AI case studies from the real-world

National Grid is testing machine learning to automate assessment of electrical grid infrastructure using drones

Verv identifies home electricity usage by appliance and monitors for unusual usage patterns using machine learning

Eco Marine Power unveils automated control and monitoring systems for ships

Iowa Department of Transportation uses machine learning to monitor traffic flows during winter

JFK International Air Terminal 4 optimises passenger flow with computer vision

Orient Overseas Container Line Limited (OOCL) looking to optimise shipping operations with deep and reinforcement learning

Parkeon predicts vehicle parking space availability using machine learning and predictive algorithms from Dataiku

Ports of Jersey minimises passenger wait times with the use of machine vision

Self-driving bus on Helsinki RobobusLine goes to scheduled service

Stena Line aims to reduce fuel consumption by optimising route planning with artificial intelligence

CMA CGM enhances its cargo ships piloting and collision avoidance techniques through real time object detection

Deutsche Bahn reduces maintenance cost by 25% and delay-causing failures using machine learning

GE achieves speed and accuracy in detecting track flaws in real time with machine learning

Rolls Royce demonstrates fully autonomous ship travelling between Parainen and Nauvo in Finland

SkyTruth researchers identify transshipment vessels to aid monitoring of suspicious nautical activity using CNNs

The Port of Rotterdam is collaborating with IBM to become a smart shipping port using data to boost efficiency and drive down costs

FLL monitors aircraft movement and gets accurate status reports for gates with machine vision and natural language processing

Heathrow Airport tackles delays due to bad weather with the use of AI

Korean Air reduces maintenance defect history analysis lead times by 90% and improves on-time performance with machine learning and natural language processing

Nokia aims to boost 5G network performance and cut costs with the use of machine learning

Telefonica O2 automates processing of more than 35% of outsourced business processes using robotic process automation

TigoUne reduces management system failure by 80% through a machine learning workforce management solution

Hitachi conducted an on-site demonstration of a warehouse management system equipped with its AI technology where results showed efficiency improvement in logistics tasks

Huawei launches operating system for smart cities using AI

Google drove a 15% reduction in power usage effectiveness overhead in cooling their data centres through advanced reinforcement ensemble machine learning

Durham Police Constabulary improves custody decisions by predicting whether offenders will re-offend using machine learning that results in 98% avoidance of false negatives

Jiangxi Province Police in China used facial recognition technology to identify and arrest a single person of interest in a concert crowd of 60,000

Netherlands police prioritises which cold cases merit further investigation using DNA new testing techniques through AI analysis

South Wales police had a 92% false positive rate using facial recognition at the 2017 Champions League final

The London Metropolitan Police trial facial recognition in central areas to identify wanted persons during the holiday season