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Technology

AI Case Studies

Google

Internet Services Consumer

Google's cocktail party effect uniquely identifies and focuses on an individual's voice while watching a video of people talking in a crowded room

R And D

Luka Roman Bot

Internet Services Consumer

Luka has developed a chatbot which imitates people, alive or deceased, using a corpus of their text communications

R And D

Microsoft

Internet Services Consumer

Microsoft enables real-time subtitles on Skype video chat software

R And D

Microsoft

Internet Services Consumer

Microsoft launches deep learning based local language translation service in India supporting 22 languages

R And D

Microsoft

Internet Services Consumer

Microsoft's Bing enhances image search uses deep learning to automatically detect objects in an image and give more comprehensive search results

R And D

Pinterest

Internet Services Consumer

Pinterest enhances image search by not only searching for matching items but also related items such as suggesting recipes for grocery items doubling the click-through rates

R And D

The Weather Channel

Internet Services Consumer

The Weather Channel is able to automatically generate digital video content localised for each region using machine learning

R And D

Google

Internet Services Consumer

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

Operations

Airbnb

Internet Services Consumer

Airbnb improves search results ranking with the use of deep learning

Marketing

Baidu

Internet Services Consumer

Baidu improves ad targeting for its online users resulting in increased advertising revenue through deep learning

Marketing

Equinix

Internet Services Consumer

Equinix predicts customer churn with 90% accuracy using a machine learning neural network model

Marketing

Facebook

Internet Services Consumer

Facebook shuts down its virtual assistant chabot experiment as it proves it cannot live up to the difficulty of the tasks it is asked to perform

Marketing

Yelp

Internet Services Consumer

Yelp optimises visual interaction with users on its web page using deep learning to auto identify cover pictures as well as classify photos from the millions of pictures uploaded by users

Marketing

Facebook

Internet Services Consumer

Facebook and Instragram are automating detection of images related to drug dealing posted on the social media platforms

Legal And Compliance

Facebook

Internet Services Consumer

Facebook identifies and removes 8.7m child abuse images from its platform within a few months with machine learning

Legal And Compliance

Google YouTube

Internet Services Consumer

Google YouTube identifies 98% of the videos it removes for promoting extremism using machine learning

Legal And Compliance

Tumblr

Internet Services Consumer

Tumblr has an automatic adult content detection method but has been flagging the wrong images for removal

Legal And Compliance

iQiyi

Internet Services Consumer

iQiyi automatically deletes 10% of censorship violating user uploaded content minimising the number of human censors needed through the use of machine learning

Legal And Compliance

Dropbox

Internet Services Consumer

Dropbox's in-house OCR system for document scanning outperforms commercial libraries by using neural networks

Information Technology

Facebook

Internet Services Consumer

Facebook optimises experiments for server performance and ranking improvement using reinforcement learning

Information Technology

Indix

Internet Services Consumer

Indix automates and standardises product information retrieved from a variety of sources using machine learning

Information Technology

Ohio State University

Internet Services Consumer

Ohio State University researchers using NLP to identify security flaws on Twitter

Information Technology

Amazon

Internet Services Consumer

Amazon stops using machine learning program to evaluate job candidates based on historical resume datasets due to gender bias

Human Resources

Google

Internet Services Consumer

Google improves hiring process, employee on-boarding, training, productivity and retention rate using people analytics

Human Resources

Kono

Internet Services Consumer

Kono bot checks participant calendars and suggests meeting schedules that work for everyone

Human Resources

Monster

Internet Services Consumer

Monster achieves 20% increase in job applications worldwide with machine learning

Human Resources

Instagram

Internet Services Consumer

Instagram automates image description generation using machine learning

Digital Data

Kik

Internet Services Consumer

Kik, a popular messaging platform, uses machine learning to integrate and scale different systems

Digital Data

Instagram

Internet Services Consumer

Instagram battles bullying on its platform with machine learning

Customer Service

Microsoft

Internet Services Consumer

Microsoft's Tay bot project is taken down after generating sexist, racist and offensive comments online

Customer Service

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