• DATA MAP
  • STRUCTURE
  • SEGMENTS
  • HUMAN

How to segment people analytics with your AI

Connect Culture Amp to your agent to map out your organizational structure and demographic data for precise reporting.

Ask AI about this page

Short answer

How can I segment my people analytics data using AI?

Your agent scans your Culture Amp account to find available demographic fields and organizational groups. It uses these identifiers to slice your datasets into specific segments for targeted analysis. You'll get a clear map of how to group your people for deep-dive reports.

Segmentation outcomes

What your agent produces

The agent identifies the specific data points you need to build cohorts.

DATA MAP

Available field lists

The agent identifies every demographic field you have active. You get a clean list of what can be used for filtering.

STRUCTURE

Org group mapping

The agent pulls your current organizational hierarchy. This lets you segment by department, team, or manager.

SEGMENTS

Custom data slices

By combining fields and groups, your agent creates specific cohorts. You can then run analytics on these exact subsets.

HUMAN

Final report review

The AI prepares the segmentation logic, but you decide which cohorts matter most. You handle the final interpretation of the results.

The workflow

What your AI does when the data arrives.

The agent handles the heavy lifting of scanning your Culture Amp structure.

  1. Scan demographics

    The agent looks through your account to see which demographic attributes are available for filtering.

    list_demographic_fields

  2. Map organization

    It identifies your company's internal structure and how teams are grouped.

    list_organizational_groups

  3. Locate datasets

    The agent finds the specific analytics datasets you need to slice.

    list_analytics_datasets

  4. Build segments

    Using the gathered info, the agent proposes specific ways to group your people for analysis.

    list_demographic_fieldslist_organizational_groups

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific needs.

Culture Amp Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_nX5DIE9ADmDXGbwLzed269BtjnXqG65XEykgsUr4/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 — Culture Amp capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "culture-amp-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_nX5DIE9ADmDXGbwLzed269BtjnXqG65XEykgsUr4/mcp"
    }
  }
}
Copy into chat04

  • List all the demographic fields available in my Culture Amp account so I know how I can segment my data.

  • Show me the organizational groups in Culture Amp so I can group my analytics by department.

  • Find the analytics datasets in Culture Amp and tell me which demographic fields I can use to filter them.

  • I want to compare engagement scores between different teams. Can you show me the organizational groups and demographic fields I should use?

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

Start here

Connect Culture Amp once, then ask.

Just link your account through the Vinkius dashboard. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Culture Amp to your AI

FAQ

How the segmentation works

  • 01

    Can the AI change my demographic data?

    No. The agent can only read your existing fields and groups to help you plan your segments.

  • 02

    Can it create new organizational groups in Culture Amp?

    No. The agent only lists the groups that already exist in your account.

  • 03

    How does it know which fields to use?

    It uses the list_demographic_fields tool to see exactly what data is available for your specific account.

  • 04

    Does the AI write the final reports for me?

    The AI identifies the segments and prepares the data structure, but you are responsible for the final analysis and reporting.

  • 05

    Can I segment by custom fields I created?

    Yes, as long as those custom fields are visible through the demographic field list.

  • More questions about Culture Amp? The Connector page answers them. See everything the Culture Amp Connector can do

Connect Culture Amp to Claude, Cursor, ChatGPT & more