> ## Documentation Index
> Fetch the complete documentation index at: https://help.litlab.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Fluency Analysis: Review and Correct Student Recordings

> After students record their reading, LitLab AI analyzes each recording for WPM and accuracy. Teachers can listen, confirm, or correct the AI's analysis.

Every student recording is analyzed by LitLab's fluency AI within seconds of submission (when recording is enabled). The AI gives you a preliminary read on accuracy and WPM, but you stay in control — listen to the audio, confirm or correct the AI's miscue calls, and use the data to plan your next reteach.

<Callout icon="sparkles">
  **Unlimited AI fluency analysis** is included with the **Premium – Full Access** plan.

  Free and Premium - Educator Access plans include 5 AI analyses per week. After a student records, click Analyze with AI to use one of your available analyses.
</Callout>

## What the AI Measures

| Metric                             | What it shows                                                |
| ---------------------------------- | ------------------------------------------------------------ |
| **Words Correct Per Minute (WPM)** | Reading rate                                                 |
| **Accuracy %**                     | Words read correctly divided by total words attempted        |
| **Miscues**                        | Each word the AI flagged as misread, substituted, or skipped |

## Reviewing a Recording

<Steps>
  <Step title="Open the recording">
    From the [teacher dashboard](/progress/teacher-dashboard) or the assignment view, click **View details** on any submitted recording.
  </Step>

  <Step title="Listen along">
    Audio playback is synced with the text. The AI's flagged miscues are highlighted as you listen.
  </Step>

  <Step title="Verify analysis">
    Agree with the AI? One-click confirm. Disagree? Override the analysis by simply clicking on the word — your correction updates the score.
  </Step>

  <Step title="Save">
    Confirmed scores feed the teacher and admin dashboards.
  </Step>
</Steps>

## Why Teachers Stay in the Loop

The AI is consistently 90%+ accurate on early-reader recordings, but the last 10% matters — especially for emerging readers whose pronunciation is still developing. A 30-second teacher review per recording catches the edge cases and gives you a fast confirmation that your data is reliable.

<Tip>
  Make AI review part of your Friday data routine: spend 15 minutes listening to one recording per student before logging off for the weekend.
</Tip>

## How the Data Flows

* **Confirmed scores** populate your [teacher dashboard](/progress/teacher-dashboard) immediately.
* **Class-wide trends** appear in [class reports](/progress/class-reports).
* **Admin views** aggregate confirmed data across teachers — see the [admin dashboard](/progress/admin-dashboard).

## Privacy

Student recordings are never used to train AI models or shared outside your school. See [Privacy & Safety](/account/privacy-and-safety).