Accept an AI rule suggestion
Goal
Run the on-prem agent demo
The on-prem agent demo stands up a believable customer environment on
Auto-discover assets
Goal
Block pull requests on data quality
Goal
Build a quality report
Goal
Configure single sign-on (SAML / OIDC)
PLACEHOLDER Cloud supports SAML 2.0 and OpenID Connect identity providers. Members of your org sign in via your IdP; users are JIT-provisioned (just-in-time created) the first time they log in.
Connect a Postgres datasource
Goal
Connect a Snowflake or BigQuery datasource
Goal
Connect an MCP client
Status: available (self-host); hosted endpoint rolling out. Run the MCP server yourself today (the mcp service in infra/docker-compose.yml, or Dockerfile.mcp on its own). A hosted public endpoint is being finalized behind a load balancer — once live, its URL shows in Settings → Connect AI (which also has the copy-paste client config). See MCP server for the what-and-why.
Connect a BigQuery datasource
Goal
Connect a ClickHouse, SAP HANA / Datasphere, or Oracle datasource
Status: the connectors are wired end-to-end (selectable type, structured form, connection test, asset discovery, profiling, validation), but their SQLAlchemy dialect drivers are not bundled in the default worker/API image. Each is an opt-in worker extra — clickhouse (#399), hana (#400), oracle (#401). Until your image installs the relevant extra, Test connection and Discover return a "driver not available" message. The build step is in Prereqs below.
Connect a Delta Lake datasource
Goal
Connect an Apache Iceberg datasource
Goal
Connect a Microsoft SQL Server datasource
Goal
Create an API token
Goal
Customize your organization's logo
Goal
Deploy the on-prem agent
The on-prem agent runs Great Expectations against a database the cloud
Deploy PLACEHOLDER Cloud to production
Goal
Deploy with Docker
PLACEHOLDER Cloud ships three runtime images:
Explain an anomaly with AI
Goal
Export validation results
Goal
Get help in-app (Help drawer & contextual links)
Status: the Help drawer ships today as a browse + deep-link panel — open it from the nav, read a curated set of plain-English guides, and click through to the full docs. Full in-app search of the docs (a searchable help panel), a first-time onboarding wizard, and an in-app glossary surface are deferred — tracked under #413. Until then, use Cmd+K / Ctrl+K for global search across your objects.
Ingest dbt artifacts
Goal
Integrate with Alation
Status: shipped (outbound-only) — issue #404. DQ Cloud pushes
Integrate with Atlan
Status: shipped (outbound) — issue #415. DQ Cloud pushes
Integrate with Data.world
Status: shipped (outbound-only) — issue #403. DQ Cloud pushes
Integrate with DataHub
Status: shipped — DataHub outbound + inbound (issue #89). Atlan,
Integrate PLACEHOLDER Cloud with your data catalog
Have a DataHub, Atlan, Data.world, or Alation catalog? Use the
Manage incidents
Status: new. The triage/assign/resolve lifecycle and timeline ship now. Notifications (assignee alert on open, resolution notice, daily digest of open incidents), resolution auto-link to the first passing run, and external-ticket (Jira/ServiceNow) bidirectional sync are planned under #411.
Publish a static data-docs site
Goal
Rotate a secret key
Goal
Run a checkpoint on a schedule
Goal
Provision users from Microsoft Entra ID via SCIM
Microsoft Entra ID (formerly Azure Active Directory) provisions DQ Cloud users via the same SCIM 2.0 surface as Okta and Google Workspace. The configuration is slightly different — Entra uses aadOptscim062020 mode and emits patches with the path=name.givenName form, not the bare-value form Okta prefers — but DQ Cloud's SCIM handler supports both.
Provision users from Okta via SCIM
DQ Cloud exposes a SCIM 2.0 endpoint at https:///scim/v2 so Okta can push user and group lifecycle events directly. With this in place, joining or leaving a team in Okta provisions or deprovisions the user in DQ Cloud without an admin touching the settings page.
Search across objects (global search)
Goal
Self-host with Docker Compose
Goal
Set the display theme and density
Goal
Set up Slack or email alerts
Goal
Use the Python SDK
Goal
Use Simple mode (business-friendly view)
Status a working, persisted,
Use the TypeScript SDK
Goal
Use PLACEHOLDER Cloud with Apache Airflow
Goal
Use PLACEHOLDER Cloud with Dagster
Goal
Write a rule suite without code
Status: rolling out (#640). Rule authoring is moving onto the data asset detail page — open an asset and add rules right there via a Rules card (the same form-builder this guide describes, lifted into the asset page). That card is rolling out across #640 and lands for everyone at the PR-7 cutover; until then the standalone Rule suites editor below remains the primary surface. Both mount the identical editor, so the steps here apply to either.