# Enterprise QBR Effectiveness Engine AI Agent Connect

> Quantify the business impact and operational quality of Quarterly Business Reviews.

## Overview
- **Category:** business-intelligence
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_7IhhS5gYZa3SpKyRkT9jSKJITx42CF5C4BjHCFLd/ai-agent-connect
- **Tags:** qbr, roi, stakeholder, effectiveness, enterprise

## Description

This MCP server provides a strategic analytical engine to measure the success of Quarterly Business Reviews (QBRs). It allows AI agents to calculate effectiveness scores, evaluate stakeholder engagement levels, and quantify the financial ROI of strategic reviews. By using tools like `calculate_qbr_score`, `evaluate_stakeholder_engagement`, `get_qbr_roi`, and `query_qbr_trends`, agents can transform raw QBR data into actionable business intelligence regarding expansion opportunities and renewal correlations.

## Tools

### calculate_qbr_score
Calculates the core effectiveness score for a specific QBR instance

### evaluate_stakeholder_engagement
Determines the qualitative engagement level of the client stakeholders

### get_qbr_roi
Quantifies the financial impact of the QBR activities

### query_qbr_trends
Analyzes historical effectiveness and engagement across a specific account or cohort

## Prompt Examples

**Prompt:** 
```
What was the effectiveness score for QBR ID 12345 with 10 action items and 8 completed, plus a $50,000 expansion opportunity?
```

**Response:** 
```
The effectiveness score for QBR 12345 is 85, reflecting high action item completion and significant expansion value.
```

**Prompt:** 
```
Calculate the ROI for QBR 9876 where we had $100,000 in expansion, a $500,000 renewal, and the QBR cost $5,000.
```

**Response:** 
```
The total ROI for this QBR is $595,000, representing a highly profitable strategic review.
```

**Prompt:** 
```
Evaluate the engagement for QBR 555 where the attendees were CEO, Manager, and User, with executive presence and 90% follow-through.
```

**Response:** 
```
The engagement level is High, as the CEO was present and the client demonstrated strong follow-through.
```

## Frequently Asked Questions

**How is the QBR effectiveness score calculated?**
The score is determined using `calculate_qbr_score`, which evaluates the completion rate of action items and the presence of expansion opportunities.

**Can I track engagement trends over time?**
Yes, you can use `query_qbr_trends` to analyze historical effectiveness and engagement levels for a specific account over a defined timeframe.

**How does the tool calculate ROI?**
The `get_qbr_roi` tool aggregates renewal values and expansion opportunities, then subtracts the operational cost of the QBR to find the net value.