--- title: "Next-level reporting with Ravelin: Introducing Insights and AI-powered queries" date: 2026-06-17T10:10:00+01:00 author: Ashleigh Luccini Gilera canonical_url: "https://www.ravelin.com/blog/fraud-reporting-insights-ai-queries" section: Blog --- Blog /[Ravelin product](/resources?search=&category%5B0%5D=228587#resourceContainer "Go to Ravelin product"), [Fraud analytics](/resources?search=&category%5B0%5D=134547#resourceContainer "Go to Fraud analytics"), [Agentic commerce](/resources?search=&category%5B0%5D=280319#resourceContainer "Go to Agentic commerce") # 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blogSmall/277428/495-Introducing-Insights-blog-Feature-885x505-1.webp) In the fast-paced world of payments and fraud, [data](https://www.ravelin.com/blog/machine-learning-and-fraud-prediction-what-data-is-required-to-make-it-work) 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](https://www.ravelin.com/blog/success-of-fraud-prevention-tools), 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277455/Insights-section-in-the-Ravelin-dashboard.webp) ## 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277686/Create-a-report-in-Insights.webp) 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277462/Favorite-Boards-in-Insights.webp) ## 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](https://www.ravelin.com/blog/ai-fraud-prevention-rules), 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277463/Build-with-AI-in-Insights.webp) ## 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](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277687/Share-a-board-in-Insights.webp)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](https://support.ravelin.com/User-Roles-1c91aa0ba0594e318a5347f61748b8f0) that has permission to use Insights. ![Get shareable link in Insights](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_blueFrame/277466/Get-shareable-link-in-Insights.webp) ## 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](https://www.notion.so/ravelin/Insights-21e42f7b1dc14d7aaedc7a3fb41042a4#3497459ee63c80afaca3ecd0b89f68aa) or get in touch with your Account Manager. ![Ravelin Logo](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/ravelin-symbol-logo-transparent.webp) ## Payment fraud solutions, done better Learn about Ravelin's AI-native payment fraud solution, which powers the secure growth of 340+ merchants. [Discover it here ](https://www.ravelin.com/solutions/online-payment-fraud) ## Author ![Ashleigh Luccini Gilera](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_avatarSmall/267519/ashleigh.webp) Ashleigh Luccini GileraSenior Product Marketing Manager Ashleigh's path into Product Marketing is grounded in a foundation of commerce and client advocacy, beginning with a BSc in Business Management… [More from this author](https://www.ravelin.com/author/ashleigh-gilera) ## Related content [Blog / Payments & payment fraud ### Card payment liability shift – everything you need to know to reduce chargeback burden The knowledge you need to make the most of liability shifts and reap the benefits for your company – including saving money on chargebacks. ![Freddie burgess](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/281707/freddie-burgess.webp)Freddie Burgess,Senior Product Support Analyst](https://www.ravelin.com/blog/card-payment-liability-shift-for-chargebacks) [Blog / Fraud analytics ### Refund abuse KPIs: How to measure and reduce refund fraud rates What you need to know to assess and quantify refund abuse – as well as to measure whether your refund abuse solution and strategy are delivering results. ![Can](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/280078/can.webp)Can Colak,Senior Product Manager](https://www.ravelin.com/blog/how-to-measure-refund-abuse-kpis) [Blog / Press release ### Driven by AI, customers now rival criminals for ecommerce fraud, say merchants Global ecommerce fraud enters a new phase as losses continue to climb. Merchants now view criminals and their own customers as presenting a comparable risk, and there's a gap in AI adoption. ![Ravelin Symbol Blue 1](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/187712/Ravelin-Symbol-Blue-1.webp)Ravelin Technology](https://www.ravelin.com/blog/ravelin-fraud-survey-2026-press-release)