Automation library · AI assistants

Detect financial anomalies and reconcile revenue with OpenAI

Started by a clock, and works across Email. It hands the judgement calls to OpenAI. 16 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

16 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 8Logic 3Service 4

The steps in the order they run, from what starts it.

  1. 1Monthly Financial Data CollectionSchedule triggerStarts it
  2. 2OpenAI Model - Anomaly DetectorLm Chat Open AiModel
  3. 3OpenAI Model - Verification AgentLm Chat Open AiModel
  4. 4Anomaly Detection Output ParserOutput Parser StructuredModel
  5. 5Verification Output ParserOutput Parser StructuredModel
  6. 6Calculator ToolTool CalculatorModel
  7. 7Historical Pattern Analysis ToolTool CodeModel
  8. 8Workflow ConfigurationSetLogic
  9. 9Anomaly Detection AgentAgentModel
  10. 10Verification Agent ToolAgent ToolModel
  11. 11Fetch Financial TransactionsHttp RequestService
  12. 12Check for AnomaliesIfLogic
  13. 13Prepare Revenue AdjustmentsSetLogic
  14. 14Send Anomaly AlertEmail SendService
  15. 15Update Revenue EntriesHttp RequestService
  16. 16Notify Tax AgentHttp RequestService

How it's built

Starts on
A clock
Steps
16, with 1 branch
Size
Medium: a working afternoon
Connects to
Email
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Email account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 16 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 16 steps before you point it at anything that matters.