• WEIGHTED
  • SCALED
  • REFINED
  • HUMAN

How to adjust funding data for momentum with your AI

Connect your capital datasets to your AI client to turn static funding numbers into momentum-based growth indicators.

Ask AI about this page

Short answer

How do I adjust funding data for momentum with my AI?

Your AI uses specific multipliers to weight raw capital figures based on follow-on funding rounds. This process converts basic investment totals into a momentum score that reflects a company's actual trajectory. You'll see the specific outcomes below.

The outcomes.

Where your data lands.

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

WEIGHTED

Momentum-adjusted totals

The AI applies multipliers to your base funding numbers. You get a new set of values that reflect follow-on success.

SCALED

Growth trajectory scores

Raw capital is converted into a momentum index. This helps you rank companies by their actual market pull.

REFINED

Cleaned capital datasets

The AI cleans up messy funding entries. It ensures the multipliers apply to the right rounds without double counting.

HUMAN

Review required adjustments

The AI flags any extreme outliers or massive multipliers. You decide if the momentum score looks realistic for that specific company.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math so you can focus on the analysis.

  1. Ingest raw funding

    Your AI reads your existing spreadsheets or database entries containing raw investment amounts and round dates.

    apply_follow_on_adjustment

  2. Calculate multipliers

    The agent identifies follow-on rounds and calculates the necessary weightings to reflect momentum.

    apply_follow_on_adjustment

  3. Apply adjustments

    The AI updates the dataset with the new, momentum-weighted values.

    apply_follow_on_adjustment

  4. Validate results

    The agent checks the adjusted figures against the original raw data to ensure the math holds up.

    apply_follow_on_adjustment

Try it

Copy these to start.

Use these prompts to kick off the process.

Starting points

These are opening lines. Swap the bracketed text with your actual file names or sheet names.

Accelerator Success Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DC05erbguWldkJGDjLMjlK8YlEwYOvTf6sX26v9a/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 Success Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-graduation-success-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DC05erbguWldkJGDjLMjlK8YlEwYOvTf6sX26v9a/mcp"
    }
  }
}
Copy into chat04

  • Apply follow-on adjustments to the funding data in my 'Series A Tracker' sheet.

  • Adjust the momentum for the companies listed in 'Portfolio_Export.csv' using follow-on multipliers.

  • Look at the capital data in my 'Accelerator_Graduates' table and calculate momentum scores.

  • Can you run the follow-on adjustment on the raw funding column in my 'Q3_Funding_Report'?

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

Start here

Connect Accelerator Graduation Success once, then ask.

Just link the MCP to your AI client. Your credentials stay encrypted and you can start asking questions immediately.

Connect Accelerator Graduation Success to your AI

FAQ

How this task behaves.

  • 01

    Does the AI change my original funding data?

    No. The AI calculates new, adjusted values. Your original raw data remains untouched.

  • 02

    Can the AI decide which multiplier to use?

    The AI applies the logic defined in the tool. You can tell the AI to use specific rules, but it doesn't invent its own math.

  • 03

    Can I use this with any spreadsheet?

    Yes, as long as your AI client can read the file and the data includes funding amounts and round information.

  • 04

    Will the AI delete any of my records?

    No. This MCP only performs calculations and adjustments. It has no capability to delete your data.

  • 05

    What happens if a company has no follow-on funding?

    The AI will apply a neutral multiplier, meaning the momentum score will match the raw funding amount.

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

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