Runs in the customer workspace
Scanner-lite notebooks run inside the customer's Databricks workspace and write diagnostic outputs to a customer-owned Unity Catalog schema.
AI/BI Readiness Scanner for Databricks
A customer-contained scanner that helps Databricks teams find metric conflicts, risky Genie domains, shadow dependencies, and repeated query patterns before scaling AI/BI.
No production mutation
The scanner is read-only against operational metadata and does not modify jobs, warehouses, dashboards, tables, permissions, or production data.
Evidence-backed findings
Findings include confidence labels and supporting telemetry so platform, audit, and BI teams can validate them before taking action.
What It Finds
- Repeated SQL and dashboard intent that suggests missing metric views or data products.
- Candidate metric conflicts across dashboards, aliases, and SQL expressions.
- Shadow or sandbox assets used by recurring business workflows.
- Risky Genie or AI/BI domains where definitions, ownership, or freshness are weak.
- Dashboard dependency hot spots and repeated computation patterns.
- Transformation backlog items for CDO, platform, consulting, and audit teams.
Marketplace Readiness Statement
The free scanner-lite package does not send query history, lineage, table names, user activity, or business metadata to Brickcost or any external service. Optional enterprise deployments may support customer-contained Databricks App mode or SaaS-assisted inference only with explicit customer approval.