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Databricks, worked by an AI employee

Not another app for your team to learn, and not a set of rules for you to build. You hire an AI employee, you give it access to your Databricks account, and you ask it for things in Slack or Teams the way you would ask anyone else on the team. There is nothing to map and nothing to maintain.

  • Developer Tools
  • Signs in to your account
  • 100 ready-made tools
  • Asked in Slack or Teams
At work

An illustration of how the conversation reads, not a transcript from a client account.

What Databricks is

Databricks is the lakehouse company, helping data teams solve the world's toughest problems with unified analytics platform for big data and AI.

You sign in with your own Databricks account, the same way you already do. We never see or hold your password.

How a run works

One message in, the work done in Databricks.

  1. 01

    You ask

    You message your AI employee in the chat your team already has open, in one sentence, in your own words.

  2. 02

    It works out the step

    It decides what the job needs in Databricks. You do not pick anything from a menu or wire anything together.

  3. 03

    It does the work

    Signed in to your own Databricks account, inside the access you granted it, doing the thing you asked for.

  4. 04

    It reports back

    It tells you what it did, in the same thread. If it could not do something, it says so rather than guessing.

100 tools it already has

What it can do in Databricks

These are the ready-made tools your AI employee already has in Databricks. It is not limited to them, but it never has to be taught these.

