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.
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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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