# AI Features settings and limits

Source: https://docs.qualflare.com/docs/ai/limits · Last updated: 2026-10-27

Qualflare AI usage limits by plan: Quo messages per day and month, monthly launch and case analyses, failure clusters held, resets and the project AI switch.

This page lists every AI usage limit in Qualflare by plan and the one project AI setting; the daily Quo message limit resets at 00:00 UTC, and monthly AI allowances reset on the workspace billing day.

## AI usage limits

Each AI feature in Qualflare has its own allowance, set by the workspace's plan (see [AI usage limits](https://docs.qualflare.com/docs/reference/glossary#ai-credits) in the glossary).

| Allowance              | Unit                           | Starter      | Core      | Scale     | Enterprise | Open Source  |
| ---------------------- | ------------------------------ | ------------ | --------- | --------- | ---------- | ------------ |
| Failure clusters       | failure clusters               | 2            | Unlimited | Unlimited | Unlimited  | Not included |
| Quo messages per day   | messages per day               | 10           | 50        | 100       | 5,000      | 10           |
| Quo messages per month | messages per month             | 100          | 500       | 2,000     | 100,000    | 100          |
| AI launch analysis     | launch analyses per month      | 10           | Unlimited | Unlimited | Unlimited  | 100          |
| AI case analysis       | case analyses per month        | Not included | 1,000     | 4,000     | 200,000    | Not included |
| AI case suggestions    | case suggestion runs per month | 5            | 50        | 500       | 25,000     | 5            |
| AI coverage analysis   | coverage analyses per month    | 5            | 50        | 500       | 25,000     | 5            |
| AI step generation     | step generation runs per month | 5            | 50        | 500       | 25,000     | 5            |

For prices, see [qualflare.com/pricing](https://qualflare.com/pricing/).

### Quo messages

Each message you send to Quo counts once toward both the daily and the monthly limit, and so does each AI filter you generate on **Explore**. On **Plan & Billing** they show as &#x2A;*Agent Messages (Daily)** and &#x2A;*Agent Messages (Monthly)**. At either limit, Quo shows an error with a **View plans** button. See [Quo](https://docs.qualflare.com/docs/ai/quo) and [AI filter](https://docs.qualflare.com/docs/ai/ai-filter).

### Launch analysis

AI Launch Analysis uses one analysis per uploaded [launch](https://docs.qualflare.com/docs/runs/launches) it analyzes, and a launch where nothing ran uses none. At the limit, new launches show **Analysis skipped**. On **Plan & Billing** this is **Launch Analysis**. See [AI Launch Analysis](https://docs.qualflare.com/docs/ai/launch-analysis).

*Figure: When the month's launch analyses are used up, new launches show Analysis skipped.*

### Case analysis

AI Insights uses one case analysis per uploaded launch in which its redundancy check runs. At the limit, the check is skipped and flaky detection continues. On **Plan & Billing** this is **Case Analysis**. See [AI Insights](https://docs.qualflare.com/docs/ai/insights).

### Case suggestions, coverage analysis and step generation

Case suggestions, coverage analysis and step generation are Quo's own monthly allowances: when Quo suggests cases, analyzes coverage or generates steps, it also uses that allowance. On **Plan & Billing** they show as **Case Suggestions**, **Coverage Analysis** and **Step Generation**.

### Failure clusters

The failure cluster limit counts the clusters a workspace holds at once, across all its projects, not a monthly use. At the limit, failures with a new pattern are still saved with their results, but they are not grouped. See [Failure Clusters](https://docs.qualflare.com/docs/ai/failure-clusters).

### When allowances reset

The daily Quo message limit resets at 00:00 UTC every day. Monthly allowances reset each month on the workspace's billing day, yearly plans included. Changing plans doesn't reset them. A subscription that isn't active keeps its monthly counters until it is active again.

### Who can see usage

Only the workspace Owner can see AI usage: **Plan & Billing** in the workspace sidebar needs (requires the Owner role in the workspace). See [Plans and limits](https://docs.qualflare.com/docs/administration/plans#ai-usage-limits).

## Project AI settings

Qualflare's project AI settings page has one setting.

**Location:** **Project Settings** > **AI Features** ([Project Settings](https://docs.qualflare.com/docs/administration/project-settings#accessing-project-settings))

### Enable AI Features

| Setting                | Default             | Who can change it                                     |
| ---------------------- | ------------------- | ----------------------------------------------------- |
| **Enable AI Features** | On for new projects | (requires the Editor role or higher in the workspace) |

The switch turns every AI feature in the project on or off. In the web app today, you also need the Editor role or higher in the project itself. See [Roles and permissions](https://docs.qualflare.com/docs/administration/roles-permissions).

*Figure: One switch turns every AI feature in the project on or off.*

### What stops when AI is off

When **Enable AI Features** is off:

* The Quo icon is hidden from the toolbar, and [Quo](https://docs.qualflare.com/docs/ai/quo) refuses messages for the project.
* The [AI filter](https://docs.qualflare.com/docs/ai/ai-filter) on **Explore** is refused.
* New launches get no [AI Launch Analysis](https://docs.qualflare.com/docs/ai/launch-analysis). The launch shows *AI is switched off for this project*.
* Failures in new launches aren't grouped into [failure clusters](https://docs.qualflare.com/docs/ai/failure-clusters).
* [AI Insights](https://docs.qualflare.com/docs/ai/insights) stops looking for Redundant cases. Flaky detection keeps running, because it doesn't use AI.

Below the switch, the page lists **Test Case Generation**, **Defect Analysis** and **Coverage Suggestions**. These rows describe what AI does in Qualflare. They are not separate settings, and you can't turn them on or off one by one.

## Related

* **Guides:** [AI in Qualflare](https://docs.qualflare.com/docs/ai) · [AI Insights](https://docs.qualflare.com/docs/ai/insights)
* **Reference:** [Plans and limits](https://docs.qualflare.com/docs/administration/plans) · [Project Settings](https://docs.qualflare.com/docs/administration/project-settings)
* **CLI/API:** [Upload results with qf collect](https://docs.qualflare.com/docs/cli/collect)
