• DATA
  • TRENDS
  • REVIEW
  • HUMAN

How to audit agent interaction logs with your AI

Connect 8x8 Contact Center to your AI client to turn raw call logs into searchable, conversational data.

Ask AI about this page

Short answer

How can I audit agent interactions using my AI?

You ask your agent to find specific calls or agent behaviors, and it pulls the relevant metadata from 8x8. This lets you skip manual log exports and go straight to the answers you need. You'll see exactly how the data maps to your questions below.

Audit outcomes

Where your data lands.

What you get when you query your logs.

DATA

Specific call metadata

The AI pulls precise details like timestamps, durations, and agent IDs from your 8x8 history. You get the exact numbers without digging through dashboards.

TRENDS

Behavioral patterns

Ask about how often certain agents handle specific call types. Your AI identifies these patterns across your interaction history.

REVIEW

Targeted interaction checks

Find specific instances where an agent met or missed certain criteria. This provides the context needed for quality assurance.

HUMAN

Manual intervention

The AI identifies outliers or problematic logs that require a person to step in and review the actual audio or take corrective action.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your natural language questions and the 8x8 database.

  1. Query parsing

    Your agent translates your question into a structured request for the 8x8 data.

    list_agent_interactions

  2. Log retrieval

    The AI searches through your historical contact center records to find matching interactions.

    list_agent_interactions

  3. Data synthesis

    The AI organizes the retrieved metadata into a readable format that answers your specific question.

    list_agent_interactions

  4. Insight delivery

    Your agent presents the findings, highlighting specific agent IDs or call timestamps you asked for.

    list_agent_interactions

Try it

Copy these to start.

Paste these directly into your chat to begin auditing.

Starting points

These are basic starting points. Swap out the agent names or timeframes to match your actual 8x8 data.

8x8 Contact Center Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_1A2rrxWivItFS0Fw3zvy9BxK83bg9msPckXhoBQG/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — 8x8 Contact Center capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "8x8-contact-center-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1A2rrxWivItFS0Fw3zvy9BxK83bg9msPckXhoBQG/mcp"
    }
  }
}
Copy into chat04

  • List all interactions for agent Sarah Jenkins from yesterday.

  • Show me the call metadata for all calls handled by the support team last Tuesday.

  • Find all interactions that lasted longer than 10 minutes in the last 48 hours.

  • Which agents had the highest volume of calls during the morning shift on Monday?

  • Claude
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Start here

Connect 8x8 Contact Center once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

Connect 8x8 Contact Center to your AI

FAQ

How the auditing works

  • 01

    Can the AI listen to the actual call audio?

    No. The AI only accesses the metadata and interaction logs provided by the tool.

  • 02

    Can the AI change agent settings or call routing?

    No. This tool is for retrieving and reviewing historical data only. It cannot modify your 8x8 configuration.

  • 03

    Does the AI delete any of my call logs?

    No. The AI only reads data through the list_agent_interactions tool. It has no permission to delete or alter your records.

  • 04

    How far back can I audit logs?

    The AI can access any historical data that is available within your 8x8 Contact Center account.

  • 05

    Can I use this to grade agent performance?

    Yes, you can use the metadata to identify patterns and specific interactions to review for quality assurance.

  • More questions about 8x8 Contact Center? The Connector page answers them. See everything the 8x8 Contact Center Connector can do

Connect 8x8 Contact Center to Claude, Cursor, ChatGPT & more