• CASH
  • VALUE
  • RATIO
  • HUMAN

How to analyze cost composition with your AI

Connect the Accelerator Economics Engine once. From there, your AI handles the heavy lifting of separating spend from value.

Ask AI about this page

Short answer

How do I see the difference between spending and value creation?

Your AI uses the Accelerator Economics Engine to split your data into tangible cash outflows and intangible value gains. You get a clear view of what you're paying for versus what you're actually building.

The results.

Where your data lands.

The AI processes your inputs into these four distinct categories.

CASH

Tangible expenditures

The AI identifies every direct dollar spent. You get a clean list of hard costs that hit your bank account.

VALUE

Intangible assets

The AI maps out the value being created. This shows the non-cash growth and intellectual capital being built.

RATIO

Efficiency metrics

The AI compares spend against value. You see the relationship between what you pay and what you gain.

HUMAN

Strategic decisions

The AI flags anomalies that require your judgment. You decide how to pivot based on the composition results.

The workflow

What your AI does when the data arrives.

The AI takes your raw financial or operational data and runs it through a specific logic loop.

  1. Data ingestion

    Your AI pulls in your current financial records or project logs to establish a baseline.

    analyze_cost_composition

  2. Expense isolation

    The AI strips away the noise to find every actual cash transaction.

    analyze_cost_composition

  3. Value mapping

    The AI calculates the intangible growth occurring alongside those costs.

    analyze_cost_composition

  4. Composition report

    The AI generates the final split between cash and value for your review.

    analyze_cost_composition

Try it

Copy these to start.

Use these prompts to trigger the analysis immediately.

Starting points

These are just ways to kick things off. Swap out the specific files or sheets for your own.

Accelerator Economics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VERwigbUAiAwq76S2xocarqhMuwF126NkuppVa3q/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 Economics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-economics-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VERwigbUAiAwq76S2xocarqhMuwF126NkuppVa3q/mcp"
    }
  }
}
Copy into chat04

  • Analyze the cost composition for the Q3 budget spreadsheet.

  • Show me the split between cash spend and value creation in my latest project log.

  • Run a cost composition analysis on the engineering payroll data.

  • Compare the cash expenditures against the intangible value in this monthly report.

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

Start here

Connect Accelerator Economics Engine once, then ask.

Just link your preferred client. Your credentials stay encrypted, and you can start asking questions right away.

Connect Accelerator Economics Engine to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my actual budget files?

    No. The AI only reads the data to perform the analysis. It cannot edit or delete your original files.

  • 02

    Does it automatically move money between accounts?

    No. This tool is for analysis only. It has no capability to execute financial transactions.

  • 03

    What kind of data can I use?

    You can use any data you can provide in a format your AI client can read, such as spreadsheets or text logs.

  • 04

    How does it define 'intangible value'?

    The AI uses the logic defined in the Accelerator Economics Engine to identify non-cash growth and asset building.

  • 05

    Will it tell me which specific person spent the money?

    It will only show person-specific data if that information is explicitly included in the files you provide.

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

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