Agent Suite

Statistical analysis and data characterization for enterprise data platforms. Profiles completeness, uniqueness, validity, consistency, and timeliness.

Capabilities

• •Column-level statistics (mean, median, percentiles)
• •Pattern detection and format validation
• •Anomaly and outlier identification
• •Baseline generation for monitoring
• •Completeness and null analysis
• •Cardinality and uniqueness metrics

Outputs

Generates data quality validation rules from profiling results. Outputs specifications compatible with Great Expectations, dbt-expectations, and Soda.

Capabilities

• •Automatic rule generation from profiles
• •Priority ranking (critical/high/medium/low)
• •Business justification for each rule
• •Multi-framework output support
• •Rule deduplication and optimization
• •Threshold calibration

Outputs

Crawls data sources to extract metadata, classify sensitive data, and build a searchable asset inventory for data cataloging.

Capabilities

• •Metadata extraction from databases
• •PII and sensitive data classification
• •Schema inference and documentation
• •Relationship and FK detection
• •Asset cataloging and tagging
• •Source system documentation

Outputs

Designs Medallion and dimensional data models. Generates DDL scripts, dbt models, and ERD documentation from requirements.

Capabilities

• •Medallion layer design (Bronze/Silver/Gold)
• •Dimensional modeling (Star/Snowflake)
• •DDL script generation
• •dbt model scaffolding
• •ERD documentation
• •Naming convention enforcement

Outputs

Classifies data sensitivity, maps regulatory requirements, and generates compliance reports for governance frameworks.

Capabilities

• •Sensitivity classification (Public/Internal/Confidential/Restricted)
• •Regulatory mapping (GDPR, CCPA, HIPAA)
• •Data ownership assignment
• •Access control recommendations
• •Compliance gap analysis
• •Audit trail generation

Outputs