The Product Graph

Your product range is not a list of documents. It is a graph: products, features, accessories, and the relationships between them. We store your product content the same way. Each fact is written once, and every document is generated from it.

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1

Audit

We read what you ship today: spec sheets, manuals, web content. You get a report of what is broken and why: duplicated facts, gaps, values that disagree between documents. Fixed price, ten working days. See the audit offer →

2

Structure

We split your documents into self-contained chunks and tag each one with the products and topics it belongs to. The chunks go into a graph database on an open schema. Every fact traces back to its source document, and the schema is yours.

3

Render

Every format generates from the graph: spec sheet, manual, web page, translation. A fact is edited once and every document that carries it updates. The next language or revision costs a fraction of the first.

4

Maintain

Your team runs the system through a CMS. A new SKU inherits the content its platform already has. Nobody re-keys a calibration table into five documents, and nobody pays to translate it five times.

Readable by people, search and AI

Search engines and AI assistants answer questions from chunks, not whole manuals. When your content is structured, the engine quotes your setup answer instead of a competitor's. We make your content AI-answerable. Ours already is. Read how this worked: 233 PDFs → one product graph →

Questions manufacturers ask us

Do you sign NDAs, and who owns the files?

We are NDA-ready. Your source files, specs, previews and the graph schema stay yours at every step — you can export everything and leave at any time.

Can this scale across our whole SKU range?

That is the point of the graph. The same system that runs 3 SKUs runs 300 — shared facts are written once, and each new product inherits the content its platform already carries.

Does it fit the systems we already use?

Yes. The graph sits on an open schema and exports cleanly — to your CMS, PIM or web platform. We hand over structured content, not a lock-in.

What does it cost to start?

A fixed-price documentation audit: $7,500, ten working days, one product line. If you continue with us, the fee comes off your first project.

Talk to us about your documentation →

AuditStructureRenderMaintainReadable by people, search and AIQuestions manufacturers ask us