Blog / Ravelin product, Fraud analytics

Next-level reporting with Ravelin: Introducing Insights and AI-powered queries

Discover how the new Insights section and AI-powered queries in the Ravelin Dashboard simplify your fraud reporting.

17 June 2026

Next-level reporting with Ravelin: Introducing Insights and AI-powered queries

In the fast-paced world of payments and fraud, data is your most powerful weapon – but only if you can access it quickly and interpret it accurately. At Ravelin, we are constantly looking for ways to help you turn complex datasets into actionable and effective fraud prevention strategies.

The Ravelin Dashboard now boasts a new Insights section and innovative AI query builder functionality. This consolidates the reporting suite and adds a layer of automation that makes your data more accessible and easier to interpret than ever before.

All your metrics in one place

Until now, Ravelin Dashboard users looking to monitor their fraud KPIs, create reports, and get a better understanding of their fraud utilized the Analytics section for pre-calculated metrics and the Query Tool for deep dives into raw data.

We’ve combined the best of both worlds to create the Insights section, serving as your new central location for all reporting.

By bringing these tools together, Ravelin provides a single, intuitive interface to manage every report in your arsenal. Whether you need a quick pulse-check on performance or a granular investigation into transaction anomalies, you can find it all within Insights.

Insights section in Ravelin dashboard

Unrivalled reporting flexibility

All metrics and dashboards that were previously available in Analytics are now available in Insights, alongside all the sources, fields, and functionality previously found in the Query Tool.

Insights also comes equipped with pre-populated preset reports. This handy collection of reports is designed to help you get the most out of Ravelin reporting quickly by providing a starting point for your analysis.

Create a report in Insights


To access the migrated dashboards, go to "Boards" in Insights.

Pre-built product overviews are available within the Boards page within the "Preset" section.

The new Insights section also includes enhanced "Favorite" functionality, allowing you to star your most important Boards for instant access on your homepage.

Favorite boards section on Insights

Build queries with AI

We know that building complex reports can be time-consuming. Navigating vast datasets to find the right field or source often requires deep technical knowledge.

Following on from the popular AI fraud rule builder, Ravelin’s new AI query builder makes report creation as simple as having a conversation.

Instead of manually selecting every parameter, you can now simply describe what you need, and AI will do the heavy lifting.

For example, you can simply type: "Show me a breakdown of transactions over the last 3 months by market."

Then, the AI-driven query builder will:

  • decide whether a Standard or Aggregate report is best

  • automatically populate the necessary sources and fields

  • configure date ranges, filters, and breakdowns

This update significantly reduces manual effort, allowing your team to focus on strategy rather than configuration.

Build with AI in Insights

Collaboration made easy

Data is most valuable when it's shared. Ravelin has nifty features that let you collaborate with teammates in real-time.

Simply build your report or board in Insights and then share them with your team by adding relevant users via settings.

Share a Board in Insights

Alternatively, share reports by clicking “Get shareable link”, copying the link to your clipboard, and then sending it to your team.

The report will be accessible to anyone with a user account that has permission to use Insights.

Get shareable link in Insights

Get started today

Log in to your Ravelin Dashboard to explore Insights and start building your first AI-powered report.

For more information, please read our Help Center guide to Insights or get in touch with your Account Manager.

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