Get instant Telegram alerts on stock news

The system watches stock news feeds, summarizes new articles with AI, and sends alerts straight to Telegram.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig(["checks news feed every 15 minutes"]):::trigtime s0["pull full article text"]:::task s1["summarize article with ai"]:::task s2["send alert and log entry"]:::task trig --> s0 s1 --> s2 gx{"× is article a duplicate"}:::gate s0 --> gx p00["skip article"]:::task gx -->|"duplicate found"| p00 p10["continue to processing"]:::task gx -->|"new article"| p10 p00 --> s1 p10 --> s1 out[/"telegram alerts with article summaries"/]:::out pay{{"stay on top of stock news instantly"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
TelegramGoogle Sheets

The problem it solves

Keeping up with news on the stocks you follow means checking multiple sites throughout the day, and by the time you read a story it might already be old news. Skimming long articles for the one relevant detail wastes time during the trading day.

Who it fits

Investors or traders who want to stay on top of news for specific stocks without constant manual checking.

How it works

  1. Every 15 minutes, the system checks a news feed for the stocks you follow
  2. New articles are checked against a log to skip duplicates
  3. The full article text is pulled from the page
  4. AI summarizes the article and adds a quick take
  5. The summary is sent to Telegram and logged in a spreadsheet
What you get

Stock news you never have to hunt for

You get a summarized alert in Telegram the moment new news breaks on the stocks you follow, day or night.

What you get

A running Telegram feed of summarized stock news, backed by a spreadsheet log of every alert sent.

What you need

A Telegram bot, a Google Workspace account, and API keys for the AI model and content extraction service.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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