• RISK
  • STATUS
  • EVENTS
  • HUMAN

How to analyze cohort maturity with your AI

Connect your investment data once. From then on, your agent handles the heavy lifting of assessing cohort lifecycles and liquidity.

Ask AI about this page

Short answer

How can I check the maturity of my investment cohorts?

Your agent uses the Accelerator Vintage Year Performance MCP to scan vintage data for liquidity profiles and lifecycle status. It identifies potential risks and upcoming milestones for each cohort. You get a clear view of where each vintage stands.

The outcomes

Where your analysis lands.

The AI processes your data into these specific insights.

RISK

Identify liquidity gaps

The AI flags cohorts that show signs of stalling or insufficient liquidity. You'll see which vintages might struggle with upcoming obligations.

STATUS

Track lifecycle stages

Your agent maps each cohort to its current stage in the investment lifecycle. This shows you which groups are maturing and which are still in early growth.

EVENTS

Spot upcoming milestones

The AI highlights significant milestones for specific vintage years. You'll know when to expect liquidity events or shifts in performance profiles.

HUMAN

Review strategic moves

The AI provides the data and the flags, but you make the final calls. You decide how to adjust your portfolio based on the findings.

The workflow

What your AI does when the data arrives.

The AI moves through your vintage data to build a complete maturity profile.

  1. Data ingestion

    Your agent pulls the latest performance and vintage data from your connected sources.

    analyze_cohort_maturity

  2. Lifecycle mapping

    The AI categorizes each cohort based on its age and historical performance trends.

    analyze_cohort_maturity

  3. Risk detection

    The agent scans for liquidity mismatches or performance dips within specific vintage years.

    analyze_cohort_maturity

  4. Milestone forecasting

    The AI predicts upcoming liquidity events or maturity shifts based on the current cohort status.

    analyze_cohort_maturity

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific fund or vintage details.

Accelerator Performance Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_tiTkZIrCxh1a0wtkQW9nqeU6sOAGLT00qzRNnQoy/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 Performance Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-vintage-year-performance-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_tiTkZIrCxh1a0wtkQW9nqeU6sOAGLT00qzRNnQoy/mcp"
    }
  }
}
Copy into chat04

  • Analyze the maturity of the 2018 vintage cohort in my spreadsheet.

  • Which cohorts are currently showing liquidity risks in my investment data?

  • Check the lifecycle status for all vintages from 2015 to 2020.

  • Identify any upcoming liquidity milestones for the most recent vintage year.

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

Start here

Connect Accelerator Vintage Year Performance once, then ask.

Just link your data source once. Your credentials stay encrypted, and you can immediately start asking your AI about your cohort performance.

Connect Accelerator Vintage Year Performance to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my investment data?

    No. The AI only reads your data to perform analysis. It cannot modify, delete, or write to your original records.

  • 02

    Does the AI make the final call on liquidity risks?

    No. The AI identifies and flags potential risks, but you are responsible for interpreting that data and making strategic decisions.

  • 03

    What data does it need to work?

    It needs access to your vintage year performance data and liquidity profiles through the connected source.

  • 04

    Can I use this with any AI client?

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

  • 05

    Will it automatically execute trades based on maturity?

    No. This MCP is for analysis and identification only. It does not have the capability to execute transactions or move funds.

  • More questions about Accelerator Vintage Year Performance? The Connector page answers them. See everything the Accelerator Vintage Year Performance Connector can do

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