Search Results

< back AI Use Case Evaluate where brand is appearing to check for inappropriate usage and placement Determine where brand is being used appropriately and inappropriately. Function Marketing Campaign Management Benefits Risk reduction - Spot issue (eg copyright infringement),Risk reduction - IP protection Case Studies Choozle~Choozle announces partnership with Oracle's Grapeshot to determine optimal online ad placement and ensure brand safety using AI Potential Vendors Grapeshot Industry ​ ​ Data Sets Text,Images,Audio,Video AI Technologies Machine Learning (ML),Product Type - Natural Language Processing (NLP)

< back AI Use Case Optimise domestic or office environment with better interior design or dynamic mood-reflecting decoration Build on feedback from residents to create optimal mood-related visual stimuli in residential or office settings. This may include support for better interior design (using associated technologies including augmented reality) but also may lead to annoying whale music. Function Human Resources Employee Relations Benefits Operational - Employee retention Case Studies LexSet~LexSet is launching its platform of products using computer vision and AR for interior design to suggest new furnishings and demonstrate how they would look Potential Vendors ​ Industry Professional Services Professional Services Other Data Sets Video,Audio AI Technologies Product - Augmented Reality

< back AI Use Case Map communications across the organisation to improve team productivity Map communications across the firm to understand key nodes of influence - Eg: to identify key communicators and experts internally and externally. The stated aim is usually to analyse the meta-data of communications (eg who talks to who, when) rather than the content (what they say to each other) and how this impacts team productivity. Function Human Resources Employee Relations Benefits Operational - Staff development,Other - Reduce unconscious bias Case Studies Humanyze~Tech company client increases revenue by $22m due to team productivity improvements generated by analysis of corporate communication data,GMI Insurance Services~GMI Insurance Services monitors employee activity to identify malicious activity and other sources of productivity decline using machine learning,KeenCorp~KeenCorp plans to gauge employee engagement and impact of changes by analysing internal emails using natural language processing Potential Vendors Humanyze Industry ​ ​ Data Sets Structured / Semi-structured AI Technologies Product Type - NLP - Text Classification,Machine Learning (ML),Product Type - Natural Language Processing (NLP)

< back AI Use Case Automate generation of articles or other written work like press releases Automate generation of articles - for example using national data sets and then producing local variant articles from this. The same can be done for press releases. Function R And D Product Development Benefits Cost - Job automation,Operational - Service / outcome scaling Case Studies "Press Association~Press Association generates 30,000 local news stories a month based on public open datasets and natural language generation",JX Press Corp~JX Press Corp automates news story generation and writing by using AI to find events on social media,Associated Press~The Associated Press has 14-fold increase in its quarterly corporate earnings reporting using Automated Insights' natural language generation platform,Associated Press~The Associated Press transforms raw earnings data into publishable stories using Natural Language Generation,The Atlantic~The Atlantic editor's neural network aimed at generating publishable content failed Potential Vendors Urbs Media,Automated Insights,Automated Insights Industry Consumer Goods And Services Media And Publishing Data Sets Structured / Semi-structured,Text AI Technologies Machine Learning (ML),ML Task - Prediction - Generation

< back AI Use Case Optimise traffic/passenger flow through visual data including video and images Real time information such as images or live footage can provide information on crowd flow in areas where congestion is undesirable (e.g. airports or train stations). Machine vision is being used to process the data and prompt the necessary management actions to optimise passenger flow. Function Operations Field Services Benefits ​ Case Studies JFK International Air Terminal~JFK International Air Terminal 4 optimises passenger flow with computer vision,Ports of Jersey~Ports of Jersey minimises passenger wait times with the use of machine vision Potential Vendors CrowdVision,CrowdVision Industry Transportation Other Data Sets ​ AI Technologies ​

< back AI Use Case Identifying new customer growth segments and opportunities Identifying new customer growth segments and opportunities - for example those that are underserved by the traditional operating approach. One example might be customers for whom there is limited credit history. Function Marketing Customer Management Benefits Revenue - Better targeting,Revenue - New customer discovery Case Studies "Kreditech~Kreditech determines credit worthiness of thin file customers by analysing the way they use internet, social media data, location data and past behaviour, using machine learning",Watchfinder~Watchfinder increases average order value by 13% with targeted re-marketing campaign using Google Analytics Potential Vendors Google Industry Financial Services Insurance Data Sets Structured / Semi-structured AI Technologies ​

