# Infra Customer Concentration Risk AI Agent Connect

> Quantifies financial vulnerability by analyzing revenue distribution and customer stability.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_9DjqGfRzsaNt3aXuGm5CWZLrh7qvPoMYB67XHqe1/ai-agent-connect
- **Tags:** hhi, revenue, concentration, risk, infrastructure

## Description

This MCP server provides a specialized risk assessment engine for infrastructure businesses. It quantifies financial vulnerability by analyzing how revenue is distributed across a customer base. Using tools like `calculate_hhi` and `evaluate_risk_score`, it calculates the Herfindahl-Hirschman Index (HHI), top 10 customer concentration, and a holistic risk score that accounts for contract duration and switching costs. It helps identify 'Whale' accounts and assess the impact of potential customer churn.

## Tools

### analyze_revenue_distribution
Provides a detailed breakdown of how revenue is distributed across the customer base

### calculate_hhi
Quantifies the level of revenue concentration using the HHI method

### calculate_top_ten_concentration
Determines the total revenue exposure concentrated within the largest ten clients

### evaluate_risk_score
Generates a holistic risk score by adjusting concentration metrics with contract stability and switching costs

## Prompt Examples

**Prompt:** 
```
Calculate the HHI for these revenue shares: 40, 30, 20, 10.
```

**Response:** 
```
The calculated HHI index is 3000, which indicates a High concentration level.
```

**Prompt:** 
```
What is the concentration of the top 10 customers if the shares are 50, 20, 10, 5, 5, 2, 2, 2, 2, 2?
```

**Response:** 
```
The top 10 concentration is 100%.
```

**Prompt:** 
```
Evaluate the risk score for an HHI of 2500, top 10 concentration of 80%, average contract duration of 3 years, and switching cost of 7.
```

**Response:** 
```
The risk score is 65, which falls into the Warning category.
```

## Frequently Asked Questions

**What is the HHI index?**
The Herfindahl-Hirschman Index (HHI) is a statistical measure of revenue concentration. You can calculate it using the `calculate_hhi` tool.

**How does contract duration affect the risk score?**
Longer contract durations act as a buffer, reducing the overall risk score when processed through `evaluate_risk_score`.

**Can I see a breakdown of my customer tiers?**
Yes, the `analyze_revenue_distribution` tool provides a tier breakdown including Whale, Key Accounts, and Fragmented customers.