Get a clear read on what’s working and what isn’t, instantly.

Turn fragmented testing data into intelligent signals that drive faster decisions, clearer priorities, and higher release confidence at a global scale. LeoInsights™ delivers on-demand AI-powered recommendations to help you surface risks, trends, anomalies, and strategic gaps quickly.

A platform still shows an Executive Summary for Acme, Inc. The summary notes highly polarized user sentiment (53.19% one or two-star ratings) and critical issues with Log-in and Session Management. Below the summary is a feed of specific app store reviews from the Google Play Store and App Store, including a 1-star review titled
The Outlier Insights dashboard shows two AI-generated recommendation cards. The first,
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End-to-end execution

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Shared accountability

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Global coverage at scale

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Release confidence, built in

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Proven expertise

Learn how LeoInsights™ turns QA signals into a business advantage.

FAQs

LeoInsights leverages fragmented QA signals and our proprietary intelligence layer, built on over 13 years of testing data, to surface relevant trends, emerging risks, anomalies, and strategic gaps within seconds. It allows our delivery team to spend less time manually stitching together data so they can focus on providing more strategic guidance, improving prioritization, and helping you get the most out of your engagement with us.

No, LeoAI Engine and its products are part of our Platform. They are designed to support our community and manage different stages of the testing lifecycle. They are not standalone tools.

You do not need to directly use the Testlio Platform to benefit from LeoInsights. The insights are used by Testlio’s Delivery team to continuously improve test strategy, focus areas, and execution quality. As a result, you benefit from stronger, more targeted delivery outcomes as part of our managed services offering.

Yes, all clients will have access after launch. While you will be able to use and explore the features upon logging in, our initial recommendation is to work with your delivery team to review the findings, provide tailored context, and determine next steps aligned with your objectives. We will continue to optimize and refine models based on your feedback and will progressively expand client-facing adoption and supporting guidance.

If you’re a new client, please note that the solution may not have enough data to populate results for Outlier Insights and Executive Summaries. As a general industry best practice, we ask that you wait until you have at least one month of data for directional insights, one quarter for executive-level reporting, and six to twelve months for the highest confidence.

LeoInsights uses a combination of leading large language models and our proprietary algorithms to deliver instant recommendations within our Platform.

LeoInsights uses shared model infrastructure, but customer data is isolated and is never exposed to other customers. The data we use for LeoInsights includes:

  • Executive summaries – We pull data from the existing Platform reports, which includes data on tests, runs, issues, devices, locations, languages, testers.
  • Outlier insights – For the initial release, which includes two insights, we pull data from a) Issues and b) Devices, browsers, and their usage in tests.
  • Value calculator –  We use our revenue data and combine it with other account-level data from our database, such as approved manual testing and CS/QM hours, the number of unique testers and devices, and the volume of high- and medium-severity issues.
  • App review analysis – Publicly available app reviews from the App Store or Google Play Store.

Yes. We understand that highly-regulated industries may have stricter protocols for AI use. While we have rigorous security practices in place, our clients can opt out of using AI products and recommendations for their engagements. For clients who have already opted out of AI use, please rest assured that we will honor your request and won’t make LeoAI Engine or its products available within your workspaces.

LeoInsights is currently included at no additional charge as a standard component of our managed crowdsourced testing solutions.