Business Enrichment
Transform clean data into business-ready information that produces deeper insights.
Data profiling & business assessment
- Examine cleaned data for business opportunities
- Identify important business metrics
- Determine which fields can provide additional insight
Data integration
- Combine multiple datasets
- Join internal data sources
- Match records across datasets
- Resolve inconsistent identifiers
Feature creation & transformation
- Create new business variables
- Create customer, product, operational, or financial metrics
- Aggregate data at useful business levels
- Transform variables for analysis
Business categorization
- Create meaningful customer or business segments
- Develop classifications and categories
- Group records based on business rules
Advanced data preparation
- Prepare variables for statistical analysis
- Normalize or scale numerical variables
- Identify and address outliers
- Prepare categorical variables
- Prepare datasets for predictive modeling
Analytics readiness
- Prepare data for dashboards
- Prepare analytical and modeling datasets
- Identify potential predictive variables
- Structure data for data science and machine learning
