# Monitor academic integrity signals with OpenAI: n8n workflow

> Started by a clock, and works across Email and n8n data table. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/monitor-academic-integrity-signals-with-openai (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Alerts and monitoring](https://millionrounds.com/workflows?category=Alerts+and+monitoring#library)

# 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.

Large Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-academic-integrity-signals-with-openai)

**22 steps** Large: read it before trusting it with anything live

**2** Branches: places the flow splits

**1** Loop or waits

**2** Services it connects to

## The flow

Starts it 1 Model 9 Logic 7 Service 5

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

- 1 **Schedule Trigger** Schedule trigger *Starts it*
- 2 **OpenAI Model - Integrity Agent** Lm Chat Open Ai *Model*
- 3 **Structured Output - Integrity Signals** Output Parser Structured *Model*
- 4 **OpenAI Model - Orchestration Agent** Lm Chat Open Ai *Model*
- 5 **OpenAI Model - Investigation Tool** Lm Chat Open Ai *Model*
- 6 **Structured Output - Investigation** Output Parser Structured *Model*
- 7 **Structured Output - Orchestration** Output Parser Structured *Model*
- 8 **Workflow Configuration** Set *Logic*
- 9 **Integrity Signal Agent** Agent *Model*
- 10 **Case Orchestration Agent** Agent *Model*
- 11 **Investigation Agent Tool** Agent Tool *Model*
- 12 **Simulate Assessment Data** Set *Logic*
- 13 **Route by Risk Level** Switch *Logic*
- 14 **Check if Human Review Required** If *Logic*
- 15 **Prepare Low Risk Response** Set *Logic*
- 16 **Store Case for Human Review** Data Table *Service*
- 17 **Store Automated Case** Data Table *Service*
- 18 **Store Low Risk Case** Data Table *Service*
- 19 **Send Human Review Alert** Email Send *Service*
- 20 **Merge All Cases** Merge *Logic*
- 21 **Wait for Human Decision** Wait *Logic*
- 22 **Archive All Cases** Data Table *Service*

## 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fmonitor-academic-integrity-signals-with-openai)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Email](https://millionrounds.com/workflows?service=Email#library)[n8n data table](https://millionrounds.com/workflows?service=n8n+data+table#library)

## Workflows like it

Also alerts and monitoring, with the same services where possible, closest in size first.

- [**Coordinate robot swarms with OpenAI** 22 steps · calls a model · Slack, n8n data table](https://millionrounds.com/workflow/coordinate-robot-swarms-with-openai)
- [**Filter breaking geopolitical news with Telegram** 22 steps · calls a model · RSS, Telegram](https://millionrounds.com/workflow/filter-breaking-geopolitical-news-with-telegram)
- [**Monitor and enforce seller compliance with OpenAI and Slack** 22 steps · calls a model · Email, Slack](https://millionrounds.com/workflow/monitor-and-enforce-seller-compliance-with-openai-and-slack)
- [**Monitor your brand’s Google suggestions with Bright Data** 22 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/monitor-your-brand-s-google-suggestions-with-bright-data)
- [**Track gold price changes and send Slack alerts with Gemini** 22 steps · calls a model · n8n data table](https://millionrounds.com/workflow/track-gold-price-changes-and-send-slack-alerts-with-gemini)
- [**Track investor behavior with NewsAPI and Gemini** 22 steps · calls a model · Gmail, n8n data table](https://millionrounds.com/workflow/track-investor-behavior-with-newsapi-and-gemini)