• TARGETS
  • ADJUSTMENTS
  • GAP ANALYSIS
  • HUMAN

How to optimize economic ratios with your AI

Connect the Accelerator Economics Engine to your AI client to turn cost and value inputs into a roadmap for better margins.

Ask AI about this page

Short answer

How do I use AI to fix my economic ratios?

You provide your current cost and value data, and the AI calculates the structural adjustments needed to reach your target ratio. You'll get a specific set of changes to implement. The following breakdown shows what you'll get.

The results you get

Where your analysis lands

The AI processes your inputs to produce these four specific outcomes.

TARGETS

Defined target ratios

The AI calculates the exact mathematical targets you need to hit based on your current inputs. You get clear benchmarks to measure against.

ADJUSTMENTS

Structural change list

You receive a list of specific changes to your cost or value inputs. These are the levers you need to pull to move the needle.

GAP ANALYSIS

Current vs target gap

The AI identifies exactly where your current economics fall short of your goals. It highlights the specific friction points in your current model.

HUMAN

Implementation plan

The AI hands off the final decision to you. You decide which structural adjustments are actually feasible for your business to execute.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math and structural modeling so you don't have to.

  1. Data ingestion

    The AI pulls in your current cost and value metrics to establish a baseline. It builds a mathematical model of your current state.

    optimize_value_delivery

  2. Target modeling

    The AI runs simulations to see what happens when you change specific variables. It tests different paths to reach your desired ratio.

    optimize_value_delivery

  3. Adjustment calculation

    The engine identifies the specific structural shifts required. It isolates which costs to cut or which value drivers to increase.

    optimize_value_delivery

  4. Output generation

    The AI formats these findings into a clear set of instructions. You get a direct list of actions to take.

    optimize_value_delivery

Try it

Copy these to start.

Use these prompts to kick off the analysis with your AI.

Starting points

These are opening lines. Swap out the bracketed text with your actual data from your spreadsheet or database.

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

  • Using the Accelerator Economics Engine, analyze my current cost of $50 and value of $100 to hit a 40% margin.

  • Look at my sales sheet and tell me what structural changes are needed to reach my target ratio.

  • Based on my current value delivery metrics, what is the most efficient way to optimize my economic ratios?

  • Run a simulation on my pricing model in this CSV to see how it affects my target economic ratio.

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

Start here

Connect Accelerator Economics Engine once, then ask.

Just link your preferred client once. Your credentials stay encrypted, and you can immediately start asking your AI to run these economic models.

Connect Accelerator Economics Engine to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my actual pricing in my database?

    No. The AI only calculates the necessary adjustments. You must manually implement any changes to your live systems.

  • 02

    Does the AI need access to my bank account?

    No. It only needs the cost and value data you provide through your connected files or inputs.

  • 03

    Can it predict future market shifts?

    No. The tool is designed to optimize your internal economic ratios based on the specific inputs you provide.

  • 04

    What kind of data should I provide?

    You should provide specific cost inputs and value inputs, such as unit costs, service fees, or customer lifetime value.

  • 05

    Will it work with my existing spreadsheets?

    Yes, as long as you can provide the data to your AI client, it can process the numbers.

  • 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