Turn daily AI news into ranked summaries in Sheets and Telegram

Every morning it reads the latest AI news, summarizes and scores each story, then posts the results to your team.

How the work actually flows

It branches. Every path runs; runs once per new articles published yesterday.

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

flowchart TD trig(["every morning"]):::trigtime s0["check for new articles"]:::task s1[["download full article text"]]:::mi s2[["AI summarizes scores categorizes each"]]:::mi trig --> s0 s0 -->|"one per new articles published yesterday"| s1 s1 --> s2 gx{"+ where to publish results"}:::gate s2 --> gx p00["save scored entries"]:::task gx -->|"spreadsheet log"| p00 p10["post daily summary"]:::task gx -->|"team chat"| p10 p00 --> out p10 --> out out[/"scored news log and team summary"/]:::out pay{{"team stays current without reading everything"}}:::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 stepRuns once per itemEvery pathResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsSpreadsheet & Database OpsWeb Scraping & Data CollectionResearch & Market Intelligence
Connects
Google SheetsTelegramOpenAI

The problem it solves

You don't have time to read every AI news article that comes out each day, but you don't want to miss something important. Keeping your team in the loop means someone has to skim dozens of sites and write up notes, which eats into real work.

Who it fits

A marketing, research, or leadership team that needs to stay current on AI news without reading it all themselves.

How it works

  1. Each morning, the system checks for new AI articles published the day before
  2. It downloads the full text of each new article
  3. AI reads and summarizes each story, then scores and categorizes it
  4. Results are saved to a spreadsheet and posted to your team chat
What you get

AI news roundups you never had to compile

You get the top AI stories of the day scored, summarized, and waiting in your team chat every morning.

What you get

A running spreadsheet log of scored, categorized AI news plus a daily summary message for the team.

What you need

A Google Workspace account, a Telegram account, and an OpenAI 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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