Automation library · Research and reporting

Generate board-ready workforce analytics and talent reports

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

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 10Logic 4Service 3

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

  1. 1Schedule Workforce AnalysisSchedule triggerStarts it
  2. 2Orchestrator Chat ModelLm Chat Open AiModel
  3. 3Board Report JSON SchemaOutput Parser StructuredModel
  4. 4Analytics Agent Chat ModelLm Chat Open AiModel
  5. 5Strategy Agent Chat ModelLm Chat Open AiModel
  6. 6SHAP Value Calculator ToolTool CodeModel
  7. 7Statistical Calculator ToolTool CalculatorModel
  8. 8Skill Similarity Search Tool1Tool CodeModel
  9. 9Load Employee DatasetData TableService
  10. 10Main Orchestrator AgentAgentModel
  11. 11Workforce Analytics AgentAgent ToolModel
  12. 12Talent Strategy AgentAgent ToolModel
  13. 13Aggregate Employee RecordsAggregateLogic
  14. 14Prepare Report StorageSetLogic
  15. 15Build Skill Similarity IndexCodeLogic
  16. 16Store Workforce ReportData TableService
  17. 17Prepare Analytics DatasetCodeLogic
  18. 18Optional Report DeliveryHttp RequestService

How it's built

Starts on
A clock
Steps
18
Size
Medium: a working afternoon
Connects to
n8n data table
Model
OpenAI

Questions

What does it need to run?

An n8n 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.