KPI Dashboard Builder

Business Case

Problem Statement

Project monitoring challenges:

• Multiple metrics to track
• Data from various sources
• Real-time visibility needed
• Executive reporting

Solution

Unified KPI dashboard system for construction projects with automated data collection, visualization, and alerting.

Technical Implementation

import pandas as pd
from typing import Dict, Any, List, Optional, Callable
from dataclasses import dataclass, field