Generate daily multi-cloud FinOps cost and carbon reports with OpenAI GPT-4o
Ready for 3.0Ready 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 17 nodes and runs on a schedule (every day at 02:00). Along the way it connects OpenAI Chat Model.
How it runs
Trigger: On a schedule (every day at 02:00).
- Fetch Billing Exports (HTTP Request): calls an HTTP API
- Parse Billing Data (Extract from File): extracts data from a file
- Multi-Cloud Optimization Orchestrator (AI Agent): runs an AI agent, with model: Orchestrator Model; 6 tools (Financial Calculator, Cost Optimization Agent, Advanced Analytics Code Tool, Carbon Footprint Analysis Agent…); output parser: Structured Output Parser
- Format Final Report (Edit Fields (Set)): sets 5 fields: report_generated_at, report_type, analysis_period…
Services it uses
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 (10)
- Schedule Trigger
n8n-nodes-base.scheduleTrigger - HTTP Request
n8n-nodes-base.httpRequest - Extract from File
n8n-nodes-base.extractFromFile - AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - AI Agent Tool
@n8n/n8n-nodes-langchain.agentTool - Calculator
@n8n/n8n-nodes-langchain.toolCalculator - Code Tool
@n8n/n8n-nodes-langchain.toolCode - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Edit Fields (Set)
n8n-nodes-base.set
From the author
How It Works This workflow automates multi-cloud billing analysis and FinOps reporting using a supervised multi-agent AI architecture. It targets cloud finance teams, FinOps practitioners, DevOps leads, and CTOs seeking continuous visibility into cloud spend,…