Find content gaps in your PDF reports and generate new ideas

Upload PDF reports and the system maps the ideas inside them, then suggests new angles you have not covered yet.

How the work actually flows

A straight line. Runs once per each uploaded pdf.

Pattern: Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig>"pdf documents uploaded"]:::trig s0["upload pdf documents"]:::task s1[["extract text from each pdf"]]:::mi s2["build knowledge graph of concepts"]:::svc s3["identify disconnected clusters"]:::task s4["generate ideas bridging gaps"]:::task trig --> s0 s0 -->|"one per each uploaded pdf"| s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"list of new content ideas"/]:::out pay{{"fresh angles without hours of reading"}}:::pay s4 --> 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 serviceRuns once per itemResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Knowledge Base & RAGDocument Processing & OCRSurvey & Feedback
Connects
InfraNodus

The problem it solves

You spend hours reading through research papers, reports, or competitor content trying to spot an original angle. It is easy to miss the gaps between topics that nobody else is talking about, so your content ends up sounding like everyone else's.

Who it fits

Marketers, researchers, or business owners who need fresh content ideas from dense documents.

How it works

  1. You upload one or more PDF documents
  2. The system pulls the plain text out of each file
  3. InfraNodus builds a knowledge graph of the concepts and finds the disconnected clusters
  4. AI generates research questions and content ideas that bridge those gaps
  5. You receive a list of fresh angles ready to use
What you get

Content ideas you had not considered

Upload your PDF reports and receive a list of fresh angles and research questions pulled from the ideas already inside them.

What you get

A list of AI-generated content ideas and questions that bridge the gaps in your source documents.

What you need

An InfraNodus account with GraphRAG access.

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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