  • Add Member to Security GroupTool to add a user or group as a member to a Databricks security group. Use when you need to grant group membership for access control.
  • Assign Metastore to WorkspaceTool to assign a Unity Catalog metastore to a workspace. Use when you need to link a workspace to a Unity Catalog metastore, enabling shared data access with consistent governance
  • Batch Create Access RequestsTool to batch create access requests for Unity Catalog permissions. Use when you need to request access to catalogs, schemas, tables, or other Unity Catalog securables. Maximum 30
  • Cancel Databricks Job RunTool to cancel a Databricks job run asynchronously. Use when you need to terminate a running job. The run will be terminated shortly after the request completes. If the run is alre
  • Check Table ExistsTool to check if a table exists in Unity Catalog metastore. Use when you need to verify table existence before performing operations. Requires metastore admin privileges, table own
  • Create Catalog ConnectionTool to create a new Unity Catalog connection to external data sources. Use when you need to establish connections to databases and services such as MySQL, PostgreSQL, Snowflake, e
  • Create Catalog CredentialTool to create a new credential for Unity Catalog access to cloud services. Use when you need to establish authentication for STORAGE (cloud storage) or SERVICE (external services
  • Create Clean RoomTool to create a new Databricks Clean Room for secure data collaboration with specified collaborators. Use when you need to establish a collaborative environment for multi-party da
  • Create Clean Room Auto-Approval RuleTool to create a new auto-approval rule for a Databricks Clean Room. Use when you need to automatically approve notebooks shared by other collaborators that meet specific criteria.
  • Create Compute Cluster PolicyTool to create a new cluster policy with prescribed settings for controlling cluster creation. Use when you need to establish policies that govern cluster configurations. Only admi
  • Create Compute Instance PoolTool to create a new Databricks instance pool with specified configuration. Use when you need to set up a pool that reduces cluster start and auto-scaling times by maintaining idle
  • Create Databricks AppTool to create a new Databricks app with specified configuration. Use when you need to create apps hosted on Databricks serverless platform to deploy secure data and AI application
  • Create External LocationTool to create a new Unity Catalog external location combining a cloud storage path with a storage credential. Use when you need to establish access to cloud storage in Azure Data
  • Create Global Init ScriptTool to create a new global initialization script in Databricks workspace. Use when you need to run scripts on every node in every cluster. Global init scripts run on all cluster n
  • Create MetastoreTool to create a new Unity Catalog metastore. Use when you need to establish a top-level container for data in Unity Catalog, registering metadata about securable objects (tables,
  • Create Storage CredentialTool to create a new storage credential in Unity Catalog for cloud data access. Use when you need to establish authentication for accessing cloud storage paths. Requires metastore
  • Delete CatalogTool to delete a catalog from Unity Catalog metastore. Use when you need to permanently remove a catalog and optionally its contents. By default, the catalog must be empty (except
  • Delete Catalog ConnectionTool to delete a Unity Catalog connection to external data sources. Use when you need to remove connections to databases and services. Deleting a connection removes the abstraction
  • Delete Catalog CredentialTool to delete a Unity Catalog credential for cloud storage or service access. Use when you need to remove credentials that authenticate access to cloud resources. By default, dele
  • Delete Catalog TableTool to delete a table from Unity Catalog. Use when you need to permanently remove a table from its parent catalog and schema. The operation requires appropriate permissions on the
  • Delete Compute ClusterTool to terminate a Databricks compute cluster. Use when you need to stop and delete a cluster. The cluster configuration is retained for 30 days after termination, after which it
  • Delete Compute Cluster PolicyTool to delete a cluster policy. Use when you need to remove a cluster policy from the workspace. Clusters governed by this policy can still run, but cannot be edited. Only workspa
  • Delete Compute Instance PoolTool to delete a Databricks compute instance pool. Use when you need to permanently remove an instance pool. The idle instances in the pool are terminated asynchronously after dele
  • Delete Custom LLM AgentTool to delete a Custom LLM agent created through Agent Bricks. Use when you need to remove a custom LLM and all associated data. This operation is irreversible and deletes all dat
  • Delete Databricks AppTool to delete a Databricks app from the workspace. Use when you need to remove an app and its associated service principal. When an app is deleted, Databricks automatically delete
  • Delete External LocationTool to delete an external location from Unity Catalog metastore. Use when you need to remove an external location that combines a cloud storage path with a storage credential. The
  • Delete Global Init ScriptTool to delete a global initialization script from Databricks workspace. Use when you need to remove a script that runs on every cluster node. Requires workspace administrator priv
  • Delete MetastoreTool to delete a Unity Catalog metastore. Use when you need to permanently remove a metastore and its managed data. Before deletion, you must delete or unlink any workspaces using
  • Delete Online TableTool to delete an online table by name. Use when you need to permanently remove an online table and stop data synchronization. This operation deletes all data in the online table p
  • Delete Storage CredentialTool to delete a storage credential from the Unity Catalog metastore. Use when you need to remove storage credentials that provide authentication to cloud storage. The caller must
  • Deploy Databricks AppTool to create a deployment for a Databricks app. Use when you need to deploy an app with source code from a workspace path. The deployment process provisions compute resources and
  • Disable System SchemaTool to disable a system schema in Unity Catalog metastore. Use when you need to remove a system schema from the system catalog. System schemas store information about customer usa
  • Edit Compute ClusterTool to update the configuration of a Databricks cluster. Use when you need to modify cluster settings like size, Spark version, or cloud-specific attributes. The cluster must be i
  • Edit Compute Cluster PolicyTool to update an existing Databricks cluster policy. Use when you need to modify policy settings like name, definition, or restrictions. Note that this operation may make some clu
