Insurance

  • Loss/claims models
  • Catastrophe modeling
  • Damage estimation
  • Customer retention and churn

Asset Management

  • Model back-testing and simulation
  • Loan/credit approval
  • Data pipelines and ETL
  • Visualization and reporting

Pharmaceutical

  • Reproducibility and auditing of trial analyses
  • 21 CFR Part 11 compliance
  • Collaboration across distributed teams
  • Trial design and patient selection

Automotive/Manufacturing

  • Sensor data analysis
  • Reliability engineering
  • Visualization and reporting

Technology & Internet Services

  • Recommendation systems
  • Spam classification
  • A/B testing and product improvement
  • Customer churn and lifetime value analysis

Banking

  • Loan/credit approval
  • Auditing of financial models
  • Fraud detection and risk modeling

Healthcare

  • Image analysis and classification
  • Patient cost models
  • Health outcomes analysis

Oil & Gas

  • Image and sensor analysis
  • Demand prediction models
  • Reservoir analysis

Media & Retails

  • Recommendation systems
  • Personalization models
  • Customer churn and lifetime value analysis
  • Market segmentation

Domino Data Science Platform

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