Automated Data Discovery
AI-powered metadata extraction and analysis across your entire data ecosystem. Discover schemas, relationships, and business logic automatically.
Comprehensive Assessment Report
Our intelligent discovery generates a complete assessment report analyzing your entire data estate. Here's an example from a production warehouse migration.
Source System Analysis
Complete overview of database structure, schemas, and object counts
- All tables discovered and cataloged automatically
- Complete column analysis with data types and constraints
- Multiple schemas identified and classified
Table Classification
Intelligent classification of fact tables, dimensions, and reference data
- Fact tables identified for analytical workloads
- Dimension tables for data enrichment and filtering
- Automatic star/snowflake schema detection
Business Domain Mapping
AI-powered categorization into logical business domains
- Business domains automatically identified
- Sales, Finance, Inventory, HR domains mapped
- Table composition analysis per domain
Entity Relationships
Discover foreign keys, joins, and data dependencies
- Automatic foreign key relationship discovery
- Join pattern analysis from query logs
- Visual ER diagrams generated automatically
Data Profiling & Statistics
Statistical analysis of data volumes, distributions, and quality
- Column-level statistics and cardinality analysis
- Distribution plots and correlation matrices
- Missing data and outlier detection
Performance Optimization
Recommendations for partitioning, indexing, and clustering
- AI-generated partitioning strategies
- Indexing and clustering key recommendations
- Query optimization opportunities identified
Complete Assessment Report Includes
From Weeks to Days: Automated Discovery
Traditional discovery takes weeks of manual work—connecting to systems, documenting schemas, mapping dependencies. Our AI agents do it in days, scanning your entire data estate automatically and generating comprehensive assessment reports.
Comprehensive Discovery Capabilities
Everything you need to understand your data landscape before migration
Source System Analysis
Complete database overview including schemas, tables, columns, constraints, and indexes. Automated cataloging of all database objects with zero manual effort.
Business Domain Mapping
AI-powered categorization into logical business domains like Sales, Finance, Inventory, and HR. Automatic table classification and composition analysis across all domains.
Table Classification & SCD
Intelligent identification of fact tables, dimensions, and reference data. Automatic SCD strategy recommendations for slowly changing dimensions.
Entity Relationships & Lineage
Discover foreign keys, primary keys, and join patterns from query logs. Visualize ER diagrams and understand data dependencies across your entire warehouse.
Statistical Analysis & Profiling
Column-level statistics, distribution plots, correlation matrices, and outlier detection. Descriptive statistics, hypothesis testing, and missing data analysis included.
Data Quality Assessment
Comprehensive quality metrics including completeness, consistency, validity, and accuracy scores. Identify data quality issues before migration starts.
Performance Optimization
AI-generated recommendations for partitioning strategies, indexing, clustering keys, and query optimization. Performance tuning guidance for Databricks.
ETL Pipeline Design
Automated ETL architecture recommendations with pipeline stages, framework design, and technical considerations. Silver and Gold layer DDL scripts generated automatically.
What We Discover
Deep analysis across all aspects of your data infrastructure
Schema Discovery
Automatic extraction of tables, columns, keys, and constraints
Code Analysis
Parse and analyze SQL code, stored procedures, and business logic
Relationship Mapping
Identify foreign keys, joins, and cross-schema dependencies
Usage Patterns
Analyze query logs to understand actual usage and performance
Complexity Scoring
Automated assessment of migration effort and risk
Migration Planning
AI-recommended migration waves and sequencing
Measurable Impact
Real outcomes from automated discovery
Faster Discovery
Reduce assessment time from weeks to days
Complete Coverage
Automated discovery across entire estate
Effort Reduction
Eliminate manual documentation work
Accuracy
AI-powered analysis eliminates human error
Ready to Discover Your Data Estate?
Start your migration with complete visibility. Request a demo to see intelligent discovery in action.