Get AI buy, sell, or hold signals for stocks via Telegram

Combines live price patterns and news sentiment to send AI-generated buy, sell, or hold calls to Telegram.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues; runs once per each tracked stock.

Pattern: Parallel Split (2) · Synchronisation (3) · Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["scheduled market scan"]):::trigtime s0[["AI weighs combined data"]]:::mi s1["generate recommendation"]:::task s2["send signal to telegram"]:::svc trig --> s0 s1 --> s2 gx{"+ what data to combine"}:::gate s0 --> gx p00["pull live price data"]:::task gx -->|"price data"| p00 p01["analyze candlestick patterns"]:::task p00 --> p01 p10["gather headlines"]:::task gx -->|"news data"| p10 p11["score sentiment"]:::task p10 --> p11 jn{"+ combine analysis"}:::gate p01 --> jn p11 --> jn jn --> s1 out[/"buy sell or hold call sent"/]:::out pay{{"faster trading decisions without chart watching"}}:::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 stepAn outside serviceRuns once per itemEvery pathWaits for allResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsReporting & AnalyticsResearch & Market Intelligence
Connects
TelegramGoogle Gemini

The problem it solves

Watching charts and news all day to decide when to buy or sell a stock isn't realistic if you have a job or a business to run. It's easy to miss a pattern forming or a piece of news that shifts sentiment, and by the time you notice, the moment has passed.

Who it fits

Active traders or investors who want a second opinion on intraday stock moves without staring at charts all day.

How it works

  1. The system pulls live price and candlestick data for the stocks you track
  2. It gathers recent news headlines and scores their sentiment
  3. AI weighs the price patterns and the news together
  4. It generates a buy, sell, or hold recommendation with the reasoning behind it
  5. You receive the call in Telegram, ready to act on
What you get

Buy, sell, or hold calls you can act on immediately

You get a buy, sell, or hold signal sent straight to Telegram, backed by live price patterns and the latest news sentiment.

What you get

A buy, sell, or hold recommendation for each tracked stock, sent to Telegram with supporting reasoning.

What you need

A Telegram account, a market data API subscription, a news API subscription, and an AI model API key.

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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