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.
Information you need, delivered in seconds
Powered by Testlio’s proprietary intelligence layer, LeoAI Engine™, LeoInsights is part of a growing suite of AI-driven products that deliver end-to-end testing orchestration. With predictive analytics and benchmarking layered in, it provides strategic recommendations instantly by analyzing multiple reports to improve efficiency and reduce manual effort.
Up to 90%
2-4 hours
100+ signals
Actionable QA intelligence, in a single reliable view
LeoInsights unifies your data, signals from the Testlio Platform, and anonymized cross-industry benchmarks to deliver intelligent recommendations that guide decisions around quality, risk, and investment.
Executive Summaries
Get an at-a-glance view of what changed, what matters, and where risk is rising. LeoInsights delivers on-demand executive summaries with clear, decision-ready recommendations for leadership reviews, release checkpoints, and quarterly planning.

Outlier Insights
Automatically surface unusual patterns, anomalies, and emerging risks that deserve attention. LeoInsights flags meaningful deviations in performance, coverage, or quality so teams can act quickly before issues escalate into customer-facing failures.

App Review Analysis
Identify quality issues customers are already talking about. LeoInsights analyzes app reviews and sentiment trends alongside testing data to surface user-reported bugs and experience risks that impact release confidence.

Value Calculator
Make the business case for QA investment with confidence. LeoInsights quantifies efficiency gains, cost savings, and avoided defect impact to support budget discussions and demonstrate the measurable value of your testing strategy.

Built with enterprise security in mind
LeoInsights is built on standards of privacy, fairness, and compliance you can trust. Testlio applies rigorous security measures across its AI systems, ensuring that data processed through our AI integrations is never used for model training. This approach is safeguarded under our ISO 27001:2022 certified controls and aligned with global privacy expectations such as GDPR. As a trusted Microsoft Supplier, we continuously demonstrate our commitment to the highest standards of security and transparency, further reinforced through our publicly available Trust Center.

Managed QA that takes work off your plate
When you work with Testlio, you get the consistency, coverage, and support you need without added management overhead. We bring together a global testing community, an intelligent platform, and years of proven expertise to help leaders move faster with confidence.
End-to-end execution
Shared accountability
Global coverage at scale
Release confidence, built in
Proven industry expertise
Learn how LeoInsights™ turns QA signals into a business advantage.
Frequently asked questions
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.
Testlio applies rigorous security measures across its AI systems, ensuring that data processed through our AI integrations is never used for model training. This approach is safeguarded under our ISO 27001:2022 certified controls and aligned with global privacy expectations such as GDPR. As a trusted Microsoft Supplier, we continuously demonstrate our commitment to the highest standards of security and transparency, further reinforced through our publicly available Trust Center.
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.