What's included

• Data Collection and Preparation Report

  What it includes: Details of the data sources used. Data cleaning and transformation processes. Summary of data quality issues (e.g., missing values, duplicates).

• Data Analysis Summary

  What it includes: Statistical analysis of the current processes (e.g., performance metrics, bottlenecks, inefficiencies). Key findings, trends, and patterns identified in the data.

• Process Mapping or Workflow Analysis

  What it includes: Visual maps or diagrams illustrating current workflows or processes. Identification of process gaps or inefficiencies in each step.

• Improvement Opportunities and Recommendations Report

  What it includes: List of specific areas where processes can be improved based on data insights. Actionable recommendations with supporting data. Risk assessment or potential challenges related to each recommendation.

• Key Performance Indicators (KPIs) Dashboard

  What it includes: A dynamic, visual dashboard using tools like Power BI, Tableau, or Excel. Displays KPIs and other key metrics before and after the process improvements.

• Process Improvement Plan

  What it includes: A step-by-step plan for implementing process changes. Timeline, resource allocation, and responsibility assignment for executing improvements.