• ADJUSTED
  • MODIFIED
  • REFINED
  • HUMAN

How to adjust performance metrics with your AI

Connect your data once. Your agent then applies market multipliers and cohort modifiers to turn raw success numbers into realistic projections.

Ask AI about this page

Short answer

How can I adjust my performance metrics using AI?

Your agent applies market multipliers and cohort quality modifiers to your raw success data. This produces realistic performance estimates instead of just showing historical totals. You'll see the specific adjustments made to your baseline numbers.

Where your data lands.

The outcomes of your request.

The AI processes your raw inputs into these four specific results.

ADJUSTED

Realistic performance estimates

The agent uses get_adjusted_performance to apply multipliers to your raw data. You get numbers that reflect current market realities.

MODIFIED

Cohort quality adjustments

The AI applies specific modifiers based on the quality of your cohorts. This prevents overestimating success from outlier groups.

REFINED

Market-aware projections

Raw data is transformed by market multipliers. You see how your specific metrics stack up against broader market trends.

HUMAN

Manual review needed

The AI flags where data is too thin for reliable adjustment. You decide how to handle these gaps manually.

The workflow

What your AI does when the data arrives.

The AI handles the math and data manipulation so you can focus on the strategy.

  1. Ingest raw data

    Your agent reads your existing fundraising success records and identifies the core metrics.

    get_adjusted_performance

  2. Apply multipliers

    The AI calculates market multipliers to adjust your baseline numbers.

    get_adjusted_performance

  3. Modify for cohorts

    The agent applies quality modifiers to account for specific cohort characteristics.

    get_adjusted_performance

  4. Output estimates

    The final adjusted performance figures are presented for your review.

    get_adjusted_performance

Try it

Copy these to start.

Use these prompts to trigger the adjustment process.

Starting points

These are opening lines. Swap the bracketed info for your specific data sources like a Google Sheet or a CRM export.

Accelerator Fundraising Success Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Gv51X2nFOfU4VXF4KqmyZh508HqjpibbAzDYibU8/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 Fundraising Success capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-fundraising-success-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Gv51X2nFOfU4VXF4KqmyZh508HqjpibbAzDYibU8/mcp"
    }
  }
}
Copy into chat04

  • Apply market multipliers to my fundraising data in this Google Sheet.

  • Adjust my success metrics using the cohort quality modifiers for the Q3 cohort.

  • Run an adjusted performance estimate based on my recent CRM export.

  • Show me the realistic performance estimates for my current fundraising pipeline.

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

Start here

Connect Accelerator Fundraising Success Analyzer once, then ask.

One connection links your data to your AI client. Your credentials stay encrypted and you can start asking questions immediately.

Connect Accelerator Fundraising Success Analyzer to your AI

FAQ

How this task behaves.

  • 01

    Does the AI change my original data?

    No. The AI only reads your data and calculates new, adjusted estimates. Your original records remain untouched.

  • 02

    Can the AI automatically update my CRM?

    No. The AI provides the adjusted estimates in the chat, but you must manually update your CRM with any new figures.

  • 03

    What happens if my data is missing key metrics?

    The AI will tell you it cannot perform an accurate adjustment if the necessary raw data is missing.

  • 04

    How are the market multipliers determined?

    The AI applies multipliers based on the logic defined within the get_adjusted_performance tool.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • More questions about Accelerator Fundraising Success Analyzer? The Connector page answers them. See everything the Accelerator Fundraising Success Analyzer Connector can do

Connect Accelerator Fundraising Success to Claude, Cursor, ChatGPT & more