< back AI Use Case Assist developers by helping them to identify code errors in real-time Assist developers by using AI to help them accelerate code development by automatically spotting errors Function Information Technology Development Benefits Operational - Faster system build / test / deploy,Cost - Staff efficiency Case Studies Ubisoft~Ubisoft detects 60% of video game coding errors and recommends solutions in real-time using machine learning,Rice University~Rice University researchers are developing an application that writes Java API code snippets using deep learning Potential Vendors ​ Industry Technology Software And It Services Data Sets Structured / Semi-structured AI Technologies Machine Learning (ML),Model Architecture - Deep Neural Networks

< back AI Use Case Enable image analysis or GCMS analysis in a high throughput manner Image analysis or GCMS analysis in a high throughput manner. Applications of GCMS include drug detection, fire investigation, environmental analysis, explosives investigation, and identification of unknown samples. Function R And D Core Research And Development Benefits Operational - Process speed up,Cost - Job automation Case Studies "Capitol Health~Capitol Health improves accuracy of diagnosis from scans, X-rays etc using deep learning" Potential Vendors Enlitic Industry Healthcare Healthcare Providers And Services Data Sets Images AI Technologies ​

< back AI Use Case Identify fraudulent customer claims for transportation delays Ensure rapid response - and fraud risk analysis - on claims by customers whose trains have been delayed. By nature this will be peaky (given that train delays frequently cascade) - and customers will expect brisk turnaround (the timing of this may also be open to regulatory monitoring). AI enables this challenge to be met and can also check for those attempting to use the situation to defraud the business. Function ​ ​ Benefits Cost - Fraud reduction,Operational - Process speed up Case Studies UK Train Operating Companies~UK Train Operating Companies automates 93% of claim processing and detects fraudulent payback claims for trains delayed by more than thirty minutes with 70% accuracy using machine learning Potential Vendors Quantexa Industry Transportation Freight And Logistics Data Sets Structured / Semi-structured,Text AI Technologies Machine Learning (ML),ML Task - Grouping - Anomaly Detection

< back AI Use Case Transcribe audio to text in real-time While intended to assist the hearing impaired, this may have additioanl widespread applications. The technology must work in real-time and may be used on portable devices, which adds the challenge of limited available compute power. Function Information Technology Development Benefits ​ Case Studies Google Android~Google launches two apps for the hearing impaired on its Android phone Potential Vendors Google Industry Technology Software And It Services Data Sets ​ AI Technologies Machine Learning (ML),ML Task - Prediction - Data Translation/Transformation,Product - Voice Transcription

< back AI Use Case Monitor application performance for resource management and measure KPIs and to identify issues before they become widepsread Monitor application KPIs and performance for resource management to identify issues before they become widespread or too costly Function Information Technology Development Benefits Cost - Asset uptime optimisation,Operational - Increased machine uptime,Cost - Process simplification Case Studies Expedia ~Expedia Affiliate Network optimises resource utilization and deploys changes 50% faster by constant monitoring of cloud-hosted applications using machine learning,Constant Contact~Constant Contact adapted a DevOps culture and monitors application performance constantly using machine learning,Condé Nast~Condé Nast improves average response time to issues during new content and capability rollout to their websites by 70% using machine learning,Citrix~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,"Ocado~Ocado saves £100,000 per annum by real-time monitoring of cloud migrations and performance of web applications and identifying issues automatically using machine learning",Riot Games~Riot Games detects anomalies negatively impacting project and software performance in real time to improve product delivery Potential Vendors New Relic,New Relic,Dynatrace,New Relic,New Relic Industry Technology Internet Services Consumer Data Sets Structured / Semi-structured,Time series AI Technologies Machine Learning (ML)

< back AI Use Case Optimise staffing and labour resource allocation to reduce healthcare bottlenecks Optimise labour staffing and resource allocation to reduce bottlenecks in medical institutions - in many hospital systems significant time for example is spent researching into, and managing, bed availability. Function Human Resources Employee Relations Benefits Cost - Asset uptime optimisation,Cost - Reduced waiting times,Operational - Process speed up Case Studies Gold Coast Health~Gold Coast Health saves $3m per annum in operational costs by forecasting patient arrival rates at emergency care using machine learning,Mercy Hospital Fort Smith~Mercy Hospital Fort Smith improves patient flow and throughput in the ER to improves LWBS rates by over 30% using machine learning,Johns Hopkins Hospital~Johns Hopkins Hospital improves patient monitoring and resource allocation in ER and critical care units in real-time using machine learning,University College London Hospitals~UCLH plans to use machine learning to triage patients in A&E and better predict demand for the service Potential Vendors CSIRO,Qventus,GE Healthcare,Alan Turing Institute Industry Healthcare Healthcare Providers And Services Data Sets Structured / Semi-structured,Time series AI Technologies ML Task - Action Selection - Reinforcement Learning ,Machine Learning (ML),Traditional AI