R and D
Use Cases
Showing 71 use cases in R and D
Sort by
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Accelerate Drug Discovery with AI Protein Structure Prediction
Pharmaceuticals and biotechR and D
Accelerate drug discovery by automating research stages and data integration and analysis
Researchers are taking advantage of computational power to analyse vast amounts of data on drugs and their interactions. Enhancing the drug research process by advancing data mining, integration and analysis as well as testing can result in quicker drug and cure discovery for known diseases.
Pharma & BiotechR and D
Accelerate product discovery based on modelling of components
Accelerate product discovery based on modelling of components - potentially millions of input options can be modelled to ascertain the most promising.
Aerospace and defenceR and D
Analyse biomarkers such as genes for medical potential
Analyse relevant biomarkers to evaluate potential medical applications and outcomes. Identify which genes potentially cause which disorders to simplify diagnosis of patients and provide insights into the functional characteristics of the genetic mutation.
Pharma & BiotechR and D
Analyse clinical outcomes to adapt clinical trial design
Analysis of clinical outcomes to adapt clinical trial design
Healthcare providers and servicesR and D
Analyse social media data to evaluate architectural or planning impact of new developments
Analyse social, traffic data to measure potential impact of new building developments. Modeled outcomes might indicate hazards (e.g. fire evacuation risks) or design features for consideration (e.g. siting of facilities etc)
GovernmentR and D
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.
Media and publishingR and D
Better understand product usage
Uncover product usage insights to support product development process to improve products. May also be used to support customer service outlets and model use cases for new propositions.
R and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Clinical Trial Protocol Intelligence to Reduce Amendments
Pharmaceuticals and biotechR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Fashion Design Assistance and Trend Forecasting
Personal and household goodsR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Infrastructure for Autonomous Vehicle and Mobility Development
Automobiles and partsR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Platform for 6,000+ Investment Bankers Cutting Hallucinations 10x
Investment banking and investment servicesR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Public Health Surveillance for Earlier Outbreak Detection
Public servicesR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Research Accelerator for Scientific Institutions
Education and academiaR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI Research Assistant with Source-Verified Scientific Citations
R and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI for Dynamic In-Game Content and Player Personalisation
Entertainment and sportsR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI for Geospatial Intelligence at Country Scale
R and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI for Personalised Cancer Treatment Planning
Healthcare providers and servicesR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI for Real Estate Valuation and Market Analytics
Real estate development operationsR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build AI for Real-Time Sports Performance Analytics for Athletes
Entertainment and sportsR and D
NewMon May 04 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Build Cloud AI Infrastructure for Autonomous Systems Development
Software and IT servicesR and D
Collate and evaluate site data for architectural planning
Capture, collate and visualise multiple sources of data to build projected site layouts for architectural purposes. Data sources will include geo-relevant public data sources, private data sets and potentially sensor data.
Construction and engineeringR and D
Collate and visualise connected data
Data visualisation typically supports better analytics and decision making - collating and standardising data from potentially multiple sources. AI will enable faster and scalable data visualisation with the potential to respond to real time issues. This will be a set of tools increasingly embedded in other applications and use cases.
R and DStrategy
Collate data and evaluate potential architectural site remotely
Collate data from multiple sources (public, private and potentially real time sensor includng aerial or even satellite imagery) to build a clear visualisation of potential building site. Can be used to assess potential risks, visualise opportunities and project planning issues.
OtherR and D
Create new products
Determine whether there are new product opportunities by rethinking data and tools.
