Dependency Update Risk Analysis with GPT-4o, Slack, Jira & Google Sheets β€” n8n Workflow

Medium complexity⚑ Trigger12 nodes🏷️ Personal Productivityby Rahul Joshi

Overview

πŸ“˜ Description This workflow automates dependency update risk analysis and reporting using Jira, GPT-4o, Slack, and Google Sheets. It continuously monitors Jira for new package or dependency update tickets, uses AI to assess their risk levels (Low, Medium, High), posts structured comments back into Jira, and alerts the DevOps team in Slack β€” all while logging historical data into Google Sheets for visibility and trend analysis. This ensures fast, data-driven decisions for dependency upgrades, imp

Nodes used

Google SheetsSlackJira SoftwareCodeAI AgentAzure OpenAI Chat Model

Workflow Preview

🧩 Parse AI Response to Structured Data
Action:
- Converts AI-generated output into structured JSON fie
Description:
- Extracts risk_level and impact_summary.
- Removes markdown
βš™οΈ GPT-4o Model Configuration
Action:
- Configures AI model for accurate risk analysis.
Description:
- Defines model parameters like temperature, max tokens
- En
🧠 AI-Powered Risk Assessment Analyzer
Action:
- Uses GPT-4o to assess risk of dependency updates.
Description:
- Evaluates risk level (Low/Medium/High) and impact sum
- Conside
πŸ”΅ Alert DevOps Team in Slack
Action:
- Sends a Slack notification about new dependency updat
Description:
- Message includes issue key, summary, status, priority
πŸ’¬ Post AI Risk Assessment to Jira Ticket
Action:
- Adds AI-generated risk assessment as a Jira comment.
Description:
- Includes risk level, impact summary, and next steps c
🟠 Extract Relevant Issue Metadata
Action:
- Extracts key fields from Jira issues for downstream p
Description:
- Keeps only essential fields: key, summary, assignee,
πŸ”΄ Identify Dependency Update Issues
Action:
- Filters Jira issues to isolate dependency/package upd
Description:
- Searches summaries and descriptions for keywords like
βœ… Validate Jira Query Response
Action:
- Verifies that Jira successfully returned issue data.
Description:
- Checks if response length > 0 before continuing.
- True Path (Data Exi
🟑 Log Jira Query Failures to Error Sheet
Action:
- Records Jira API failures or empty responses into a G
Description:
- Captures error type, message, and timestamp for deb
🟣 Fetch All Active Jira Issues
Action:
- Retrieves all project issues from Jira for processing
Description:
- Connects via Jira API using OAuth or credentials.
- Pulls keys, summar
πŸ“ˆ Log Dependency Updates to Tracking Dashboa
Action:
- Saves all processed dependency updates into a Google
Description:
- Logs key, summary, assignee, status, r
model
⚑
W
When clicking β€˜Execute w…
Fetch All Active Jira Is…
V
Validate Jira Query Resp…
Log Jira Query Failures …
I
Identify Dependency Upda…
E
Extract Relevant Issue M…
Alert DevOps Team in Slack
AI-Powered Risk Assessme…
GPT-4o Language Model Co…
Parse AI Response to St…
Post AI Risk Assessment …
Log Dependency Updates t…
12 nodes11 edges

How it Works

  1. 1

    Trigger

    The workflow starts with a trigger trigger.

  2. 2

    Process

    Data flows through 12 nodes, connecting agent, code, filter.

  3. 3

    Output

    The workflow completes its automation and delivers the result to the configured destination.

Node Details (12)

GO

Google Sheets

googleSheets

#1
SL

Slack

slack

#2
JI

Jira Software

jira

#3
CO

Code

code

#4
AI

AI Agent

n8n-nodes-langchain.agent

#5
AZ

Azure OpenAI Chat Model

n8n-nodes-langchain.lmChatAzureOpenAi

#6

How to Import This Workflow

  1. 1Click Download JSON button on the right to save the workflow file.
  2. 2Open your n8n instance. Go to Workflows β†’ New β†’ Import from file.
  3. 3Select the downloaded dependency-update-risk-analysis-with-gpt-4o-slack-jira-google-sheets file and click Import.
  4. 4Set up credentials for each service node (API keys, OAuth, etc.).
  5. 5Click Test Workflow to verify everything works, then activate it.

Or paste directly in n8n β†’ Import from JSON:

{ "name": "Dependency Update Risk Analysis with GPT-4o, Slack, Jira & Google Sheets", "nodes": [...], ...}

Integrations

agentcodefiltergooglesheetsifjiralmchatazureopenaimanualtriggersetslack

Get This Workflow

Download and import in one click

Download JSONView on n8n.io
Nodes12
Complexitymedium
Triggertrigger
CategoryPersonal Productivity

Created by

Rahul Joshi

Rahul Joshi

@rahul08

Tags

agentcodefiltergooglesheetsifjiralmchatazureopenaimanualtriggersetslack
⚑

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