  • Enable System SchemaTool to enable a system schema in Unity Catalog metastore. Use when you need to activate a system schema to track customer usage patterns. System schemas store information about au
  • Generate Temporary Path CredentialsTool to generate short-lived, scoped temporary credentials for accessing external storage locations registered in Unity Catalog. Use when you need temporary access to cloud storage
  • Generate Temporary Service CredentialTool to generate temporary credentials from a service credential with admin access. Use when you need short-lived, scoped credentials for accessing cloud resources. The caller must
  • Get Access Request DestinationsTool to retrieve access request destinations for a Unity Catalog securable. Use when you need to find where notifications are sent when users request access to catalogs, schemas, t
  • Get App Deployment UpdateTool to retrieve information about a specific app deployment update. Use when you need to track the status and details of app deployment updates, including whether the update succe
  • Get Catalog Artifact AllowlistTool to retrieve artifact allowlist configuration for a specified artifact type in Unity Catalog. Use when you need to check which artifacts are permitted for use in your Databrick
  • Get Catalog ConnectionTool to retrieve detailed information about a specific Unity Catalog connection. Use when you need to get connection metadata, configuration, and properties for external data sourc
  • Get Catalog CredentialTool to retrieve detailed information about a specific Unity Catalog credential. Use when you need to get credential metadata, configuration, and cloud provider details for storage
  • Get Catalog DetailsTool to retrieve details of a specific catalog in Unity Catalog. Use when you need to get information about a catalog including its metadata, owner, properties, and configuration.
  • Get Catalog GrantsTool to get permissions (grants) for a securable in Unity Catalog without inherited permissions. Use when you need to see direct privilege assignments on a catalog or other securab
  • Get Catalog SchemaTool to retrieve details of a specific schema from Unity Catalog metastore. Use when you need to get schema metadata, ownership, storage configuration, and properties. Requires met
  • Get Catalog Table DetailsTool to retrieve comprehensive metadata about a table from Unity Catalog metastore. Use when you need detailed table information including columns, type, storage, constraints, and
  • Get Catalog Volume DetailsTool to retrieve detailed information about a specific Unity Catalog volume. Use when you need to get volume metadata including type, storage location, owner, and timestamps. Requi
  • Get Clean Room AssetTool to retrieve detailed information about a specific asset within a Databricks Clean Room. Use when you need to get metadata and configuration for clean room assets such as table
  • Get Compute Cluster Permission LevelsTool to retrieve available permission levels for a Databricks compute cluster. Use when you need to understand what permission levels can be assigned to users, groups, or service p
  • Get Compute Cluster PolicyTool to retrieve detailed information about a specific cluster policy by its ID. Use when you need to view the configuration and settings of an existing cluster policy.
  • Get Compute Cluster Policy Permission LevelsTool to retrieve available permission levels for a Databricks cluster policy. Use when you need to understand what permission levels can be assigned to users, groups, or service pr
  • Get Compute Cluster Policy PermissionsTool to retrieve permissions for a Databricks cluster policy. Use when you need to check who has access to a specific cluster policy and their permission levels. Returns the access
  • Get Current Metastore AssignmentTool to retrieve the current metastore assignment for the workspace being accessed. Use when you need to determine which metastore is assigned to the current workspace context.
  • Get Databricks App DetailsTool to retrieve details about a specific Databricks app by name. Use when you need to get comprehensive information about an app including configuration, deployment status, comput
  • Get Databricks App Permission LevelsTool to retrieve available permission levels for a Databricks app. Use when you need to understand what permission levels can be assigned to users or groups for a specific app. Ret
  • Get Databricks App PermissionsTool to retrieve permissions for a Databricks app. Use when you need to check who has access to an app and their permission levels. Returns the access control list including inheri
  • Get Effective Catalog PermissionsTool to get effective permissions for a securable in Unity Catalog, including inherited permissions from parent securables. Use when you need to understand what privileges are gran
  • Get Entity Tag AssignmentTool to retrieve a specific tag assignment for a Unity Catalog entity by tag key. Use when you need to get details about a tag assigned to catalogs, schemas, tables, columns, or vo
  • Get External Location DetailsTool to retrieve details of a specific Unity Catalog external location. Use when you need to get information about an external location including its URL, storage credential, and c
  • Get Global Init ScriptTool to retrieve complete details of a global initialization script in Databricks workspace. Use when you need to view script configuration, Base64-encoded content, or metadata. Re
  • Get Metastore DetailsTool to retrieve detailed information about a specific Unity Catalog metastore by its ID. Use when you need to get metastore configuration, ownership, storage settings, and Delta S
  • Get Metastore SummaryTool to retrieve summary information about the metastore associated with the current workspace. Use when you need metastore configuration overview including cloud vendor, region, s
  • Get Model VersionTool to retrieve detailed information about a specific version of a registered model in Unity Catalog. Use when you need to get metadata, status, source location, and configuration
  • Get Quality MonitorTool to retrieve quality monitor configuration for a Unity Catalog table. Use when you need to get monitor status, metrics tables, custom metrics, notifications, scheduling, and mo
  • Get Registered ModelTool to retrieve detailed information about a registered model in Unity Catalog. Use when you need to get metadata, owner, storage location, and configuration of a registered model
  • Get Resource Quota InformationTool to retrieve usage information for a Unity Catalog resource quota defined by a child-parent pair. Use when you need to check quota usage for a specific resource type (tables pe
  • Get Storage CredentialTool to retrieve storage credential details from Unity Catalog metastore by name. Use when you need to get information about a storage credential's configuration and properties. Re
