# AI Launch Analysis Source: https://docs.qualflare.com/docs/ai/launch-analysis · Last updated: 2026-10-27 AI Launch Analysis gives each uploaded Qualflare launch a risk level from its pass rate, a summary, failing areas and recommendations, on every plan. In Qualflare, **AI Launch Analysis** rates each uploaded [launch](https://docs.qualflare.com/docs/reference/glossary#launch) as Low, Medium, High or Critical risk from the pass rate of the tests that ran, and adds a summary, failing areas and recommendations. | Fact | Detail | | -------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Where | The AI Analysis card on a launch's **Overview** tab ([Launches](https://docs.qualflare.com/docs/runs/launches)) | | Plans | (available on Starter, Core, Scale, Enterprise, Open Source). Starter includes 10 launch analyses per month and Open Source 100 launch analyses per month | | Runs on | Launches you upload, for example with `qf collect` ([Upload results](https://docs.qualflare.com/docs/cli/collect)), never on launches started in the app | | Requires | **Enable AI Features** on in the project ([Project AI settings](https://docs.qualflare.com/docs/ai/limits#project-ai-settings)) | | Who | Anyone who can open the launch: (requires the Viewer role or higher in the project) | ## How AI Launch Analysis works AI Launch Analysis runs in the background for each launch you upload: * It is queued at upload, and the card shows **Generating AI analysis...** until it finishes. * It reads the launch's platform, OS, status, branch, environment, result counts and failing suites. * The risk level is computed from the [pass rate](https://docs.qualflare.com/docs/reference/glossary#pass-rate) of the tests that ran, not chosen by the model. * A launch where no test ran gets a Medium report that starts "No tests ran in this launch", with no model call and without using the allowance. * If the launch's failures belong to [failure clusters](https://docs.qualflare.com/docs/ai/failure-clusters) that are already named when the analysis runs, the analysis is given those clusters, up to 25. Clustering is a separate, slower job, so a new failure pattern's cluster is usually not named yet and adds nothing. *Figure: A completed analysis shows a risk level badge and up to four sections.* ## Where to find the analysis AI Launch Analysis appears as a card on the **Overview** tab of the launch's detail page. It is generated automatically for launches created from uploaded results. Launches you start in the app are not analyzed, and their card keeps showing **Generating AI analysis...**. ## Read the analysis When AI Launch Analysis is complete, the card shows up to four sections. **Failing Areas** and **Recommendations** appear only when they have items. ### Executive summary A brief, plain-language summary of the launch results, with a **risk level badge**: | Risk level | Badge | Pass rate of the tests that ran | | ---------- | ------ | ------------------------------- | | Low | Green | 95% or more | | Medium | Orange | 80% to under 95% | | High | Orange | 60% to under 80% | | Critical | Red | Under 60% | The pass rate is passed tests divided by passed, failed, error, timeout and aborted tests. Skipped tests don't count, and a launch where nothing ran shows Medium. ### Risk assessment Why the risk level was assigned: the patterns and failure types behind it. ### Failing areas Areas or suites with failures, each with its name, failure count, impact and a short description. Impact is High when the area holds 50% or more of the launch's failures, Medium at 20% or more, and Low below that. ### Recommendations A numbered list of specific, actionable next steps based on the analysis. ## Fields and states An AI Launch Analysis report has these fields, and each launch's analysis is in one of these states. ### Report fields | Field | Description | | ----------------- | -------------------------------------------------- | | Executive Summary | Plain-language overview of launch results | | Risk Level | Low / Medium / High / Critical, from the pass rate | | Risk Assessment | Explanation of why the risk level was assigned | | Failing Areas | List of areas with failures and impact levels | | Recommendations | Numbered list of actionable next steps | ### Analysis states | State | What the card shows | What it means | | ----------------------- | ---------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `pending` | **Generating AI analysis...** | The analysis is being generated. Refresh the page in a few moments | | `completed` | The report | The analysis is complete and ready to read | | `failed` | **Failed to generate analysis** | The analysis could not be generated. Qualflare retries automatically, so the card can still change. If it stays failed, it can't be re-run. The next launch you upload is analyzed as usual | | `skipped` | **Analysis skipped** | The workspace has used this month's launch analyses. They reset on the billing day, and **Plan & Billing** shows usage | | `disabled` | **AI is switched off for this project** | AI features are off for the project. Turn them back on in the project's settings to analyze new launches | | `unavailable` | The locked **AI Launch Analysis** card with **Open Plan & Billing**, or **Generating AI analysis...** | On an uploaded launch, the workspace's subscription is not active. Every launch starts in this state, so a launch you started in the app keeps it and shows **Generating AI analysis...** | | `completed`, unreadable | **No analysis available** | The analysis finished, but its report could not be displayed | *Figure: While the analysis runs, the card shows Generating AI analysis.* *Figure: With Enable AI Features off, new launches show this card instead of an analysis.* ## Limits and plan availability AI Launch Analysis (available on Starter, Core, Scale, Enterprise, Open Source) has these launch analyses per month: * Starter: 10 * Core: Unlimited * Scale: Unlimited * Enterprise: Unlimited * Open Source: 100 When the month's analyses are used up, new launches show **Analysis skipped** until the allowance resets on the billing day. Only the workspace Owner sees usage, on **Plan & Billing**. See [AI usage limits](https://docs.qualflare.com/docs/ai/limits#launch-analysis). ## Related * **Guides:** [Analyze launch results](https://docs.qualflare.com/docs/runs/analyze-results) · [Failure Clusters](https://docs.qualflare.com/docs/ai/failure-clusters) · [Create, triage and close defects](https://docs.qualflare.com/docs/defects/manage-defects) * **Reference:** [Launches](https://docs.qualflare.com/docs/runs/launches) · [AI Features settings and limits](https://docs.qualflare.com/docs/ai/limits) · [Plans and limits](https://docs.qualflare.com/docs/administration/plans#ai-usage-limits) · [Glossary: Launch](https://docs.qualflare.com/docs/reference/glossary#launch) * **CLI/API:** [Upload results with qf collect](https://docs.qualflare.com/docs/cli/collect)