Discover and Profile Your Data with AI Precision
Automatically discover, classify, and profile enterprise data across all systems. AI-powered insights reveal data quality issues, PII exposure, and migration readiness in minutes, not months.
What is AI-Powered Data Profiling?
AI-powered data profiling automatically scans, analyzes, and classifies data across your entire enterprise—databases, files, APIs, and cloud storage. It uses machine learning to detect patterns, identify sensitive data (PII, PHI, PCI), assess data quality, and map relationships between datasets, providing comprehensive insights 90% faster than manual discovery processes.
Why Automate Data Profiling?
90% Faster Discovery
Profile thousands of tables and files in hours instead of months
Automated PII Detection
Identify sensitive data across all systems for compliance
Data Quality Insights
Detect anomalies, duplicates, and quality issues automatically
Complete Lineage
Map data flows and dependencies across your entire ecosystem
Comprehensive Data Discovery
Structural Analysis
- Schema Discovery: Tables, columns, data types, constraints, and relationships
- Volume Analysis: Row counts, data growth trends, and storage patterns
- Dependency Mapping: Foreign keys, views, stored procedures, and triggers
Content Analysis
- Data Patterns: Value distributions, uniqueness, and cardinality analysis
- Sensitive Data: PII, PHI, PCI, and custom classification rules
- Quality Metrics: Completeness, accuracy, consistency, and validity scores
Quality Assessment
- Null Analysis: Missing values, null patterns, and completeness scores
- Duplicate Detection: Exact and fuzzy duplicate identification
- Anomaly Detection: Outliers, format violations, and data drift
Business Context
- Semantic Classification: AI-inferred business meanings and tags
- Usage Patterns: Access frequency, query patterns, and user activity
- Data Lineage: Source-to-target flows and transformation logic
AI-Powered Profiling Features
Intelligent PII Detection
AI automatically identifies sensitive data across all systems—even in unstructured text and files. Detects SSNs, credit cards, emails, phone numbers, addresses, and custom patterns with 99% accuracy.
Personal Identifiers
SSN, passport, driver's license, national IDs
Financial Data
Credit cards, bank accounts, payment info
Health Information
Medical records, diagnoses, prescriptions
Automated Data Classification
Machine learning models automatically classify data into business categories (customer, product, financial, operational) and apply appropriate security tags and policies.
95%
Classification Accuracy
50+
Pre-built Categories
100%
Customizable Rules
Real-time
Continuous Monitoring
Data Quality Scoring
AI evaluates data quality across six dimensions and provides actionable recommendations for improvement. Track quality trends over time and set automated alerts for quality degradation.
Completeness
Missing values and null analysis
Accuracy
Format validation and range checks
Consistency
Cross-system data reconciliation
Common Data Profiling Use Cases
Migration Planning
Profile source systems to understand data volumes, complexity, and quality before migration. Identify potential issues early and plan remediation strategies.
Compliance & Governance
Automatically discover and classify sensitive data for GDPR, CCPA, HIPAA compliance. Generate audit reports and track data access patterns.
Data Quality Improvement
Identify data quality issues across all systems and prioritize remediation efforts. Track quality improvements over time with automated monitoring.
Data Catalog Creation
Build a comprehensive data catalog with automated metadata discovery, business glossary integration, and searchable data assets.
Start Profiling Your Data Today
Discover what's in your data with AI-powered profiling and classification