• DATA
  • INSIGHT
  • ACTION
  • HUMAN

How to adjust cohort survival rates with your AI

Connect your startup data to current market conditions. Your AI then recalculates survival metrics to show how cohorts are actually performing relative to the economy.

Ask AI about this page

Short answer

How can I adjust cohort survival rates with my AI?

Your AI pulls your raw startup survival data and compares it against real-time economic and funding indices. This produces a normalized health score that accounts for market volatility. You get a clear view of whether a cohort's performance is due to its own strength or just a favorable macro environment.

Where every outcome lands.

The results of your analysis

The AI processes the raw numbers and the market data to deliver these specific outputs.

DATA

Normalized health scores

The AI uses get_survival_metrics to pull your raw data and applies adjustments. You receive a score that reflects true resilience.

INSIGHT

Market impact reports

The AI compares your cohort's trajectory against get_environmental_adjustment data. You see exactly how much the economy influenced your numbers.

ACTION

Risk identification

The AI flags cohorts that are underperforming when adjusted for funding trends. You get a list of groups that need closer attention.

HUMAN

Strategic decisions

The AI provides the math, but you decide how to pivot your support. You use the adjusted scores to change your program's direction.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of cross-referencing your internal metrics with external economic shifts.

  1. Pull raw metrics

    The AI accesses your internal database to gather the baseline survival numbers for every cohort in your program.

    get_survival_metrics

  2. Fetch market data

    The AI pulls current economic indicators and funding trends to understand the broader landscape.

    get_environmental_adjustment

  3. Normalize scores

    The AI applies the environmental adjustments to your raw metrics to strip away the noise of a good or bad market.

    get_survival_metricsget_environmental_adjustment

  4. Generate report

    The AI organizes the adjusted data into a readable format that highlights true cohort health.

    get_survival_metrics

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific spreadsheet names or database identifiers.

Accelerator Survival Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_o6jK29TPbOYLItprazCxCGNxVkVrpEQh4mOQlRJs/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 Survival Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-post-program-survival-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_o6jK29TPbOYLItprazCxCGNxVkVrpEQh4mOQlRJs/mcp"
    }
  }
}
Copy into chat04

  • Analyze the survival rates in my '2022_Cohort_Data' sheet and adjust them for the current funding environment.

  • Compare the raw survival metrics from my startup database against recent economic shifts.

  • Calculate the normalized health score for the 'Series A' cohort using the latest market indices.

  • Identify which cohorts in my 'Accelerator_Master_List' are actually struggling versus just facing a tough market.

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

Start here

Connect Accelerator Post-Program Survival Analyzer once, then ask.

One connection gives your AI access to these tools. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Accelerator Post-Program Survival Analyzer to your AI

FAQ

Common questions

  • 01

    Can the AI change my original survival data?

    No. The AI only reads your data to perform calculations. Your original records remain untouched.

  • 02

    Does the AI automatically update my spreadsheet?

    No. The AI provides the adjusted scores in the chat. You must manually move them to your sheets if you want them saved.

  • 03

    Where does the economic data come from?

    The AI uses the get_environmental_adjustment tool to pull current market and funding indices.

  • 04

    Can I use this with any AI client?

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

  • 05

    What if my data is in a private database?

    The AI uses the get_survival_metrics tool to access the data you have connected through the MCP.

  • More questions about Accelerator Post-Program Survival Analyzer? The Connector page answers them. See everything the Accelerator Post-Program Survival Analyzer Connector can do

Connect Accelerator Survival Analyzer to Claude, Cursor, ChatGPT & more