AI Use Case

Optimise quality of service and product delivery

Optimise the quality of the delivery of the service and product (e.g. improve video streaming quality)

Function

Operations

General Operations

Benefits

Revenue - Product optimisation,Operational - Service / outcome scaling

Case Studies

Netflix~Netflix optimises video quality during user playback using machine learning to improve customer experience,Chronopost International~Chronopost International ensures on-time deliveries during peak activity with machine learning predictive analytics,Uber~Uber Eats improves estimated time of delivery information accuracy by 26% using machine learning algorithms,Local Motors~Local Motors offers mobility to people with disabilities through a 3D printed autonomous vehicle with natural language processing ,Big River Steel~Big River Steel reduces cost of outbound transportation and optimises delivery windows using machine learning,Netflix~Netflix increases quality control efficiency by using machine learning to predict which video assets are likely to fail

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Traditional AI,Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning

Potential Vendors

Dataiku,IBM Watson,Noodle.ai