Benefits
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Design Solutions with Proven Data Science Experts
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Deploy Maintainable Machine Learning Systems
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Make Better, More Profitable Decisions
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Achieve Immediate and Sustainable Return on Investment
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Receive Recommendations You Can Understand and Explain
Offerings
Our data scientists develop models that power the software, products, advanced analytics, and AI services we provide
Statistical Analysis
- Descriptive / Multivariate statistics
- Regression / Predictive / Cohort / Variance analysis
- Experimental design
- A/B testing
- Statistical classification
Optimization
- Linear / Non-linear / Mixed integer programming
- Genetic algorithms
- Sensitivity analysis
- Simulation
- Network optimization
Forecasting
- Extensive forecast library
- Pick-best methodology
- Forecast accuracy measurement
- Forecast accuracy expectation setting
Machine Learning (Unsupervised)
- Clustering
- Hierarchical clustering
- Apriori (Association rules for market basket analysis)
- Dimensionality reduction
- Anomaly and Novelty detection
Machine Learning (Supervised)
- Linear regression
- Logistic regression
- Decision trees
- Support vector machines
- Ensemble learning
- Neural networks
Price Elasticity
- Elasticity analysis
- Pricing revenue opportunity modeling
- Bayesian elasticity updates
- Hindsight elasticity analysis (of existing pricing)
Prescriptive Analytics
- Revenue Management / Recommender Systems
- Customer segmentation
- Price / Workforce optimization
- Customer churn analysis
- Anomaly detection
Don’t see what you’re looking for? Find out about our other services!
Use Cases
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Enterprice Revenue Management System
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Growth Analytics
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Price Optimization
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Procurement Optimization
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Product Bundling and Pricing
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Anomaly Detection
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Plant Utilization Optimization
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Workforce Planning Optimization
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Marketing Spend Optimization
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Customer Retention Management
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Predictive Maintenance
