ceven

Databox

Pushes raw data from your SaaS stack into Databox datasets, monitors ingestion status, and manages data sources to keep your executive dashboards current without manual exports.

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Why use Ceven?

  1. AI native Databox integration

    • Describe the outcome and Ceven picks the right Databox calls, fills the parameters, and checks the result.
    • Structured, agent friendly tool schemas so each call runs reliably instead of by guesswork.
    • Rich coverage for reading, writing, and querying your Databox data, across all 7 of its actions.

  2. Managed auth

    • Built in OAuth with automatic token refresh and rotation.
    • One place to manage, scope, and revoke Databox access.
    • Per user and per environment credentials instead of shared keys.

  3. Agent optimized design

    • Actions are tuned from real success and error rates so reliability climbs over time.
    • Full execution logs so you always know what ran in Databox, when, and on whose behalf.
    • The agent pauses and asks when Databox is unclear instead of plowing ahead.

  4. Enterprise grade security

    • Fine grained access so you control which agents and people can reach Databox.
    • Least privilege by default, read scopes first and only the writes a workflow needs.
    • A full audit trail of every Databox action to support review and sign off.

Supported tools

Every action Ceven's agents can run on Databox, and when to use it.

Create Dataset
Use this when you need to initialize a new dataset with a title and primary keys for unique record identification within a source.
Create Data Source
Use this to create a logical container for datasets within a Databox account using a specific account ID and timezone.
Delete Dataset
Permanently remove a specific dataset by ID. Use this for data cleanup or when a tracking period ends.
Delete Data Source
Permanently remove a data source and all associated datasets. Use this when offboarding a client or removing a tool.
Get Ingestion Status
Verify if a data push was successful by providing the dataset ID and the ingestion ID returned from a push call.
List Accounts
Pull all Databox accounts accessible to the user to find the correct account ID for data operations.
Push Data
Ingest records into a specific dataset by providing an array of data points matching the dataset schema.
Get Dataset Ingestion Status
Tool to check the status of a specific data ingestion for a dataset. Use when you need to verify whether a data ingestion was successful by providing the dataset ID and ingestion ID returned from the initial POST request.
Push Data to Dataset (V1)
Tool to push data points to a Databox dataset using the v1 API. Use when you need to ingest data records into a specific dataset by providing the dataset ID and an array of records matching the dataset schema.

9 actions · scroll to see them all

Frequently asked questions

Ceven maps your source data to the specific requirements of the Databox dataset schema before the push occurs. The agent identifies the primary key and the metric values, ensuring that numbers are passed as integers or floats and dates follow the ISO 8601 format required by Databox. If a workflow attempts to push a string into a numeric field, Ceven will attempt to cast the value or flag it as an error in the workflow logs rather than sending a malformed request. This prevents the ingestion from failing silently and ensures your dashboard visualizations remain accurate and consistent across different data sources.
When Ceven pushes data, it receives an ingestion ID from Databox. The agent then uses the Get Dataset Ingestion Status tool to poll for a success confirmation. If the status returns a failure or a partial success, Ceven can be configured to trigger a retry logic or send a notification to the admin. Because Databox processes data asynchronously, this polling step is critical. The agent will wait for the processing window to close before marking the workflow step as complete, ensuring that you are alerted immediately if the data does not actually land in your dashboard.
Yes. Databox imposes specific API rate limits and data volume quotas based on your subscription tier. A significant quirk of the Databox API is that pushing massive batches of data in a single call can sometimes lead to timeout errors or 429 rate limit responses. To mitigate this, Ceven automatically chunks large datasets into smaller, manageable batches. The agent monitors the response headers for rate limit remaining values and will introduce a backoff delay if it detects that the account is approaching its limit, ensuring that your data flow remains steady without getting blocked.
Ceven focuses on the data layer rather than the visual layout layer. While the agent can create data sources and datasets to ensure the data is available, it cannot currently drag and drop widgets onto a dashboard or change the color of a chart. You must first create the visual dashboard and the specific metrics in the Databox UI. Once those metrics are linked to a dataset, Ceven handles the heavy lifting of keeping that dataset populated with fresh data from your other SaaS tools via the API.
The agent first calls the List Accounts endpoint to retrieve all available account IDs associated with your authorization. If your workflow specifies a client name or a specific environment, Ceven matches that name against the account list to find the correct ID. If multiple accounts match or no account is specified, the agent will prompt you to select the target account from a list. This ensures that data is never pushed to the wrong client dashboard, which is especially important for agencies managing dozens of separate Databox accounts.
Ceven can manage your data footprint by using the Delete Dataset and Delete Data Source tools. You can set up a recurring workflow that identifies datasets older than a certain date or those associated with churned clients and removes them permanently. Note that this operation is irreversible in Databox. The agent typically performs a check to confirm the deletion or logs the action in a separate audit trail so you have a record of what was removed and why, preventing accidental loss of historical business intelligence data.
While Ceven can trigger pushes as soon as an event happens in another tool, the real time nature depends on how Databox processes the ingestion. The Push Data tool sends the information immediately, but there is often a slight lag before the data is processed and reflected in the visual widgets. Ceven manages this by using the ingestion status tool to verify when the data is actually live. For most users, this feels like real time, but for mission critical reporting, we recommend scheduling pushes at regular intervals to ensure consistency.

Alternatives to Databox

Other tools that solve a similar problem. Ceven supports these too, so you can switch or run more than one at once.

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