Automation library · AI assistants

Validate clinical trial and lab signals with OpenAI

Started by a clock, and works across Email and n8n data table. It hands the judgement calls to OpenAI. 18 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: OpenAI

18 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 6Logic 4Service 7

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2OpenAI Model - Clinical Signal AgentLm Chat Open AiModel
  3. 3Clinical Signal Output ParserOutput Parser StructuredModel
  4. 4OpenAI Model - Governance AgentLm Chat Open AiModel
  5. 5Governance Output ParserOutput Parser StructuredModel
  6. 6Workflow ConfigurationSetLogic
  7. 7Clinical Signal Validation AgentAgentModel
  8. 8Regulatory Governance AgentAgentModel
  9. 9Fetch Clinical Trial SignalsHttp RequestService
  10. 10Fetch Lab & Production SignalsHttp RequestService
  11. 11Route by Governance ActionSwitchLogic
  12. 12Merge Signal SourcesMergeLogic
  13. 13Log Regulatory ReportData TableService
  14. 14Log Batch ReleaseData TableService
  15. 15Log Post-Market SurveillanceData TableService
  16. 16Check Quality Escalation RequiredIfLogic
  17. 17Escalate to Quality TeamEmail SendService
  18. 18Audit Trail - All ActionsData TableService

How it's built

Starts on
A clock
Steps
18, with 2 branches
Size
Medium: a working afternoon
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?

Plan an afternoon. 18 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 18 steps before you point it at anything that matters.