• GAP ANALYSIS
  • OVERLAP
  • TIMELINE
  • HUMAN REVIEW

How to audit event schedules with your AI

Connect HeySummit to your AI client to analyze your event structure. Once connected, your agent can pull your full lineup to spot issues in your programming.

Ask AI about this page

Short answer

How can I audit my event schedule with AI?

Your AI pulls your talk list and category data to identify where your schedule is too crowded or where you're missing key topics. You'll get a clear view of your event's balance and content gaps.

Audit outcomes

Where your findings land.

The AI organizes its findings into these specific categories.

GAP ANALYSIS

Missing topic areas

The AI compares your categories against your talk list to find where you lack coverage. You'll see exactly which themes need more speakers.

OVERLAP

Redundant content

The AI flags talks that cover the same ground or belong to the same category too closely. This helps you diversify your sessions.

TIMELINE

Schedule density

The AI looks at how talks are distributed to ensure you don't have too many sessions at once. You'll get a sense of the event's pacing.

HUMAN REVIEW

Final scheduling decisions

The AI highlights specific talks that need your eyes. You make the final call on moving sessions or adding new ones.

The workflow

What your AI does when the data arrives.

The AI uses specific HeySummit tools to build a complete picture of your event.

  1. Gathering the lineup

    The AI pulls every scheduled session from your event to understand the current scope.

    list_talks

  2. Mapping categories

    It retrieves your event's category structure to see how topics are organized.

    list_categories

  3. Deep dive into sessions

    The AI examines individual talk details to check for specific content overlaps.

    get_talk

  4. Identifying discrepancies

    The agent compares the list of talks against the categories to find empty or overfilled sections.

    list_talkslist_categories

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are opening lines. Swap the bracketed text for your specific event details.

HeySummit Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_kXDMbqpsFfoEAoawyCXfN6wpD6go6r0iYH7bvLsi/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 — HeySummit capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "heysummit-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_kXDMbqpsFfoEAoawyCXfN6wpD6go6r0iYH7bvLsi/mcp"
    }
  }
}
Copy into chat04

  • List all the talks in my 'Keynote' category and tell me if any overlap.

  • Look at my HeySummit event and tell me which categories have no talks assigned yet.

  • Review the talks in my current lineup and find any topics that are overrepresented.

  • Check the 'Technical Workshops' category and tell me if the session descriptions are too similar.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect HeySummit once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions about your event data.

Connect HeySummit to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my event schedule directly?

    No. The AI can only read your data to provide insights. You must manually make any changes in HeySummit.

  • 02

    Can the AI add new talks to my event?

    No. The tools only allow the AI to list and get existing talk information.

  • 03

    Does the AI see my private user data?

    No. The AI only accesses the specific talk and category data provided by the tools.

  • 04

    How does the AI know if a category is empty?

    It compares the list of all categories against the list of all talks to see which categories have no matches.

  • 05

    Can I ask about a specific talk by its name?

    Yes, once the AI has used the tools to pull the list of talks, you can ask it to analyze any specific session.

  • More questions about HeySummit? See everything the HeySummit Connector can do

Connect HeySummit to Claude, Cursor, ChatGPT & more