Generate AI stock analysis reports and approve them for publishing

Twice a day, the system analyzes stock data with AI and sends you a draft market update to approve before it publishes.

How the work actually flows

It repeats. Repeats you ask for a new draft; a person has to approve before it continues.

Pattern: Structured Loop (21)

flowchart TD trig(["twice daily schedule for tickers"]):::trigtime s0["pull data and calculate indicators"]:::task s1["ai drafts market update"]:::svc s2[("store draft and send for review")]:::store s3(("you approve or request redraft")):::human trig --> s0 s0 --> s1 s1 --> s2 hg(("you approve before publish")):::human s2 --> hg hg -->|"approved"| s3 hg -. "sent back" .-> s2 lp{"you approve the draft"}:::gate s3 --> lp lp -. "you ask for a new draft" .-> s1 lp -->|"finished"| out out[/"approved market update published"/]:::out pay{{"saves hours of manual market analysis"}}:::pay 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 serviceA personA record or sheetRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsSpreadsheet & Database OpsReporting & AnalyticsResearch & Market Intelligence
Connects
TelegramOpenRouterPostgreSQL

The problem it solves

You want to publish timely stock market takes but manually pulling data, calculating indicators, and writing readable summaries eats up your day. By the time you finish the analysis, the market has often moved on. You also don't want to publish something with an obvious error, so you need a chance to review it first.

Who it fits

A fintech content team, investment blogger, or trading analyst who publishes regular market commentary.

How it works

  1. Runs on a schedule twice a day for a set list of stock tickers
  2. Pulls historical price data and calculates indicators like RSI, MACD, and moving averages
  3. An AI model writes a short market update based on the numbers
  4. The draft update is stored and sent to you on Telegram for a quick review
  5. You approve it with one tap and it publishes automatically, or ask for a new draft
What you get

Market commentary ready for your one-tap approval

You get a twice-daily market update drafted from live stock data, ready for you to approve or send back for another pass.

What you get

A ready-to-publish market analysis post, reviewed and approved by you before it goes live.

What you need

A market data API, an OpenRouter account, a PostgreSQL database, and a Telegram account.

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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