  • List Compute Cluster Availability ZonesTool to list availability zones where Databricks clusters can be created. Use when you need to determine available zones for cluster deployment or planning redundancy. Returns the
  • List Compute Cluster Node TypesTool to list all supported Spark node types available for cluster launch in the workspace region. Use when you need to determine which instance types are available for creating or
  • List Compute Cluster Spark VersionsTool to list all available Databricks Runtime Spark versions for cluster creation. Use when you need to determine which Spark versions are available for creating or configuring clu
  • List Quality Monitor RefreshesTool to retrieve the refresh history for a quality monitor on a Unity Catalog table. Use when you need to check the status and history of monitor refresh operations. Returns up to
  • Permanently Delete Compute ClusterTool to permanently delete a Databricks compute cluster. Use when you need to irreversibly remove a cluster and its resources. After permanent deletion, the cluster will no longer
  • Pin Compute ClusterTool to pin a Databricks compute cluster configuration. Use when you need to preserve a cluster's configuration beyond the standard 30-day retention period. This operation is idemp
  • Set Compute Cluster Policy PermissionsTool to set permissions for a Databricks cluster policy, replacing all existing permissions. Use when you need to configure access control for a cluster policy. This operation repl
  • Set Databricks App PermissionsTool to set permissions for a Databricks app, replacing all existing permissions. Use when you need to configure access control for an app. This operation replaces ALL existing per
  • Start Compute ClusterTool to start a terminated Databricks compute cluster asynchronously. Use when you need to restart a stopped cluster. The cluster transitions through PENDING state before reaching
  • Start Databricks AppTool to start the last active deployment of a Databricks app. Use when you need to start a stopped app, which transitions it to the ACTIVE state. The start operation is asynchronou
  • Stop Databricks AppTool to stop the active deployment of a Databricks app. Use when you need to stop a running app, which transitions it to the STOPPED state. The stop operation is asynchronous and t
  • Unassign Metastore from WorkspaceTool to unassign a Unity Catalog metastore from a workspace. Use when you need to remove the association between a workspace and its assigned metastore, leaving the workspace with
  • Unpin Compute ClusterTool to unpin a Databricks compute cluster configuration. Use when you need to allow a cluster's configuration to be removed after termination. This operation is idempotent - unpin
  • Update Access Request DestinationsTool to update access request notification destinations for Unity Catalog securables. Use when you need to configure where access request notifications are sent for catalogs, schem
  • Update Catalog ConnectionTool to update an existing Unity Catalog connection configuration. Use when you need to modify connection properties, credentials, ownership, or metadata for external data sources.
  • Update Catalog CredentialTool to update an existing Unity Catalog credential with new properties. Use when you need to modify credential configuration, ownership, or cloud provider settings. The caller mus
  • Update Catalog FunctionTool to update function owner in Unity Catalog. Use when you need to change the ownership of a catalog function. Only the owner of the function can be updated via this endpoint. Th
  • Update Catalog GrantsTool to update permissions for Unity Catalog securables by adding or removing privileges for principals. Use when you need to grant or revoke permissions on catalogs, schemas, tabl
  • Update Catalog TableTool to update Unity Catalog table properties. Use when you need to change the owner or comment of a table. The caller must be the owner of the parent catalog, have the USECATALOG
  • Update Catalog Workspace BindingsTool to update workspace bindings for a Unity Catalog securable (catalog). Use when you need to control which workspaces can access a catalog. Allows adding or removing workspace b
  • Update Cluster Policy PermissionsTool to incrementally update permissions on a Databricks cluster policy. Use when you need to modify permissions without replacing the entire permission set. This PATCH operation u
  • Update Compute ClusterTool to partially update a Databricks compute cluster configuration using field masks. Use when you need to update specific cluster attributes without providing a full configuratio
  • Update Databricks AppTool to update an existing Databricks app configuration. Use when you need to modify app settings such as description, resources, compute size, budget policy, or API scopes. This i
  • Update Databricks App PermissionsTool to incrementally update permissions for a Databricks app. Use when you need to modify specific permissions without replacing the entire permission set. This PATCH operation up
  • Update External LocationTool to update an existing Unity Catalog external location properties. Use when you need to modify the cloud storage path, credentials, ownership, or configuration of an external l
  • Update External MetadataTool to update an external metadata object in Unity Catalog. Use when you need to modify metadata about external systems registered within Unity Catalog. The user must have metasto
  • Update Global Init ScriptTool to update a global initialization script in Databricks workspace. Use when you need to modify script content, name, enabled status, or execution order. All fields are optional
  • Update MetastoreTool to update configuration settings for an existing Unity Catalog metastore. Use when you need to modify metastore properties like name, owner, Delta Sharing settings, or storage
  • Update Metastore AssignmentTool to update a metastore assignment for a workspace. Use when you need to update the metastoreid or defaultcatalogname for a workspace that already has a metastore assigned. Acco
  • Update Model VersionTool to update a Unity Catalog model version. Use when you need to modify the comment of a specific model version. Currently only the comment field can be updated. The caller must
  • Update Storage CredentialTool to update an existing storage credential in Unity Catalog. Use when you need to modify credential properties, cloud provider configuration, or ownership. The caller must be th
  • Validate Catalog CredentialTool to validate a Unity Catalog credential for external access. Use when you need to verify that a credential can successfully perform its intended operations. For SERVICE credent
  • Validate Storage CredentialTool to validate a storage credential configuration for Unity Catalog. Use when you need to verify that a storage credential can successfully access a cloud storage location. Requi
Access, and who is in charge of it

