AI case studies from the real-world

Citrix's IT department achieves 30% more deliverables and deploys cloud software upgrades 75% faster by tracking application performance and code changes using machine learning

Code.org saves 80% testing time by automating user interface testing across different devices and platforms using visual validation tools

Codeship automates functional testing of web-based software applications using machine learning

Constant Contact adapted a DevOps culture and monitors application performance constantly using machine learning

Dropbox optimises document ranking and retrieval features with the use of machine learning

Labsix researchers generate images and objects which deceive Google's image classifier successfully 96% and 84% of the time but remain undetectable to humans

NovAtel plans to reduce hacking risk through its GPS services to vehicles through deploying Darktrace's AI-enabled security software

Pixm plans to enhance protection against phishing attacks using computer vision

ReTest automates testing of Java based software application GUI with 82% accuracy using artificial neural networks and machine learning

Researchers generate fake fingerprints using neural networks and successfully trick fingerprint matching security systems

ServiceNow automates password reset for customers using chatbot

SolarWinds speeds up testing of upgrades by 15X by crowd sourcing to reach a wider audience and using machine learning to identify matching testers

Stratejos measures project progress and forecasts status by analysing data from common project management tools such as Jira or Slack using machine learning

Talla plans to enhance knowledge management within organisations with a custom search engine and automatically tagging and summarising documents

UC Berkeley researchers improve network packet classification by 18% using reinforcement learning

Uizard uses deep learning to generate lines of code from images of graphical user interfaces with 77% accuracy

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

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

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

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

Enigma Pattern cracked the German WW2 Enigma code in just under 13 minutes by recognising German language patterns

FBI maintains law enforcement database searchable by facial recognition

Indian Army plans AI driven translation to communicate with Chinese soldiers in real-time

Berkeley Lab to use deep learning to analyse alternate data sources for more accurate predictions of air quality

USO predicts cyber attacks using machine learning to analyse activity at network end points

Centers for Disease Control and Prevention reduce polio report generation time to 1 hour using machine learning to automate regional mapping of the disease

The Scottish Government is protecting its sensitive data against cyber threats using machine learning

US Department of Energy remotely assesses rooftop potential for solar panels with 98% accuracy using Aurora Solar's computer vision

Dreambox offers students larger and faster gains in achievement through AI adaptive learning according to a Harvard report

Guilford College improves Wi-Fi and Bluetooth wireless services using machine learning