Templates / Monitor academic integrity signals with GPT-4o, email alerts and case archiving

Monitor academic integrity signals with GPT-4o, email alerts and case archiving

Ready for 3.0

by Cheng Siong Chin ✓ · 37 views · created 2026-02-16 · Document Extraction, AI Summarization

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 22 nodes and runs on a schedule (every day at 09:00). Along the way it connects OpenAI Chat Model.

How it runs

Trigger: On a schedule (every day at 09:00).

  1. Workflow Configuration (Edit Fields (Set)): sets 4 fields: reviewerEmail, plagiarismThreshold, anomalyThreshold…
  2. Simulate Assessment Data (Edit Fields (Set)): sets 9 fields: studentId, assessmentId, submissionText…
  3. Integrity Signal Agent (AI Agent): runs an AI agent, with model: OpenAI Model - Integrity Agent; output parser: Structured Output - Integrity Signals
  4. Route by Risk Level (Switch): routes items into 3 branches
  5. Prepare Low Risk Response (Edit Fields (Set)): sets 7 fields: caseId, studentId, assessmentId…
  6. Case Orchestration Agent (AI Agent): runs an AI agent, with model: OpenAI Model - Orchestration Agent; 1 tool (Investigation Agent Tool); output parser: Structured Output - Orchestration
  7. Store Low Risk Case (Data table): uses Data table
  8. Check if Human Review Required (If): checks a condition and branches into true / false
  9. Merge: merges the data from its input branches
  10. Store Case for Human Review (Data table): uses Data table

…plus 4 more steps. See the full node list below.

Services it uses

OpenAI Chat Model

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (12)

From the author

How It Works This workflow automates integrity signal detection and investigation orchestration for compliance officers, ethics teams, and risk managers in financial services, healthcare, and regulated industries. It solves the challenge of identifying…

Excerpt from Cheng Siong Chin's description on n8n.io.

View the original on n8n.io → Check your own copy

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