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Choose the right automation type for your task

Dataset Refresh, File Collection, Data Consolidation and Messaging are plan features · A project role with the Create/manage orchestration flows permission · Updated 8 Nov 2026

Mammoth has five automation types, grouped in the New automation window under Bring data in and Send data out. Open it from Automations > New automation in the Data Library. To create and manage automations, your project role needs the Create/manage orchestration flows permission; without Monitor orchestration status, the Automations list is not shown to you. Four of the five types are plan features.

Compare the five automation types

The window also notes: Reading a spreadsheet or PDF? Start from Add data, and the automation comes with it.

Dataset RefreshFile CollectionData ConsolidationScheduled ExportMessaging
GroupBring data inBring data inBring data inSend data outSend data out
What the window says"Fetch the latest data for connected and linked datasets""Collect files from cloud folders into Mammoth""Combine or replace a dataset's data when new files arrive""Send exports on a clock, whether or not the data changed""Email people a view on a schedule"
SourceDatasets from an API or database connector, or From URL datasets that follow their linkFolders in a cloud platformFolder in your Data LibraryExport steps on Views in the projectDataset Views
DestinationUpdates the same datasetFolder in MammothAppends to or replaces a target datasetEach export's own destinationEmail recipients, as a CSV attachment
TriggerSchedule (Day, Week, Month, Year) or Manual onlySchedule or Manual onlyNew file in the folder, no scheduleSchedule (Day, Week, Month, Year)Schedule (Day, Week, Month, Year)
PlanPlan featurePlan featurePlan featureNo plan feature of its ownPlan sets how many you can have

Datasets saved from a file connector (Dropbox, Google Drive, Google Cloud Storage, SFTP, SharePoint, OneDrive, Email (IMAP)) can't be refreshed by Dataset Refresh. Use File Collection to bring in new files from those sources, then Data Consolidation to add them to a dataset.

Pick the right automation for your task

ScenarioUse
My dataset connects to Salesforce, a database or Google Sheets and needs daily updatesDataset Refresh
My team uploads CSV exports to a folder each morning and I want one master datasetData Consolidation
Partners drop files into cloud storage and I want them in a Mammoth folderFile Collection
A database, SFTP or Google Sheets export must run at 6:00 every day, even if the data didn't changeScheduled Export
Finance needs a Monday morning report emailed to themMessaging
I want to pull data and also email a reportCreate one of each. They're independent

What each plan decides

TypeWhat your plan decides
Dataset RefreshWhether you can create one (it needs the File Collection plan feature), and how often it runs
File CollectionWhether you can create one, and how often it runs
Data ConsolidationWhether you can create one
MessagingHow many Messaging automations the workspace can have
Scheduled ExportNothing: it has no plan feature. Each export it runs needs its destination to be on your plan

Your plan can also limit which schedule units the scheduler offers. See Plan limits on how often an automation runs. If saving a Dataset Refresh fails with "This feature is not included in your current plan." even though the card shows no plan pill, contact Mammoth support.

What you see when your plan doesn't include a type

A type your plan doesn't include shows a pill with the name of a plan that includes it. Hover over it to see "Included in" and the plans that have it. During a trial, a type the trial includes but the cheapest plan doesn't shows a Trial pill instead.

When you click such a type:

  • If you can change the workspace's plan, Mammoth opens the window to upgrade the plan (or to contact sales, if your plan is not a self-serve plan).
  • If you can't, you see "Contact Owner to Upgrade" with "Contact the Workspace owner to explore plan upgrade options, granting you access to File Collection." (with the type's name). On a plan that isn't self-serve, it reads "File Collection isn't part of your current plan. Please request a workspace owner to enable it."

Automations of a type your plan no longer includes show the same pill in the Automations list. A plan change can suspend them, and a suspended automation doesn't run until you resume it.

For Messaging, the card shows how many you have against the cap, for example 3/3 used. Once the cap is reached, clicking the card opens the upgrade path instead of the wizard.

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