Predictive Analysis for Logistic Solution
Description
Using historical data, this AI based solution helped customer to achieve the logistic prediction.
Business
- The business is into Monitoring and tracking the logistical movements of entities for various geographical locations. Data is stored and maintained for purpose to increase logistical performance by taking shortest distance and touching all the nearest location possible
Problem
- Collected or gathered information has many faulty and missing data due to following system failures
- Communication system
- Processing system
- GPS Antenna system
- Commanding system
- Hence business is not able to predicate best possible outcomes expected.
What Worked
- Past Data is been mined and segregated from each system involved in the end to end process and categorized.
- Based on the features, existing data are processed using various algorithms and methodologies to predict closest possible values precisely.
- Prediction are consolidated and plotted for repeated iteration. Hence solving situation by discarding missing or faulty data