Digital Data
Use Cases
Showing 3 use cases in Digital Data
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Create maps from satellite and other remote imagery
Global distribution and connectivity relieson increasingly accurate mapping to optimise supply chains, distribution and access. Using satellite and other remotely captured images it is increasingly possible to build accurate maps at scale and provide addressing schemes in underserved areas.
Freight and logisticsDigital Data
Manage electronic patient health records
E-records in health systems are a growing set of critically important documents. Machien learning enables them to be created more efficiently and then updated and (where necessary) consolidated more effectively and cheaply.
Healthcare providers and servicesDigital DataInformation Technology
Real time high volume data management
Even with advances in computing power there will come a moment when too much data has been gathered to be economically stored - for example during high spec science experiments. At that stage, in real time, machine learning can be used to help decide which data should be stored for analysis and which deleted.
EducationDigital DataR and D
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Digital Data Case Studies
AT&T pulls sales leads from multiple systems to automate data entry into legacy systems using Robotic Process AutomationAdobe Research team investigates current approaches in machine learning for automating data cleansing and finds them inadequateeAnglia Ruskin University researchers develop mobile system which detects tuberculosis with 98.4% accuracyAtos SE deploys Robotic Process Automation to automate extracting information in IT tasksAviva accelerates from 400 to 10 days post-merger organisational planning and employee data integration with the use of machine learningBlueDot identified Wuhan pneumonia outbreak from social media posts before WHO made public announcement on COVID-19Client post trade equity allocation automatically generated from client emails at UBSDataminr''s alerts its customers in real-time about events that could potentially impact the financial markets by using text mining to collect data from social mediaDun & Bradstreet saves 10,000 hours of work annually by using natural language processing to categorise five million firms in its directoryElections Canada plans to use AI to identify electoral misinformation campaigns on social mediaFacebook create new location address schemes for developing areas decreasing travel times by 22% in testsGraphnet detects changes indicative of a seizure in epileptic patients using wearable tracker and machine learning and notifies the patient and carer via appIndix automates and standardises product information retrieved from a variety of sources using machine learningInstagram automates image description generation using machine learningInstapaper reviews saved articles and generates clean text ready to be read through their app using natural language processingJapan to automate patient information entry and some medical procedures by investing in 10 AI-powered hospitalsKik, a popular messaging platform, uses machine learning to integrate and scale different systemsLeasePlan, a vehicle management group in the UK, simulates different models to see cost distribution across various dimensions to decide which changes are optimalLondon Metropolitan Police plan automatically detecting illegal and inappropriate material on confiscated devicesMaria Fareri Children''s Hospital deploys a diagnosis platform using NLP and algorithmic search to assist physicians with difficult to diagnose symptomsMetlife reduces document processing time by 40% by automating data capture from manual documentsNASA automates 86% of HR transactions through Robotic Process Automation, RPA, of administrative tasksPharmaceutical company identifies warnings for non-Hodgkin’s lymphoma patients requiring change of treatment using machine learningPrimer AI improves coverage of women of science using natural language processingResearchers from various universities and labs enhance flood data collection with natural language processing and machine visionSKGB Automated transfer of bank security positions suggested positive potential for SGKBSalesforce to enable its users to save time on data entry through a voice-to-text assistantSanofi Pasteur plans to make vaccines more effective by assessing biomarkers of influenza vaccination outcomes with machine learningSimprints predicts what a baby''s fingerprints will look like when they reach adulthood through machine learningThe Breeders'' Cup enhances customer experience with an AI-powered horse detection feature and live VR broadcastingThe New York Times automates historic photo content identification and detail extraction with Google computer visionThe UK government identifies welfare and state benefits fraud with artificial intelligenceThe US Veterans Affairs was able to increase therapy completion rate among war veterans with PTSD by more than six times using machine learning to personalise the programUSAA improves employee efficiency by automating composition of summaries of key metrics using Narrative Science''s natural language generationUniversal Health Services uses voice transcription to reduce costs by 69% and improve the quality of electronic healthcare recordsUniversity of Essex researchers compare machine learning models for improving weather condition classification of imagesUtah Hospital automates treatment coding using NLP increasing coder productivity by 21% and reducing hospital acquired conditions by 63%