Turn uploaded PDFs and text files into instant AI summaries

Uploads a PDF or text file and instantly returns an AI-written summary with sample questions and answers.

How the work actually flows

It branches. Every path runs.

Pattern: Parallel Split (2)

flowchart TD trig>"file uploaded"]:::trig s0["extract text from file"]:::task s1["generate summary and qa"]:::svc s2["validate output completeness"]:::task trig --> s0 s0 --> s1 s1 --> s2 gx{"+ deliver summary output"}:::gate s2 --> gx p00["return summary to user"]:::task gx -->|"return summary"| p00 p10["post preview to slack"]:::task gx -->|"send slack preview"| p10 p00 --> out p10 --> out out[/"instant document summary delivered"/]:::out pay{{"saves time reading documents"}}:::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 serviceEvery pathResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsDocument Processing & OCRSpreadsheet & Database OpsReporting & AnalyticsAPI & Webhook Integration
Connects
Azure OpenAIGoogle SheetsSlack

The problem it solves

Reading through a long document just to pull out the key points and likely questions takes real time, especially when you need it fast. Doing this by hand for every document that comes in isn't sustainable.

Who it fits

Teams that regularly need to digest documents, contracts, or reports quickly for themselves or clients.

How it works

  1. A PDF or text file is uploaded
  2. The file type is detected and the text is extracted
  3. AI generates a summary along with a set of questions and answers
  4. The output is checked to make sure it's complete and well-formed
  5. A clean summary is returned instantly, with a preview sent to Slack
What you get

Documents you understand without reading every page

Upload any PDF or text file and get back a clear summary with sample questions and answers, ready to share with your team.

What you get

A structured summary and Q&A set for any uploaded document, delivered instantly.

What you need

An Azure OpenAI account, a Google Workspace account, and a Slack workspace.

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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