Profile AI: The Data Detective
Automatically analyze source data structures, quality patterns, and anomalies in hours instead of weeks. Profile AI provides comprehensive insights that accelerate migration planning and reduce risk.
What does Profile AI do?
Profile AI scans source systems to understand data structures, identify quality issues, and analyze patterns—completing in hours what would take analysts weeks to accomplish manually.
Key Capabilities
Schema Discovery
Automatically identifies tables, columns, data types, and relationships across complex source systems
Quality Analysis
Detects null patterns, duplicates, outliers, and data quality issues that could impact migration
Pattern Recognition
Identifies value distributions, cardinality, and business rules embedded in the data
Anomaly Detection
Flags unusual patterns, inconsistencies, and potential data corruption before migration begins
Volume Analysis
Calculates record counts, data sizes, and growth trends to inform migration planning
Comprehensive Reports
Generates detailed profiling reports with visualizations and actionable recommendations
How Profile AI Works
Connect to Source Systems
Profile AI securely connects to your source databases, data warehouses, or file systems using standard protocols
Scan and Analyze
The agent scans data structures, samples records, and applies statistical analysis to understand patterns and quality
Generate Insights
Machine learning models identify anomalies, quality issues, and relationships that inform migration strategy
Deliver Reports
Comprehensive profiling reports with visualizations, statistics, and recommendations are generated automatically
Benefits
70% Faster Planning
Complete data profiling in hours instead of weeks, accelerating migration planning and reducing project timelines
100% Coverage
Analyze every table, column, and record—ensuring no data quality issues are missed during planning
Reduced Risk
Identify potential migration issues before they occur, reducing project risk and preventing costly delays
Better Decisions
Data-driven insights enable informed decisions about migration strategy, resource allocation, and timeline
Experience Profile AI in Action
See how automated data profiling can accelerate your next migration project