Send AI-formatted US earnings calendar updates to Telegram

Automatically pulls upcoming US stock earnings and sends a clean, formatted update to Telegram.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(["set schedule for earnings check"]):::trigtime s0["pull company and estimate data"]:::svc s1["format summary with ai"]:::task s2["send to telegram"]:::svc trig --> s0 s0 --> s1 s1 --> s2 out[/"formatted earnings calendar delivered"/]:::out pay{{"saves time tracking earnings dates"}}:::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 serviceResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsResearch & Market IntelligenceScheduling & CalendarFinance & Accounting
Connects
FinnhubGoogle GeminiTelegram
Featured in

The problem it solves

Tracking which companies report earnings each week means juggling multiple calendars and financial sites. You end up missing key dates or scrambling to piece together estimates before the market reacts. Formatting the same update by hand every few days wastes time you could spend on decisions.

Who it fits

Investors, traders, or financial community managers who track US stock earnings dates.

How it works

  1. On a set schedule, the system checks for upcoming US stock earnings dates
  2. It pulls company names, tickers, quarters, and estimated EPS and revenue
  3. AI organizes the data into a clean, easy-to-read summary
  4. The finished earnings update is sent straight to your Telegram chat or channel
What you get

Earnings dates you never miss

You get a clean rundown of upcoming earnings dates delivered right to your chat.

What you get

A ready-to-read earnings calendar message delivered to Telegram.

What you need

A Finnhub account, a Google Gemini API key, and a Telegram bot.

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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