TOPIC OVERVIEW · AI PROJECT ENGINEERING
From research pool to knowledge base
Many strong research documents do not automatically become project knowledge. Provenance, relationships, contradictions and decisions turn files into a working knowledge base.
From material to knowledge system
The KIPROM workflow makes the transition visible: a research pool becomes useful when original sources remain intact, semantic relationships become explicit and findings can be translated into project decisions.
01 · SOURCEKeep originals, provenance, date and status traceable.
02 · RELATIONConnect concepts, contradictions and dependencies across documents.
03 · ACTIONMove knowledge into requirements, decisions, risks and new project artifacts.
CORE METHOD
The three-layer architecture
Source layer → semantic layer → operational layer. Compression sits above the originals; it does not replace them.
Use six sources, three concept cards, one contradiction and one decision to build a small knowledge architecture with visible provenance and relationships.