Legacy System Data Extraction Services
Easily extract data from legacy systems.
Our data extraction services securely transfer critical data from outdated systems to modern platforms, ensuring minimal disruption.
Extraction Status
ActiveData Extraction Overview
Comprehensive data extraction services that ensure clean, validated exports from legacy systems with complete documentation and quality assurance.
Why Choose Our Extraction Services?
- Automated extraction with minimal system impact
- Comprehensive data quality validation and cleansing
- Multiple export formats with detailed documentation
- Supporting HIPAA Compliance security and encryption protocols
Our Extraction Process
Source Analysis
Comprehensive analysis of source systems and data structures
Configuration
Setup extraction parameters, filters, and quality rules
Extraction
Automated data extraction with real-time monitoring
Validation
Quality checks, validation, and delivery preparation
Extraction Specifications
Comprehensive specifications covering schemas, filters, schedules, and normalization rules to ensure precise and reliable data extraction.
Schema Definition
Detailed data structure and field specifications
- Table and column definitions
- Data type specifications
- Primary and foreign key relationships
- Index and constraint documentation
Filter Criteria
Data selection and filtering parameters
- Date range specifications
- Patient population filters
- Department or location filters
- Data quality thresholds
Schedule Configuration
Extraction timing and frequency settings
- Batch processing schedules
- Real-time extraction triggers
- Maintenance window coordination
- Retry and error handling
Normalization Rules
Data transformation and standardization
- Format standardization rules
- Code set mappings
- Data cleansing procedures
- Business rule applications
Supported Export Formats
CSV
85% usageComma-separated values for universal compatibility
JSON
65% usageJavaScript Object Notation for structured data
XML
45% usageExtensible Markup Language for healthcare standards
Parquet
35% usageColumnar storage for analytics and big data
Excel
55% usageMicrosoft Excel format for business users
HL7
40% usageHealth Level Seven for healthcare interoperability
Extraction Configuration
Performance Settings
Quality Controls
Security Settings
Advanced Extraction Features
Our extraction platform includes advanced features for complex healthcare data scenarios and enterprise requirements.
Incremental Extraction
Extract only new or modified data since last run, reducing processing time and system load
Parallel Processing
Multi-threaded extraction for large datasets with automatic load balancing and optimization
Real-time Monitoring
Live extraction monitoring with progress tracking, error detection, and performance metrics
Supported Sources and Systems
We support extraction from databases, flat files, vendor reports, and file shares with comprehensive connectivity and processing capabilities.
Databases
Relational and NoSQL database systems
Supported Sources:
- SQL Server, Oracle, MySQL, PostgreSQL
- MongoDB, Cassandra, DynamoDB
- IBM DB2, Sybase, Informix
- Custom database implementations
Key Features:
Flat Files
Structured and unstructured file formats
Supported Sources:
- CSV, TSV, Excel spreadsheets
- XML, JSON, YAML files
- Fixed-width text files
- Delimited and custom formats
Key Features:
Vendor Reports
System-generated reports and exports
Supported Sources:
- EHR system reports
- Financial system exports
- Operational dashboards
- Compliance reports
Key Features:
File Shares
Network and cloud storage systems
Supported Sources:
- Windows file shares (SMB/CIFS)
- NFS network file systems
- FTP/SFTP servers
- Cloud storage (S3, Azure, GCP)
Key Features:
Extraction Capabilities
Real-time Extraction
Live data extraction with minimal latency
- • Immediate data availability
- • Reduced system impact
- • Continuous monitoring
Batch Processing
Scheduled bulk data extraction operations
- • Optimized performance
- • Resource management
- • Automated workflows
Incremental Updates
Extract only changed or new data
- • Reduced processing time
- • Lower bandwidth usage
- • Efficient synchronization
Custom Transformations
Data transformation during extraction
- • Format standardization
- • Data cleansing
- • Business rule application
Custom Source Integration
Don't see your source system listed? We specialize in custom integrations for proprietary systems, legacy applications, and unique data sources.
Integration Timeline
Ready to Get Started?
Contact our team to learn how our Legacy System Data Extraction Services can support your needs and improve your efficiency.
Call us now: +1 (951) 622-8126