The flow
Starts it 3Model 2Logic 10Service 9
The steps in the order they run, from what starts it.
- 1On Workflow ErrorError triggerStarts it
- 2Gmail Trigger Receipts1Gmail triggerStarts it
- 3Telegram Trigger1Telegram triggerStarts it
- 4Slack, Send Workflow Error AlertSlackService
- 5Telegram, Send Workflow Error AlertTelegramService
- 6Prepare Email Attachment1CodeLogic
- 7Has Photo1IfLogic
- 8Is PDF1IfLogic
- 9Telegram Get Photo File1TelegramService
- 10Skip - No Photo1No OpLogic
- 11Extract PDF Text1Extract From FileService
- 12AI Extract Receipt Data (Image)1Open AiModel
- 13Convert Image to Base64 String1CodeLogic
- 14AI Extract Receipt Data Text1Open AiModel
- 15Parse Receipt JSON1CodeLogic
- 16Validate & Normalise FieldsSetLogic
- 17Is High-Value Expense? (>100)IfLogic
- 18Slack – Flag High-Value for ReviewSlackService
- 19Sheets – Append to Monthly Expense LogGoogle SheetsService
- 20Airtable – Log to Finance TrackerAirtableService
- 21Wait 1s – Before Notion CreateWaitLogic
- 22Create Expense Page1NotionService
- 23Build Confirmation SummaryCodeLogic
- 24Send Telegram Confirmation1TelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 24, with 3 branches, 1 loop or waits
- Size
- Large: read it before trusting it with anything live
- Connects to
- Airtable, Gmail, Google Sheets, Notion, Slack, Telegram
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own Airtable, Gmail, Google Sheets, Notion, Slack and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an incoming Telegram message.
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 24 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 itNothing 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 24 steps before you point it at anything that matters.