Ask questions and get answers straight from your own documents

Lets you chat with your PDFs, spreadsheets, and Word docs and get accurate answers pulled from their content.

How the work actually flows

It repeats. Repeats you ask a follow up question; runs once per each section of the document.

Pattern: Sequence (1) ยท Structured Loop (21)

flowchart TD trig>"document uploaded or chat opened"]:::trig s0[["break document into sections"]]:::mi s1[("store sections for search")]:::store s2["answer question using ai"]:::svc s3[("track conversation history")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 lp{"you stop asking questions"}:::gate s3 --> lp lp -. "you ask a follow up question" .-> s2 lp -->|"finished"| out out[/"answers sourced from your documents"/]:::out pay{{"find answers without rereading 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 itAn outside serviceRuns once per itemA record or sheetRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGDocument Processing & OCRImage & Media ProcessingSpreadsheet & Database OpsSurvey & Feedback
Connects
OpenAIGoogle Gemini

The problem it solves

Digging through long PDFs, contracts, or reports to find one answer wastes your afternoon. Your team keeps re-reading the same documents because the information is buried and hard to search.

Who it fits

A team that relies on a large library of PDFs, contracts, spreadsheets, or manuals and needs quick answers from them.

How it works

  1. Starts when you upload a document or open the chat
  2. Reads and breaks the document into searchable sections
  3. Stores those sections so relevant parts can be found instantly
  4. Answers your question using AI, pulling only from your documents
  5. Keeps track of the conversation so you can ask follow-up questions
What you get

Answers found without opening a single file

Chat with your PDFs, spreadsheets, and Word docs and get accurate answers pulled straight from their content.

What you get

A chat window that answers questions using your own documents, with sources referenced.

What you need

An OpenAI or Google Gemini API key and a place to store your documents.

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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