"Smart staffing solution through automated insights into irregular hours"

Introduction

GVB stands for Gastvrij (Hospitable), Verbindend (Connecting) and Betrouwbaar (Reliable).
These are the core values with which the employees of GVB provide public transport in Amsterdam and its surroundings.
GVB ensures that the city of Amsterdam is accessible to everyone.
With approximately 5,000 employees, temporary workers and externals, they are among the largest employers in Amsterdam – and among the five best employers in Amsterdam.

Customer

GVB

Tools/Techniques

Rule-based model

Services

Data Science & AI

Industry

Public Transport

The goal-driven data solution

GVB performs a lot of maintenance work on trams, buses, and metro trains. Planning this work is challenging and time-consuming, considering external personnel hiring, vacation days, and various types of scheduling tasks. The Rail Materials department wants insights into the logged irregular hours (anomalies). With our anomaly detection model, there is now insight at the project level regarding productivity, completeness of hours, overtime, and absenteeism. This enables more effective planning per project with better staffing levels.

“Nice to see how a relatively simple solution quickly delivers a lot of value!”

Dorien
Cases

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