R and D
All R and D AI Use Cases
R and D Case Studies
AI system predicts risk of diabetes with an 88% accuracy rate in testsARUP saves 790 engineering hours using machine learning to detect utility clash points planning a light rail system for AucklandAction Against AMD and Benevolent AI aim to find treatments for age-related macular degeneration (AMD) that causes blindness using machine learningAdidas learns from its consumers'' design creation to better anticipate future demand trends using machine learningAdobe Research team investigates current approaches in machine learning for automating data cleansing and finds them inadequateeAdobe is developing technology to detect manipulation in images using a deep neural networkAdore Me generates product insights by determining customer sentiment with a 92% accuracy based on natural language processing analysis of thousands of reviewsAidyia fully automates hedge fund trading using genetic evolutionary and other algorithms claiming a 2% returnAipoly app identifies objects and uses voice to describe them to visually impaired peopleAirbnb increases booking conversions by 5% using machine learning to match property hosts'' guest preferences with consumersAirbus used deep machine vision to detect clouds in satellites decreasing the error rate from 11% to 3%Android is planning to extend battery life in its mobile phones by implementing convolutional neural networks developed by DeepMindAnglia Ruskin University researchers develop mobile system which detects tuberculosis with 98.4% accuracyAnthem aims to predict the occurrence of allergies using machine learningApple iOS 10 creates thematic movies from user photos using facial recognition while remaining low latencyAravind Eye Hospital identifies eye complications arising from diabetes with a 97.5% accuracy using machine learningAstraZeneca plans to crack down on online sale of counterfeit drugs in China using machine learning and natural language processingAutodesk redesigned iconic Scandinavian design chair achieving 18% less volume; 90% decrease in max displacement; and 79% in von Mises stress with generative design modelAutonomous Healthcare detects different types of ventilator asynchrony in ICU patients with machine learningAviva offers up to 30% discounts on insurance premiums based on actual driving behaviour that is monitored and analysed through machine learningBBC is developing interactive fictional programs utilising the natural language generation capabilities of smart home assistants such as Alexa and Google HomeBERG is attempting to identify genetic predisposition to certain conditions using machine learning with promising Phase I study resultsBERG is developing targeted cancer drugs using machine learning with promising Phase I study resultsBMW will self-diagnose faults and issues limiting car performance and collect data from connected vehicles with machine learning analyticsBabylon Health claims 82% accuracy for video medical diagnosis based on machine learning and natural language processingBaidu builds automated cat shelter for strays using image recognitionBaidu researchers synthesise speech through neural voice cloning with limited data samplesBayer aims to spot drug-associated side effects earlier with the use of machine learning, RPA and natural language processingBeck''s Hybrids is predicting the highest-yielding corn seeds from more than 30,000 genetic possibilities using an AI powered modeling engineBeijing Tian Tan Hospital is testing the detection of type, location and severity of a stroke using machine learningBerkeley Lab releases reinforcement learning training platform for training autonomous vehicles on traffic regulationBiogen to design individualized treatment plans for newly diagnosed patients with providers using machine learningCambridge researchers develop a system to analyse cancer research papers to discover previously unexplored molecular biology linksCapitol Health improves accuracy of diagnosis from scans, X-rays etc using deep learningCardiogram detects atrial fibrillation with 97% accuracy surpassing FDA-cleared wearable ECG devices using the Apple Watch and machine learningCenters for Disease Control and Prevention reduce polio report generation time to 1 hour using machine learning to automate regional mapping of the diseaseCereproc generates synthetic speech from text using natural language processing and machine learningChampion Brewing uses machine learning to create what they consider the perfect IPA beer - the ML IPAChildren''s Hospital of Los Angeles predicts when to discharge patients from pediatric intensive care using deep recurrent neural networksCisco improves its online conferencing platform using accurate voice and chat assistantsCleo offers personalised support system for expecting parents which maps user preferences and helps them find matching providers and other services using machine learningCleveland Clinic and Microsoft identify at-risk patients in ICU to prevent the occurrence of cardiac failure with machine learning ensemblesClinicial researchers at Imperial College London and the University of Edinburgh develop machine learning based software that could speed up treatment of patients showing signs of stroke or dementiaColumbia Business School researchers determine that unusual language in news stories can forecast future market stress through natural language processingCornell University researchers increase processing efficiency 300x by developing Adaboost algorithm to automate detection of elephant rumblingsCoyote improves the accurate reporting of speed limits by 9% using machine learningCray''s CosmoFlow can now predict cosmological parameters with unprecedented accuracy with a deep learning 3D convolutional neural networkDadabots creates lo-fi black metal album using deep neural networksDana Farber Cancer Institute accelerates clinical trial recruitment by using machine learning for genome mapping to identify best candidatesDeep Sentinel identifies neighbourhood