• COST
  • DELTA
  • ROI
  • HUMAN

How to compare accelerator program models with your AI

Connect your AI to your financial data to weigh the ROI of different delivery formats. Your agent handles the math while you decide on the strategy.

Ask AI about this page

Short answer

How do I compare virtual vs. in-person accelerator models?

Your AI uses the connector to pull specific cost data and outcome metrics for both formats. It then calculates the delta between direct expenses and the resulting program impact. You get a side-by-side comparison of the economic trade-offs.

The economic outcomes.

Where the math lands.

The AI processes your raw data into these four specific views.

COST

Direct expense breakdown

The AI identifies the specific overhead for each model. You see exactly where the money goes for travel, venue, or digital infrastructure.

DELTA

Outcome variance analysis

The agent compares the success metrics of both formats. It highlights how much more or less value you get per dollar spent.

ROI

Efficiency ratios

The AI calculates the return on investment for each model. This shows which format scales better for your specific budget.

HUMAN

Strategic decision points

The AI flags where the math is too thin to call. You decide which qualitative factors, like networking depth, outweigh the cost savings.

The workflow

What your AI does when the data arrives.

The AI moves from raw numbers to a structured comparison through these steps.

  1. Gathering inputs

    Your agent pulls the necessary financial and performance data from your existing records.

    get_program_economics

  2. Calculating costs

    The AI isolates the specific line items that differentiate virtual setups from physical ones.

    get_program_economics

  3. Measuring impact

    The agent looks at the outcome deltas to see how the format affects program results.

    get_program_economics

  4. Generating reports

    The AI organizes the math into a clear comparison you can present to stakeholders.

    get_program_economics

Try it

Copy these to start.

Paste these directly into your chat to begin the analysis.

Starting points

Swap out the bracketed text for your actual file names or data sources.

Accelerator Economics Modeler Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Pxyj78B9f5ulzV8F7QNuFzIwzsStKQl4i69hSR8F/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 Modeler capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-economics-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Pxyj78B9f5ulzV8F7QNuFzIwzsStKQl4i69hSR8F/mcp"
    }
  }
}
Copy into chat04

  • Compare the cost of the 2023 virtual cohort against the 2024 in-person cohort using the data in my budget spreadsheet.

  • Calculate the outcome delta between our remote and on-site programs based on the latest performance report.

  • What is the cost-benefit difference if we move the upcoming summer cohort to a fully virtual model?

  • Analyze the ROI for the in-person accelerator using the metrics from the program_economics sheet.

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

Start here

Connect Accelerator Economics Modeler once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start running math immediately.

Connect Accelerator Economics Modeler to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my original budget files?

    No. The AI only reads the data to perform calculations. It cannot edit or overwrite your source files.

  • 02

    Does it work with any spreadsheet?

    It works with any data source the get_program_economics tool can access. If your data is in a format the tool can read, the AI can process it.

  • 03

    Can the AI decide which model is better for me?

    No. The AI provides the mathematical comparison and the deltas, but the final strategic choice is yours.

  • 04

    Will it automatically run every month?

    No. The AI only runs when you prompt it to perform a task.

  • 05

    Can it pull data from my email?

    No. This specific connector is limited to the data accessible via the get_program_economics tool.

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

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