Every company's data is different. Your analytics solutions should be, too.
ICF provides solutions you can't get anywhere else—ones built exclusively for your business.
Empower your vision and drive your business with best-in-class analytics practices.
Collection
Proactively anticipate needs to optimize customer experience and develop longstanding relationships
- Acquisition
- Ingestion
- Extraction
- Web scraping
- Surveys
- Database queries
- Batch imports
- Log mining
- Streaming data
Curation
Organize and prepare raw data for analysis
- ETL/ELT
- Image processing
- Linking
- Cleaning
- Aggregating
- Sorting
- Feature recognition
- Signal noise reduction
Analysis
Deliver relevant products and stay competitive when demand changes or new technology is developed
- Exploratory data analysis (EDA)
- Modeling
- Data mining
- Causal analysis
- Probabilistic analysis
- Correlation analysis
- Segmentation
- Anomaly detection
- Natural language processing
- Machine learning
- Deep learning
Visualization
React in real time and make the customer feel valued through personalization and service
- Reporting
- KPI tracking
- Representation
- Interpretation
- Geospatial analytics
- Abstract/summary visualization
- Interactive/real-time visualization
Data strategy
Optimize and improve the customer experience according to business needs
- Data governance
- Data architecture
- Needs assessment
- Future state vision and roadmap
- Organizational analytics maturity assessment
Data management
Increase revenue and take business intelligence to the next level
- Developing APIs
- Infrastructure planning
- Backup and recovery
- Logging
- Access management
- Data security
- Cloud analytics
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