Databricks Agent Bricks

Activities: Y/M Diagnostics: P/L Provisioning: P/L
Event ontology: Y/M Observability: P/M Confidence: High

Build style / interface — Workspace UI and APIs powered by Mosaic AI and MLflow.
What it actually does — Auto-optimizes agents on enterprise data with evaluation and guardrails; stores traces in the Lakehouse and MLflow.
Data / telemetry — Traces, evaluation datasets, and cost/quality metrics.
Interoperability — Connectors running within the Databricks environment.
Deployment model — Runs in your Databricks workspace.
Notes — Focuses on evaluation and quality; not intended for infrastructure operations.

UKM Snapshots: ingest Y/M, index Y/M, retrieval Y/M, governance Y/M, overall medium-high
Note: Coverage — Ingest Y/M; Index Y/M; Retrieval Y/M; Governance Y/M; Overall medium-high

UAM Snapshots:
ingest Y/M, index Y/M, retrieval Y/M, governance Y/M, overall medium-high
Note: Coverage — Ingest Y/M; Index Y/M; Retrieval Y/M; Governance Y/M; Overall medium-high

UDM Snapshots:
ingest P/L, index P/L, retrieval P/L, governance P/L, overall low-medium
Note: Coverage — Ingest P/L; Index P/L; Retrieval P/L; Governance P/L; Overall low-medium

UOM Snapshots:
ingest P/M, index P/M, retrieval P/M, governance P/M, overall medium
Note: Coverage — Ingest P/M; Index P/M; Retrieval P/M; Governance P/M; Overall medium

UEOM Snapshots:
ingest Y/M, index Y/M, retrieval Y/M, governance Y/M, overall medium-high
Note: Coverage — Ingest Y/M; Index Y/M; Retrieval Y/M; Governance Y/M; Overall medium-high

UPM Snapshots:
ingest P/L, index P/L, retrieval P/L, governance P/L, overall low-medium
Note: Coverage — Ingest P/L; Index P/L; Retrieval P/L; Governance P/L; Overall low-medium

Latest updates — Agent Bricks docs launched for AWS/Azure (Sep 5, 2025). Links — Official Site, Docs, Blog