security threats using machine vision that can detect potential intruders and other eventsDeepMind achieves human specialist accuracy in diagnosing retina disease based on scans using machine learningDeepMind achieves superhuman performance with its Go-playing AI program using reinforcement learning and neural netsDeepMind develops a highly accurate machine learning method for predicting protein structuresDeputy introduces AI for automatic shift scheduling for its staffing management appDropbox''s in-house OCR system for document scanning outperforms commercial libraries by using neural networksDuke University is researching how to predict the onset of Parkinsons by analysing mouse usage with machine learning classifiersDuke University is researching how to predict the onset of neurological disorders such as Parkinsons by analysing Microsoft-Bing search logs using machine-learned classifiersElectronic Arts is developing an AI agent which can test for quality assurance during video game production by learning to play against humansEnel is reducing operational and capital expenses by predicting maintenance and improving asset performance using machine learningEnlicit classifies malignant tumours with 50% better accuracy than humans and 0 false-negatives with deep learningEnlitic augments radiologists to achieve 21% faster, 11% more sensitive and 9% more specific reading of fractures in X-rays with deep learningExpedia optimises its best fare search results using machine learningExxonMobil plans to automate hydrocarbon discovery by developing deepwater exploration robots in partnership with MITEyeo leverages machine learning and object detection to develop ad blocking technologyFANUC will offer advanced manufacturing capabilities by enhancing industrial robots with deep learningFacebook and CrowdAI researchers develop a machine learning method to identify geographic areas heavily affected by natural disastersFacebook create new location address schemes for developing areas decreasing travel times by 22% in testsFacebook improves fast, accurate translations for more languages using unsupervised machine learningFacebook improves user experience using ranking algorithm to optimise content based on user behaviourFacebook optimises experiments for server performance and ranking improvement using reinforcement learningFacebook provides technology able to turn 2D images into 3D modelsFacebook reduces time needed to support new queries to its internal reactive cache by using machine learning from weeks to minutesFast.AI more accurately classifies text while requiring less training data due to a new natural language processing techniqueFazenda futuro creates new vegan burger using AIFormula 1 aims at achieving smarter project management and streamlining the R&D process with the use of machine learningFoster Care Tech (FCT) finds better matching foster care families for children using machine learningFraunhofer Heinrich Hertz Institute and University Medical Center Schleswig-Holstein, a German University Hospital, has developed an algorithm to detect the probability of getting heart attack from ECG and EEG, matching accuracies achieved by cardiologistsGemological Institute of America predicts with 90% accuracy a diamond''s grade from camera images using neural networks in partnership with IBM ResearchGlaxoSmithKline (GSK) plans to accelerate drug discovery as well as new applications for existing drugs using machine learningGlaxoSmithKline (GSK) plans to reduce drug discovery to trial time from six years to 12 months using machine learning models to predict molecular behaviourGoldcorp plans to increase accuracy of identifying potential mining prospecting areas using IBM Watson and machine learning to analyse drilling and geological dataGoogle Brain researchers develops a method to avoid machine learning model discrimination against legally protected attributesGoogle DeepMind plans to build complete 3D models from a few pictures using generative query networkGoogle Health improves predictions of hospital patient medical outcomes by using deep neural networks trained on 46 billion data pointsGoogle Lookout audibly describes environments in real-time for the visually impairedGoogle Research detects diabetic eye disease as well as leading ophthalmologists with machine learningGoogle Translate reduced translation errors by more than 55% in its translation services using Recursive Neural NetworksGoogle claims it can prioritise an organisation''s files based on activity and calendar events using machine learningGoogle launches two apps for the hearing impaired on its Android phoneGoogle trials Duplex as a natural conversation agent and assistant to automate scheduling activitiesGoogle''s Gmail automated composition feature has led to 10% of English language replies being machine written and human approved, speeding up email compositionGoogle''s Verily prioritizes patients by diagnosing retinopathy more accurately than ophthalmologists using deep neural networksGoogle''s cocktail party effect uniquely identifies and focuses on an individual''s voice while watching a video of people talking in a crowded roomGruppo L’Espresso creates 2.5x more videos than it used to, with automatic video creation platform which uses social media trends to decide video contentHarvard university seismologists developed a deep learning algorithm to predict the location of aftershocks with an AUC of .849Healx''s scientist predicts effectiveness of combinations of antibiotics using machine learningHonda equips its NeuV concept vehicle with an emotion engine to facilitate automated drivingHoobox Robotics enables wheelchair users to control the motorized machines through their facial expressionsHuashan Hospital develops a robotics based radiosurgery procedure to treat inoperable intracranial tumour sizes achieving 55% reduction on averageHyundai Motor will offer voice-enabled intelligent personal agent to predict driver needs and facilitate vehicle functions in new models