Answer questions from your own documents automatically

Lets your team ask questions and get answers pulled straight from your own uploaded documents.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"question submitted by assistant"]:::trig s0[("search stored documents")]:::store s1["retrieve relevant passages"]:::task s2["compose answer from passages"]:::task s3["send answer back"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"answer sourced from own documents"/]:::out pay{{"instant answers without manual searching"}}:::pay s3 --> 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 serviceA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGAPI & Webhook IntegrationSurvey & Feedback
Connects
Qdrant

The problem it solves

Your team's knowledge is scattered across PDFs and files that nobody has time to search through. When someone asks a question, you end up digging through documents by hand or guessing at the answer.

Who it fits

A business that wants staff or customers to get instant answers from its own manuals, policies, or reports.

How it works

  1. Takes PDF documents you upload and stores their content in a searchable knowledge base
  2. Waits for a question to come in from a connected assistant
  3. Searches the stored documents for the most relevant passages
  4. Puts together an answer based on what it found
  5. Sends the answer back to whoever asked
What you get

Answers pulled straight from your own manuals

You let your team ask questions and get answers pulled directly from your own manuals, policies, or reports, without digging through the documents themselves.

What you get

A direct answer to a question, sourced from your own documents instead of a generic AI guess.

What you need

A document storage and search service and an AI language model.

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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