Generate sales reports from Google Sheets with Azure OpenAI and Telegram
This intelligent automation transforms raw spreadsheet data into actionable sales reports by leveraging Azure OpenAI for deep analysis and trend identification. It seamlessly processes lead information from Google Sheets and delivers prioritized insights directly to your team via Telegram, ensuring everyone stays aligned without manual effort.
Run this with your team's AIWhat This Recipe Does
This automation bridges the gap between raw data storage and real-time decision making by transforming static Google Sheets data into actionable Telegram updates. Instead of manually opening spreadsheets and digging through rows to find key performance indicators or daily totals, this tool automatically extracts, summarizes, and broadcasts essential metrics directly to your team's communication channel. By centralizing reporting within Telegram, business leaders can maintain a pulse on operations without shifting focus from their primary communication tools. This workflow eliminates the delay between data entry and data awareness, ensuring that stakeholders are always informed of the latest figures. It is an essential solution for teams that require high-velocity reporting and want to reduce the administrative overhead associated with manual status updates. Whether you are tracking sales targets, inventory levels, or project milestones, this automation ensures your most critical data is always front and center, allowing for faster response times and better-informed strategic decisions.
What your team gets
Forms and dashboards, so it is not a script only one person understands
Runs on your schedule in the cloud, so it does not stop when a laptop closes
Endpoints, so the rest of your stack can trigger the same work
Google Sheets, Telegram connected for the team, not per person
How It Works
- 1
Open the recipe and connect your accounts
Connect Google Sheets and Telegram once, in your team cloud, and nobody has to do it again on their own machine
- 2
Tell your own agent what is different about your process
Claude, ChatGPT, Cursor, whichever your team already uses. It adapts the recipe to how you actually work
- 3
Run it, then leave it running
It lives in your team cloud, so it keeps going after you close the laptop and every teammate's AI can use it
Who Uses This
- Sales managers who need to push daily revenue totals and lead conversion rates from a master spreadsheet to a private Telegram group for the executive team.
- Operations leads who want to monitor inventory thresholds or logistics updates and notify field staff immediately when certain criteria are met.
- Marketing teams tracking campaign performance metrics in Google Sheets who require instant notifications when specific milestones or budget caps are reached.
Frequently Asked Questions
Do I need to keep the Google Sheet open for this to work?
No, the automation accesses your data directly through the Google Sheets API, meaning updates can be sent even when the file is closed.
Can I choose which specific cells or ranges are summarized?
Yes, you can configure the workflow to pull data from specific columns, rows, or named ranges to ensure only relevant information is sent to Telegram.
Is it possible to send the summary to multiple Telegram channels?
The workflow can be easily adjusted to broadcast the summary to a single user, a group chat, or multiple channels simultaneously.
What kind of data format will I receive in Telegram?
The automation converts your spreadsheet data into a clean, readable text message that highlights your key metrics in an easy-to-digest format.
Coming from n8n?
This recipe uses nodes like GoogleSheets, Telegram, ManualTrigger, Langchain.chainLlm and 2 more. On Runwork, you don't need to learn n8n's workflow syntax. Describe what you want to your own AI agent in plain English.
Based on n8n community workflow. View original
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Run this with the AI your team already uses
Your agent adapts it, your team cloud keeps it running, and everyone's AI can find it.
Open this recipe in Runwork