AI Use Case

Automate software coding, testing and production deployment

AI writes code autonomously usually within set parameters to enable rapid scaling of new applications and tools

Function

Information Technology

Development

Benefits

Cost - Job automation,Operational - Faster system build / test / deploy

Case Studies

Rice University~Rice University researchers are developing an application that writes Java API code snippets using deep learning,Expedia ~Expedia Affiliate Network optimises resource utilization and deploys changes 50% faster by constant monitoring of cloud-hosted applications using machine learning,H&R Block~H&R Block improves filing acceptance rates by 10% by monitoring the performance of its online tax filing application and user experience using machine learning,Trek Bicycle~Trek Bicycle reduces error rates in its website and bike sharing app services from 8-14% to <1% using machine learning to monitor anomalies in real-time,Uizard~Uizard uses deep learning to generate lines of code from images of graphical user interfaces with 77% accuracy,"Capgemini~Capgemini improves software development productivity and quality by using machine learning driven ""low-code development""",Electronic Arts~Electronic Arts is developing an AI agent which can test for quality assurance during video game production by learning to play against humans,Code.org~Code.org saves 80% testing time by automating user interface testing across different devices and platforms using visual validation tools ,H2O.ai~H2O.ai to offer interpretable ready-to-deploy deep learning and machine learning algorithms for enterprises to enable a faster transition to AI

Industry

Technology

Software And It Services

Data Sets

Structured / Semi-structured

AI Technologies

Machine Learning (ML)

Potential Vendors

New Relic,New Relic,New Relic,Mendix,Applitools,H2O.ai