You stay the boss of your Databricks account.

Nothing connects until you approve it. You grant access one app at a time, you can take it back the same way, and everything your AI employee does in there is written down where you can see it.

How we handle your data
  • It signs in to your own Databricks account. You are not moving anything into ours.
  • You grant access one app at a time, and you can take it back the same way.
  • Everything it does in Databricks is written down, with what it did and when.
  • Anything you tell it to check with you first, it checks with you first.
Other apps in the same corner of the business

It works in Databricks and the rest of your software in the same job

A real job rarely stays in one place. Reading a message in one app, checking a record in another and writing the result in a third is one request to your AI employee, not three.

See every app

Questions people ask about Databricks

Can an AI employee really work inside Databricks?
Yes. It signs in to your own Databricks account and works in it the way a new hire would, from the chat your team already has open. Nobody installs anything, and nobody learns a new screen.
Do I have to move anything out of Databricks?
No. Nothing moves and nothing is replaced. Your records stay in Databricks, your team carries on in the same screens they used yesterday, and your AI employee works alongside them in there.
How does it get into my Databricks account?
You sign in with your own Databricks account, the same way you already do. We never see or hold your password. You approve it before anything connects, and you can take the access back the same way you gave it.
What can it actually do in Databricks?
It has 100 ready-made tools in Databricks today, among them Add Member to Security Group, Assign Metastore to Workspace and Batch Create Access Requests. The full list is on this page. It is not limited to those, but it never has to be taught them.
Can it use Databricks and the rest of my software in the same job?
Yes, and that is usually the point. Reading a message in one app, checking a record in Databricks and writing the result somewhere else is one request to your AI employee, not three separate ones you stitch together.
Who decides what it is allowed to do in Databricks?
You do. You grant access one app at a time and can withdraw it at any time, anything you ask it to check with you first it checks with you first, and everything it does in Databricks is written down with what it did and when.