• GAP ANALYSIS
  • SPOT ALLOCATION
  • TREND DATA
  • HUMAN REVIEW

How to check diversity targets with your AI

Connect your data once. Your AI handles the math to see if your intake matches your representation goals.

Ask AI about this page

Short answer

Can my AI tell if my applicant pool is diverse enough?

Yes. Your AI compares your current applicant data against your demographic or sector targets. You'll see exactly where you're hitting your marks and where you're falling short.

The outcomes of the analysis.

Where your data lands.

Running this check gives you three specific views of your progress.

GAP ANALYSIS

Identify missing groups

The AI flags specific demographics or sectors where your current applicants don't meet your set targets.

SPOT ALLOCATION

Check seat availability

It calculates if your remaining available spots can actually satisfy your representation goals.

TREND DATA

Monitor intake shifts

You get a breakdown of how your pool composition changes as more applications come in.

HUMAN REVIEW

Manual intervention needed

The AI highlights specific areas where you need to adjust your outreach or recruitment strategy.

The workflow

What your AI does when the data arrives.

The AI processes your raw application data to find the delta between reality and your goals.

  1. Ingest applicant data

    Your AI pulls the latest application details and demographic markers from your records.

    evaluate_diversity_alignment

  2. Compare to targets

    The agent runs a comparison between the current pool percentages and your required benchmarks.

    evaluate_diversity_alignment

  3. Calculate spot math

    It checks if the number of open seats is sufficient to reach your target numbers.

    evaluate_diversity_alignment

  4. Flag discrepancies

    The AI identifies exactly which sectors or groups are underrepresented in the current pool.

    evaluate_diversity_alignment

Try it

Copy these to start.

Paste these directly into your chat to begin the analysis.

Starting points

Replace the bracketed text with your specific sector names or demographic categories.

Accelerator Analytics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wYJDajtH9GeGtCIGxFdOc9FdE4efRvKvU1vJXL8U/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 — Accelerator Analytics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-acceptance-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wYJDajtH9GeGtCIGxFdOc9FdE4efRvKvU1vJXL8U/mcp"
    }
  }
}
Copy into chat04

  • Check if our current applicant pool meets our target for [Sector Name].

  • Do we have enough available spots left to hit our [Demographic] representation goal?

  • Compare our current intake against the diversity targets in our [Spreadsheet Name].

  • Which specific groups are currently underrepresented in our [Accelerator Name] applications?

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

Start here

Connect Accelerator Acceptance Analytics once, then ask.

Link your data source in one click. Your credentials stay encrypted, and you can immediately start asking questions about your applicant pool.

Connect Accelerator Acceptance Analytics to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my applicant data?

    No. The AI only reads your data to perform the alignment check. It cannot edit, delete, or modify your original records.

  • 02

    Does the AI automatically recruit new applicants?

    No. The AI identifies gaps in your pool, but you must handle the actual outreach and recruitment yourself.

  • 03

    What happens if my target data is missing?

    The AI will tell you it cannot complete the comparison if the necessary demographic benchmarks aren't provided.

  • 04

    Can I use this for different accelerator cohorts?

    Yes, as long as you point the AI to the specific data source for that cohort.

  • 05

    Does it work with my existing spreadsheets?

    Yes, once you connect the MCP, your AI can read the data from your connected sheets.

  • More questions about Accelerator Acceptance Analytics? The Connector page answers them. See everything the Accelerator Acceptance Analytics Connector can do

Connect Accelerator Analytics Engine to Claude, Cursor, ChatGPT & more