> ## Documentation Index
> Fetch the complete documentation index at: https://koreai-ai-for-process-dev.mintlify.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Conversation Mining - Interactions

The Interactions page lets supervisors review and filter scored interactions within their assigned queues. It provides insights into conversation quality, agent performance, and customer experience — helping identify which interactions need coaching or follow-up.

Navigate to **Quality AI** > **ANALYZE** > **Conversation Mining** > **Interactions**.

<img src="https://mintcdn.com/koreai-ai-for-process-dev/Pafneso9ywEh2BIs/ai-for-service/quality-ai/analyze/conversation-mining/images/conversation-mining-default-page.png?fit=max&auto=format&n=Pafneso9ywEh2BIs&q=85&s=5bac960b5e7341a1295370a5607c67c4" alt="Conversation Mining Default Page" width="1914" height="607" data-path="ai-for-service/quality-ai/analyze/conversation-mining/images/conversation-mining-default-page.png" />

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## Key Capabilities

* **Review and filter interactions**: Access scored interactions in assigned queues to find conversations needing coaching or attention.
* **Monitor conversation quality**: Get a clear view of agent performance and customer experience at the conversation and agent level.
* **Gain deeper insights**: Use taxonomy-based Topic Discovery, topic-level sentiment, and resolution insights.
* **Filter by experience insights**: Apply filters for configured intents (L1, L2, L3), generated intents, and overall resolution status.
* **Audit with precision**: Customize the view using metadata and column controls, including configured intent and resolution columns.
* **Refine searches**: Use keyword filters with speaker-specific options, include/exclude terms, and options to hide resolved cases.
* **Navigate by timeline**: Use timeline-based search and jump-to-match for fast, focused review.
* **Save custom views**: Store preferred filter sets and column configurations for repeatable audits.

***

## Interactions Dashboard

### Columns

| Column                     | Description                                                                                                                                                                                                                                  |
| -------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **Agents**                 | Name of the agent who last handled and ended the interaction.                                                                                                                                                                                |
| **Processing Status**      | Green = all processes succeeded; Red = at least one process failed.                                                                                                                                                                          |
| **Actions**                | Assign the interaction to a bookmark for future reference.                                                                                                                                                                                   |
| **Queues**                 | The queue where the interaction was terminated. The evaluation form used matches this queue.                                                                                                                                                 |
| **Kore Evaluation Score**  | Auto QA score based on the completed evaluation form. Hover over the warning icon to see the API processing status.                                                                                                                          |
| **Sentiment Score**        | System-generated score based on the customer's words.                                                                                                                                                                                        |
| **Supervisor Audit Score** | Score assigned by the supervisor for audited interactions. Manual Evaluation metrics display a distinct indicator.                                                                                                                           |
| **Start Time**             | Conversation start time (for example, 24 May 2024, 1:17:10 PM).                                                                                                                                                                              |
| **Duration**               | Call duration including talk time, hold time, and ACW (for example, 0h 6m 25s).                                                                                                                                                              |
| **Moments**                | Counts for adherence, violations, and omissions. Hover to see details: Questions Adherence, Violations, Omissions. Select an interaction to view Moments in the AI-Assisted Manual Audit page. [Learn more](../ai-assisted-manual-audit.md). |
| **Sentiment Trend**        | Distribution of positive, negative, and neutral tones; tracks sentiment changes throughout the call.                                                                                                                                         |
| **Emotions**               | Customer emotional states detected during the conversation.                                                                                                                                                                                  |
| **Conversation ID**        | User-defined identifier for custom tracking.                                                                                                                                                                                                 |
| **Custom Conversation ID** | Unique system-generated identifier used as the primary key.                                                                                                                                                                                  |
| **Configured Intents**     | Topics or intents across all levels (L1, L2, L3), color-coded by sentiment (red, green, gray).                                                                                                                                               |
| **Generated Intents**      | AI-identified intents for each conversation.                                                                                                                                                                                                 |

<img src="https://mintcdn.com/koreai-ai-for-process-dev/pEsN3_dxHIfBdDcs/ai-for-service/quality-ai/analyze/conversation-mining/images/manual-audit-indicator.png?fit=max&auto=format&n=pEsN3_dxHIfBdDcs&q=85&s=5d8002ba2fe1db0623817786360442f9" alt="Manual Audit Indicator" width="1114" height="268" data-path="ai-for-service/quality-ai/analyze/conversation-mining/images/manual-audit-indicator.png" />

<Note>You must create bookmarks in [Settings](../configure/quality-ai-general-settings.md) before tagging interactions for future reference.</Note>

### Dashboard Filters

| Filter         | Description                                                                       |
| -------------- | --------------------------------------------------------------------------------- |
| **Columns**    | Include or exclude specific fields from the view.                                 |
| **Bookmarks**  | Assign interactions to bookmarks and view all bookmarks linked to an interaction. |
| **Date Range** | Select the date range for interactions; defaults to the last 7 days.              |

<Note>If you attempt to evaluate an interaction not assigned to you, you cannot submit the evaluation.</Note>

***

## Filters

Use filters to narrow results to conversations that need attention. Add filters from the **Filters** dropdown and refine using multiple category panels.

### Add a New Filter

1. Select the **Filters** dropdown in the upper-right corner.
2. Select **+ Add New Filter**.
3. Choose a **Filter By** category.

