Access your data directly. Connect directly to your data warehouse and avoid costly ETL, staging layers, and duplication. Maintain only your existing data warehouse.
Keep your security controls. Control agent access to your warehouse through the permissions you currently maintain.
Integrate your identity provider Plug into your current SSO without managing separate accounts or passwords.
Audit user actions Record who did what and when across queries and changes. Add the audit trail to your existing security and monitoring tools.
Trace agent decisions See how entity matches and relationships were created, including confidence thresholds, rules triggered, and supporting agentic reasoning.
Isolate cases Juggle separate projects and cases easily. Your data remains encrypted with keys you control.
Review dependencies Know exactly what is running in your environment. Permissive licenses only, with the full software inventory available for review.
Take your data with you Export your results in open formats including CSV, Parquet and Delta, including findings and reports.