PREDICTIVE ANALYTICS AND WORKFLOW OPTIMIZATION SYSTEM USING HEURISTIC ANALYSIS

Author: Abishek K B and Dr. K. Devika Rani Dhivya

Published On: 2026-03-12

This research addresses the critical need for proactive strategic oversight in modern organizational environments by implementing a real-time predictive framework. This study proposes a full-stack predictive framework developed using Python Flask and MySQL. The system features a Heuristic Brain designed to compute a Project Health Score by analyzing real-time task data. Unlike traditional manual methods that rely on fragmented spreadsheets , this proposed system classifies organizational work units as On-Track, At-Risk, or Critical. By utilizing interactive data visualization dashboards, management can identify potential bottlenecks and optimize employee workloads to prevent burnout. Experimental results demonstrate that transforming raw operational data into predictive insights significantly enhances organizational efficiency and reduces project delays.

Key Words: Predictive Analytics, Workflow Optimization, Heuristic Engine, Project Health Score, Python Flask, MySQL.