Understand the real impact of AI on your team's delivery with the Agents dashboard

As teams increasingly adopt AI agents to speed up their day-to-day work, understanding how these tools actually help your team achieve its goals has become essential.

Until now, measuring the success of AI has meant looking at disconnected numbers – like monthly seat counts or token consumption charts – that tell you very little about real-world productivity. Without visibility into how agents impact work in progress, leaders and team members are left wondering whether their AI agents are truly saving time, clearing backlogs, or improving workflow efficiency.

The Agents dashboard brings clear, outcome-focused insights directly into Jira’s Reports tab. By connecting AI agent activity directly to your team’s Jira work items, you can easily see what’s working, scale high-impact AI habits across your team, and confidently demonstrate the value of your AI investments right where your work happens.

How it works

Zero setup, instant visibility from day one. Adopting AI shouldn’t mean spending hours building custom dashboards just to understand if your team is actually using it. With the new Agents dashboard, every space automatically comes equipped with a pre-built default view and an extensive library of ready-to-use charts. Right out of the box, you get immediate visibility into where agents are actively contributing to your team’s work.

Measure real workflow impact, not just vanity metrics. Evaluating the true return on investment of AI requires moving beyond basic activity counts to assess concrete business and project outcomes. The dashboard tracks core productivity metrics – like active users, total sessions, and cycle time – so you can critically evaluate how agent involvement directly impacts project momentum and workload relief. With reliable, outcome-driven data, you can benchmark agent performance against standard team baselines and prove the tangible value AI brings to your day-to-day workflows.

Custom reports tailored for every stakeholder. Different teams need to evaluate agent activity through different lenses, and a one-size-fits-all view rarely works. With the Agents dashboard, you can easily slice and filter any chart across multiple dimensions and save up to five custom reports per space. Whether department leaders need to evaluate overall adoption trends and operational efficiency or project leads want to assess which specific agents perform best on complex initiatives versus routine tasks, everyone gets the targeted views they need to make data-driven decisions.

Let Rovo do the heavy lifting on agent evaluation. Charts show you what is happening, but evaluating why specific trends emerge usually takes manual digging. With built-in Rovo analysis, you can prompt Rovo directly on any chart to evaluate agent effectiveness, explain sudden shifts in team velocity, and surface hidden workflow bottlenecks. Rovo interprets complex operational data and agent interactions in seconds, delivering actionable takeaways so you can continuously assess and optimize how agents support your teams.

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