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Technology
Machine Learning
Used in
27
AI implementations
Industries Using Machine Learning
insurance
3
energy
3
technology it
3
agriculture
2
hospitality
2
finance
2
mining
2
transportation
1
Often Used With
ML (2)
Artificial intelligence (2)
Predictive analytics (2)
Guidewire ClaimCenter (2)
Guidewire Marketplace accelerator (2)
Cloud-based deployment (2)
Computer Vision (1)
Targeted Maximum Likelihood Estimation (TMLE) (1)
Survival/Time-to-Event Modeling (1)
Super Learner (Ensemble ML) (1)
IoT (1)
Remote sensing (1)
Quick Stats
27
Total Use Cases
17
Industries
12
Related Technologies
Use Cases Using Machine Learning
healthcare
10.0
Predictive risk stratification and early intervention using machine learning CDSS
energy
10.0
AI/ML-driven maintenance business-case and KPI reinforcement
aerospace-defense
10.0
AI-enhanced digital twin for electric aircraft battery and power-system health management
pharmaceuticalsbiotech
10.0
AI-driven predictive analysis for clinical development
technology-it
10.0
AI-enabled continuous testing in DevOps pipelines
retail
10.0
Sidekick ML task prioritization for store associates
energy
10.0
Machine-learning wave height forecasting for ocean renewable energy operations
technology-it
10.0
Automated helpdesk ticket problem categorization
energy
10.0
ML-weighted fuzzy decision support for prioritizing financial risk management techniques in renewable energy projects
energy
10.0
ML-based optimal inverter dispatch for distribution grids
energy
10.0
ML-based gas turbine parts life extension from customer-specific usage patterns
pharmaceuticalsbiotech
10.0
AI-assisted oncology clinical trial participant prescreening
energy
10.0
AI-assisted voyage route optimisation for TotalEnergies' chartered fleet
pharmaceuticalsbiotech
10.0
Interpretable ML prediction of early clinical trial termination
pharmaceuticalsbiotech
10.0
Pragmatic oncology trial design using real-world data to improve study efficiency
pharmaceuticalsbiotech
10.0
AI analytics using real-world data and digital health technologies in drug development
pharmaceuticalsbiotech
10.0
Quantum-explainable biomarker prediction for precision medicine
aerospace-defense
10.0
AI-Driven Mission Planning and Real-Time Command Decision Support
energy
10.0
AI-powered facility energy optimization for industrial and commercial sites
energy
10.0
AI orchestration of building and e-fleet flexibility assets
insurance
10.0
AI-assisted claims document understanding in Guidewire ClaimCenter
aerospace-defense
10.0
Machine-learning life prediction for aviation components
energy
10.0
AI-driven predictive maintenance and fault prevention for smart grids
aerospace-defense
10.0
Machine Learning for Aircraft Performance Optimization
energy
10.0
Machine-learning predictive maintenance for energy equipment
pharmaceuticalsbiotech
10.0
Automated coding of patient-reported adverse drug reactions from free-text reports
healthcare
10.0
Machine learning-based sepsis prediction across ED, ICU, and hospital floor units
energy
10.0
AI-driven predictive maintenance for Amazon's global machine fleet
consumer
10.0
Machine-learning-based cosmetic product recommendation
automotive
10.0
AI-based captive lending for in-house auto finance
pharmaceuticalsbiotech
10.0
Clinical trial operational efficiency prediction for study design planning
transportation-shipping-and-logistics
10.0
AI-powered Bill of Lading processing for an LTL carrier
healthcare
10.0
Regulated AI approval and compliance workflow for imaging software
manufacturing
10.0
AI-based cement mill process optimisation at Tehama plant CM6
pharmaceuticalsbiotech
10.0
NIR-based prediction of API and HPMC content for downstream dissolution modeling
aerospace-defense
10.0
Machine Learning-based Structural Health Monitoring (SHM) for Aerospace Structures
aerospace-defense
10.0
Predictive Analytics for Aircraft Maintenance Scheduling
aerospace-defense
10.0
AI-Driven Predictive Maintenance in Aerospace Manufacturing
aerospace-defense
10.0
AI-Driven Aerospace Structural Health Monitoring
technology-it
10.0
ML-based classification of IT support tickets
aerospace-defense
10.0
Aerospace-Defense AI Threat Intelligence
aerospace-defense
10.0
Machine Learning-Based Pipeline for Aircraft Fatigue Life Prediction