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
Potential Vendors
Dataiku,IBM Watson,Noodle.ai
Industry
Data Sets
Structured / Semi-structured,Time series
AI Technologies
Traditional AI,Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning