A curated list of amazingly awesome AI ideas and use cases. You can use this to get new ideas and share existing ones.
What makes them so awesome? All these ideas should be proven to generate value, not just 'cool facts' or 'promising techniques'. With the data and techniques available today, they should apply to business now. For example, an AI that plays video games, or analyses heavy metal song lyrics is cool, but it doesn't translate into a meaningful and useful application, so it does not belong here.
- Banking
- Healthcare
- Insurance
- Life sciences
- Manufacturing
- Oil and Gas
- Public Safety
- Retail
- Telecommunications
- Travel
- Automation
- Call volume forecasting
- Next best action
- Real-time sentiment analysis
- Real-time compliance risk
- Real-time suggestions and optimization
- Script adherence
- Script optimization
- Call Center optimization
- Skill-based routing
- Voice authentication
- Competency forecasting
- Employee churn analytics
- Employee performance analytics
- Network analytics on employee interactions
- Resume matching, preselection and tagging
- Workforce Planning
- Cost analytics
- Fraud detection
- Waste and abuse detection
- Component quality analytics
- Cybercrime detection
- Server performance monitoring and alerting
- Incident management tickets automatic routing and reply or clustering
- Churn/Customer attrition
- Customer segmentation
- Life Time Value
- Personalized advertising
- Product recommendation engines using recommendation system
- Marketing Optimization
- Social Media Analytics
- Text Analytics on customer complaints
- Cross-sell opportunities using propensity models
- Lead scoring
- Price elasticity
- Revenue forecasting or Kaggle
- Demand forecasting
- Gas purchase optimization
- Inventory forecasting
- Optimal routes
- Warehouse location optimization
- Basel II compliance
- Credit scoring
- Risk management
- Stress testing
- Efficiency of care delivery
- Overconsumption
- Readmissions
- Reducing outcome variation
- Genomic research
- Patient experience and outcomes
- Claims fraud
- Healthcare billing analytics
- Catastrophe modelling
- Claims recovery prioritization
- Claims processing automation
- Damage estimation automation
- Fraud detection
- Litigation prediction
- Pricing using telematics
- Solvency II and ORSA compliance
- Risk analytics
- Design of experiments
- R&D portfolio optimization
- Predictive Asset Maintenance
- Quality control
- Predictive maintenance
- Operational efficiency
- Production optimization
- Crime Wave Detection
- Patrolling Suggestions (Preventative Policing)
- Crime Case Resolution Prediction
- Crime Clustering
- Complex/Organised Crime network detection
- Terrorist Cell Identification
- Alerting & Officer Safety
- Criminal Evolution
- Domestic Violence
- Radicalisation prediction
- Mass scale surveillance
- Budget planning and simulation
- Customs fraud detection
- Tax audit triage
- Fraud and compliance
- Anti-money laundering
- Financial regulatory and compliance analytics
- Data Science Use Cases in Retail Industry
- Distribution centre optimization
- Employee fraud detection
- Market basket analysis
- Plannogram optimization
- SKU forecasting
- Product development
- Customer experience
- Customer lifetime value
- The in-store shopping experience
- Pricing analytics and optimization
- Asset performance analytics
- Cell phone tower location optimization
- Predictive maintenance
- Routing optimization
- Optimize network capacity
- Telecom customer churn
- New product offerings
- Flight fare and hotel price forecasting
- Intelligent travel assistants
- Optimized disruption management
- Targeted offerings to address travel disruptions
- Fraud detection
- Dynamic pricing in the hospitality industry
- Room occupancy planning
- In-stay experience
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