Get institutional-grade stock analysis through Telegram chat

Ask about any stock in Telegram and get a full AI analysis with a buy, hold, or sell verdict.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues.

Pattern: Parallel Split (2) ยท Synchronisation (3)

flowchart TD trig>"stock question sent in chat"]:::trig s0["parse stock request"]:::task s1["ai analyzes combined data"]:::svc s2["calculate targets and verdict"]:::svc s3["send report to chat"]:::svc trig --> s0 s1 --> s2 s2 --> s3 gx{"+ which data to gather"}:::gate s0 --> gx p00["pull live price"]:::task gx -->|"price data"| p00 p10["pull technical indicators"]:::task gx -->|"technical indicators"| p10 p20["pull company fundamentals"]:::task gx -->|"fundamentals"| p20 jn{"+ combine all data"}:::gate p00 --> jn p10 --> jn p20 --> jn jn --> s1 out[/"buy hold or sell verdict"/]:::out pay{{"fast research backed stock read"}}:::pay s3 --> 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 serviceEvery pathWaits for allResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsResearch & Market IntelligenceFinance & Accounting
Connects
TelegramTwelve DataOpenAI

The problem it solves

You want a quick, solid read on a stock before you make a move, but pulling together the price data, technicals, and fundamentals yourself takes real research time. Doing that for every stock you're considering just isn't realistic on a busy day.

Who it fits

Investors and traders who want fast, data-backed stock analysis without doing the research themselves.

How it works

  1. You send a question about a stock to the Telegram bot
  2. The system pulls live price, technical indicators, and company fundamentals for it
  3. An AI reviews the data and calculates momentum, support, and resistance levels
  4. It writes a structured report with a price target and a buy, hold, or sell verdict
  5. You get the full analysis back as a Telegram message
What you get

Buy, hold, or sell verdicts for any stock

You can ask about any stock in chat and get a full technical and fundamental breakdown with a clear verdict.

What you get

A detailed stock analysis report with a clear buy, hold, or sell recommendation, sent to you in chat.

What you need

A Telegram bot, a market data 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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