• SAVINGS
  • EFFICIENCY
  • INSIGHT
  • HUMAN

How to analyze cost efficiency with your AI

Connect your portfolio data once. Your AI handles the math to show exactly how much centralized services are saving your startups.

Ask AI about this page

Short answer

How can I measure the savings from shared services?

Your AI compares the cost of individual startup functions against the centralized service rates provided by the accelerator. You get a clear breakdown of realized savings per company. This analysis identifies which portfolio companies benefit most from the shared model.

The results you get

Where your data lands

The AI processes the raw financial data to produce these specific outcomes.

SAVINGS

Direct cost reduction

The AI calculates the delta between standalone costs and shared service fees. You see the exact dollar amount saved per startup.

EFFICIENCY

Operational leverage metrics

Get a view of how much more work the centralized team handles compared to the cost of hiring individual specialists. This shows the scale of your shared services.

INSIGHT

Portfolio-wide trends

The AI aggregates data across all companies to show which shared functions are most cost-effective. This helps you decide where to expand services.

HUMAN

Strategic decisions

The AI provides the numbers, but you decide whether to adjust service pricing or change which startups are eligible for specific functions.

The workflow

What your AI does when the data arrives.

The AI performs the heavy lifting of data comparison and math so you don't have to build spreadsheets manually.

  1. Ingest financial data

    Your AI pulls the current spending records and service usage from your portfolio's financial sheets.

    calculate_cost_efficiency

  2. Compare service rates

    The agent matches individual startup expenses against the standardized rates of the shared services model.

    calculate_cost_efficiency

  3. Calculate savings

    The AI runs the math to find the difference between the two cost structures for every company.

    calculate_cost_efficiency

  4. Summarize findings

    The agent organizes the results into a readable format that highlights the biggest wins and outliers.

    calculate_cost_efficiency

Try it

Copy these to start.

Use these prompts to kick off the analysis in your chat interface.

Starting points

Swap the bracketed text for your actual sheet names or specific startup names.

Accelerator Shared Services Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vGUriGUHtdLUn9V6hqvZBvLACzHha2StOEQtoqy6/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 Shared Services capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-shared-services-efficiency-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vGUriGUHtdLUn9V6hqvZBvLACzHha2StOEQtoqy6/mcp"
    }
  }
}
Copy into chat04

  • Calculate the cost efficiency for the 'Series A Portfolio' sheet.

  • Compare the shared legal service costs against the individual spending in the 'TechStack' spreadsheet.

  • Show me the total savings achieved by 'Startup Alpha' through our centralized HR function.

  • Which startup in the '2024 Cohort' has the highest cost savings from our shared DevOps service?

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

Start here

Connect Accelerator Shared Services Efficiency once, then ask.

Link your data source to the MCP. Your credentials stay encrypted and private. Once connected, you can start asking questions immediately.

Connect Accelerator Shared Services Efficiency to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the numbers in my original spreadsheets?

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

  • 02

    Does the AI automatically add new startups to the analysis?

    No. You must prompt the AI to include new data or point it toward the updated sheets.

  • 03

    What data does the AI need to see?

    It needs access to the startup's expense logs and the centralized service rate card.

  • 04

    Can I use this with any AI client?

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

  • 05

    Will the AI suggest new services to buy?

    The AI only calculates efficiency based on existing services. It does not make purchasing recommendations.

  • More questions about Accelerator Shared Services Efficiency? The Connector page answers them. See everything the Accelerator Shared Services Efficiency Connector can do

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