***

## Filter Categories

### Filter by Efficiency

Filters interactions based on handling metrics and process adherence.

1. Select **Channels** (Chat or Voice) to limit to a specific communication mode.
2. Select **Audit Status** to view Audited, Assigned, or Not Assigned conversations.
3. Enter the **Conversation ID** or **Custom Conversation ID** to filter a specific interaction.
4. From **Queues**, select the routing group.
5. From **Agent Groups**, select the group linked to the chosen queue.
6. From **Agents**, select the agent assigned to the queue.
7. Enable additional options as needed:
   * Filter by handling time
   * Filter by deviation from AHT
   * Deviation (%)
   * Number of Transfers

### Filter by Experience

Filters based on customer experience metrics.

| Filter                 | Description                                                                                                                         |
| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |
| **Avg. Waiting Time**  | Select a date range in seconds.                                                                                                     |
| **Sentiment Score**    | Slider to set min-max range for positive (higher) or negative (lower) sentiment.                                                    |
| **CSAT**               | Distribution of interactions by customer satisfaction score.                                                                        |
| **Configured Intents** | Filter by topic/intent across L1, L2, L3. Child lists update based on parent selection.                                             |
| **Generated Intents**  | Select configured or AI-suggested intents.                                                                                          |
| **Overall Resolution** | Filter by Resolved or Unresolved (both selected by default). A conversation is resolved when all applicable L3 intents are defined. |
| **Churn Monitor**      | Filter by Churn Risk (level of customer churn risk) or Escalation (number of escalations raised).                                   |

<img src="https://mintcdn.com/koreai-ai-for-process-dev/pEsN3_dxHIfBdDcs/ai-for-service/quality-ai/analyze/conversation-mining/images/experience-csat.png?fit=max&auto=format&n=pEsN3_dxHIfBdDcs&q=85&s=899ca08ea80845d4a5aa0101a6388d1c" alt="CSAT Filter" width="420" height="306" data-path="ai-for-service/quality-ai/analyze/conversation-mining/images/experience-csat.png" />

<Note>Select Configured Intent levels in order: L1 first, then L2, then L3. You must select at least one level to apply the filter.</Note>

### Filter by Behavior

Filters based on agent conduct and interaction dynamics.

| Filter                       | Description                                                                                                                 |
| ---------------------------- | --------------------------------------------------------------------------------------------------------------------------- |
| **Metric Name**              | Filter by specific evaluation metrics using Pass/Fail radio buttons.                                                        |
| **Metric Qualification**     | The selected metric appears as a tag; clear it with **X**. When opened from Adherence Heatmap, filters apply automatically. |
| **Language**                 | Select languages from the dropdown.                                                                                         |
| **Empathy Score**            | Measures how well the agent responds to the customer's emotional state. Higher = more empathetic.                           |
| **Crutch Word Score**        | Frequency of filler words used by the agent. Higher = more crutch words.                                                    |
| **Agent Playbook Adherence** | Adherence percentage to Agent AI playbooks for the interaction.                                                             |
| **Kore Evaluation Score**    | Automated QA score based on the evaluation form assigned to the queue.                                                      |

### Filter by Keywords

Search, filter, and review conversations by specific keywords or phrases.

<img src="https://mintcdn.com/koreai-ai-for-process-dev/pEsN3_dxHIfBdDcs/ai-for-service/quality-ai/analyze/conversation-mining/images/keyword-filter.png?fit=max&auto=format&n=pEsN3_dxHIfBdDcs&q=85&s=c28e7be8aeb02799fe6ec47dd33a2b96" alt="Keyword Filter" width="1117" height="873" data-path="ai-for-service/quality-ai/analyze/conversation-mining/images/keyword-filter.png" />

| Category                            | Details                                                                                                                     |
| ----------------------------------- | --------------------------------------------------------------------------------------------------------------------------- |
| **Select Conditions (AND/OR)**      | **AND**: All specified keywords must appear. **OR**: At least one keyword must appear.                                      |
| **Conversation Including Keywords** | Search by keyword or exact phrase with optional speaker filters (Agent only, Customer only, Both). Add up to 8 keywords.    |
| **Conversation Excluding Keywords** | Enter keywords that must not appear. Use speaker filters. Add up to 5 exclusion keywords. All exclusions use AND NOT logic. |
| **Audit Navigation**                | Supports transcript autoscroll and match relevance filtering.                                                               |
| **Apply Keywords**                  | Select **Apply Keywords** to activate filters, then **Apply** to run the search.                                            |
| **Filtered Interactions**           | Displays the count of interactions matching the selected keywords.                                                          |

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## Manage Saved Filters

| Action                    | Description                                                                                                       |
| ------------------------- | ----------------------------------------------------------------------------------------------------------------- |
| **Apply Filters**         | Stores current settings as an Unsaved Filter. Use **Save & Apply** to save and name filters for audit allocation. |
| **View Saved Filters**    | Shows all saved filters and their associated unsaved filters.                                                     |
| **Filtered Interactions** | Real-time count of matching conversations.                                                                        |
| **Customization Options** | Copy, Mark as Default, Edit, and Delete filters.                                                                  |

<Note>If interactions are not used for audit allocation, you can apply filters without saving.</Note>

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