Automation library · Alerts and monitoring

Monitor academic integrity signals with OpenAI

Started by a clock, and works across Email and n8n data table. It hands the judgement calls to OpenAI. 22 steps, 2 branches, 1 loop or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

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22 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
1Loop or waits
2Services it connects to

The flow

Starts it 1Model 9Logic 7Service 5

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2OpenAI Model - Integrity AgentLm Chat Open AiModel
  3. 3Structured Output - Integrity SignalsOutput Parser StructuredModel
  4. 4OpenAI Model - Orchestration AgentLm Chat Open AiModel
  5. 5OpenAI Model - Investigation ToolLm Chat Open AiModel
  6. 6Structured Output - InvestigationOutput Parser StructuredModel
  7. 7Structured Output - OrchestrationOutput Parser StructuredModel
  8. 8Workflow ConfigurationSetLogic
  9. 9Integrity Signal AgentAgentModel
  10. 10Case Orchestration AgentAgentModel
  11. 11Investigation Agent ToolAgent ToolModel
  12. 12Simulate Assessment DataSetLogic
  13. 13Route by Risk LevelSwitchLogic
  14. 14Check if Human Review RequiredIfLogic
  15. 15Prepare Low Risk ResponseSetLogic
  16. 16Store Case for Human ReviewData TableService
  17. 17Store Automated CaseData TableService
  18. 18Store Low Risk CaseData TableService
  19. 19Send Human Review AlertEmail SendService
  20. 20Merge All CasesMergeLogic
  21. 21Wait for Human DecisionWaitLogic
  22. 22Archive All CasesData TableService

How it's built

Starts on
A clock
Steps
22, with 2 branches, 1 loop or waits
Size
Large: read it before trusting it with anything live
Connects to
Email, n8n data table
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?

Take your time. At 22 steps it is large: read it before trusting it with anything live.

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 22 steps before you point it at anything that matters.