit the ground running and provide meaningful assistance from day one.” 

The Latest

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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