Need guidance: Make Knowledge Graph based on historical documents

Hi, new here! So I have bunch of questions.

Basically I want to build a knowledge graph based on old techical reports or non con conformity reports. We have buch of old documents containing service reports, previous reported issues and lesson learned. The format is Word files or PDF.

The idea is to empower future decisions based on previous gained knowledge. How can I do this?