Productivity Analyzer

Business Case

Problem Statement

Understanding productivity requires:

• Tracking actual output rates
• Comparing to planned rates
• Identifying problem areas
• Forecasting project completion

Solution

Analyze labor productivity data to identify trends, compare to benchmarks, and provide actionable insights.

Technical Implementation

import pandas as pd
import numpy as np
from typing import Dict, Any, List, Optional