Free whitepaper (German only):

How to Optimize Technical Documentation for AI

Whitepaper-Mockup: Technische Dokumentation KI-gerecht gestalten – Fünf Prinzipien und eine Checkliste

AI assistants increasingly answer technicians’ questions directly from manuals and service documents. How good those answers are depends on the documentation. Our whitepaper uses five principles and concrete before-and-after examples to show how to structure technical documentation so that people and AI systems can use it equally well. Please note: the whitepaper is available in German only.

What’s included
  • Whitepaper with five principles and practical examples (PDF, 13 pages, German)
  • Pull-out checklist: from template to release
  • Sample page with all principles applied

Download whitepaper (PDF, German only)

Why technical documentation needs to be AI-ready now

From 20 January 2027, the EU Machinery Regulation 2023/1230 allows manufacturers to provide operating instructions in digital form. For many technical writing teams, that is a reason to revise their templates.

At the same time, who reads those manuals is changing. According to a Bitkom survey from September 2026, 57% of companies in Germany with 20 or more employees already use artificial intelligence. In service and maintenance, this means technicians ask an AI assistant instead of leafing through a PDF. Whether the answer is right depends less on the AI model than on the source. If you are revising your templates for the digital manual anyway, make them AI-ready in the same step.

Why good manuals are often unusable for AI

A technician reads a page in context and sees from layout, colours and position what belongs together. An AI assistant, by contrast, selects individual sections and only processes what exists as text. Legends inside graphics, tables built from loose text boxes or a scope that is only stated on page 2 get lost along the way. The good news: you don’t have to replace the PDF. What matters is how it is built.

The five principles at a glance

1. Text instead of images

Anything a technician needs to read from an image also belongs in the document as text. If you can’t select it in the PDF, it doesn’t exist for the AI.

2. Tables with clear relationships

One value per cell, one row per cause and remedy, conditions next to the value rather than in a footnote.

3. Context in every section

Which machine a section applies to and where a cross-reference leads belong in the section itself.

4. Data as the source

Maintain error, spare-parts and variant lists as tables and generate the PDF from them.

5. Consistent terminology

A synonym list connects the terms in the manual with the words technicians actually use.

A quick test for your documentation

Two questions are enough for a first check: Can you select the text with your mouse? Is the section understandable without the rest of the chapter? If the answer to either is “no”, an AI system can’t use the information reliably either.

Who is the whitepaper for?

For heads of technical documentation, technical writers, and service and product teams at machine and plant manufacturers and operators who use or plan to use AI assistants, full-text search or service portals. The whitepaper is written in German.

Frequently asked questions

Do I have to replace my PDFs?

No. The PDF remains the approved format. The principles start with templates and structure.

Do the principles only apply to KNOWRON?

No, they apply to every AI system, every full-text search and every service portal.

Where do I start?

With the template: changes there take effect in every new document. The checklist in the whitepaper shows the order.

Read more and get your documentation checked

For more background and examples, read the blog article by our founder and CPO Arturo: How to optimize your technical documentation for AI.

Want to know where your own documentation stands? Send us a sample document at ask@knowron.com and we will check it for free against the criteria in the whitepaper.

Download the whitepaper (German)
GET IN TOUCH

Join us for a demo to see KNOWRON in action

Our experts are on hand to run you through how KNOWRON:

  • Empowers deskless workers
  • Finds reliable solutions on-the-go
  • Recommends and sources the spare parts needed for jobs
  • Provides analytics data for process optimization

No commitment, no obligation—just a demo to show you how AI-powered knowledge management can change the game for your business.

Book a Demo