Artificial Intelligence / Machine Learning
Our Cognitive Automation practice includes the following services:
• Identification high potential use cases
• Evaluation of data quality and integrity
• Proof-of-Value Implementation to demonstrate expected business value
• Model Development
• Model Training and Validation
• Model Operationalization
• Model Performance Monitoring and Documentation
• Model Upgrade, Fine-tuning and Continuous Feedback / Learning
Use Cases
Healthcare
• Propensity to Pay prediction
• Case Escalation Prediction
• Readmission and Length of Stay Prediction
• Predictive Claim Denials
• Medical Coding Automation
Finance
• Fraud Detection
• Credit Risk Analytics and Loan Underwriting Optimization
• Facial Recognition
• Document Segmentation and Information Extraction (e.g., Loan Documents, Insurance, Contracts, etc. )
• Collection/Recovery/Delinquency Prediction)
• Customer Attrition Prediction)
Retail
• Product Sales Forecasts and Inventory
• Product Recommendation
• Product Profitability Analytics
• Customer Loyalty Analytics
• Image Classification
• Object Detection
• Defect Detection
Customer Service
• Customer Experience Analytics
• Speech and Text Analytics
• Text Classification
• Sentiment Analysis
• Chatbot/Speech bot
Manufacturing
• Customer Churn Prediction
• Network Optimization
• Predict Equipment Failures
• Video Analytics
• Preventive Maintenance
• Anomaly Detection
Sales and Marketing
• Sales Forecasting
• Predictive Targeting
• Customer Long-Term-Value Analytics
• Customer Segmentation
• Next-Best-Product Prediction
• Intelligent Lead/Opportunity Prioritization