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Data integration

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Data integration explains how you provision raw data into Actuals — which method to use and how to set up each connector.
Day-to-day work with credentials, sources, and files lives under ImportImport in Using the platform. After data lands, transform and reconcile it there too.

Available methods

  1. User interface — upload files in the app
  1. Actuals SFTP server — push files to Actuals-hosted SFTP
  1. Database connectors — Actuals queries your warehouse (for example Snowflake or BigQuery)
  1. Application connectors — standard connectors for PSPs, ERP, billing, banks, and more (API or SFTP)
  1. External SFTP server — Actuals pulls files from a customer- or vendor-owned SFTP
  1. Actuals API — post raw transactions to an Actuals API endpoint
  1. Email connector — send attachments to an Actuals mailbox for import

Preferred order (typical)

Work with your implementation consultant. In general:
  1. Application connectors — highest automation when a connector exists
  1. Database connectors — strong once external sharing is set up
  1. Actuals SFTP server — reliable when file export/upload can be automated
Use-case specific options:
  • User interface — low frequency / ad-hoc uploads
  • Actuals API — near real-time individual records (validate completeness carefully)
  • External SFTP — when the third party cannot push to Actuals
  • Email connector — last resort when nothing else fits

Synchronization

When your team owns data provisioning, agree a sync strategy per source with Actuals data engineers:
  • Which tables/files are shared?
  • Can rows change after sync? Which fields?
  • How are creates / updates / deletes represented?
Preferred pattern: an event-sourced dataset shared incrementally with Actuals.

In the new app

Step
Where
Store secrets
Import › Setup › Credentials
Define feeds
Import › Setup › Sources
Watch uploads / ingestion
Import › Files
Inspect raw rows
Import › Raw Data Explorer
Map into transactions
Transformation › Setup › Mapping
Vendor-specific connector guides live under Application connectors and its category pages (Payment Service providers, Accounting, Billing & Orders, Bank, Industry specific).

Pages in this section

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Data integration ā”œā”€ā”€ 1. User interface ā”œā”€ā”€ 2. Actuals SFTP server ā”œā”€ā”€ 3. Database connectors ā”œā”€ā”€ 4. Application connectors ā”œā”€ā”€ 5. External SFTP server ā”œā”€ā”€ 6. Actuals API └── 7. Email connector
1. User interface1. User interface2. Actuals SFTP server2. Actuals SFTP server3. Database connectors3. Database connectors4. Application connectors4. Application connectors5. External SFTP server5. External SFTP server6. Actuals API6. Actuals API7. Email connector7. Email connector