Tech Foundation
Data → Knowledge → Algorithms → Intelligence
Knowledge answers "what and how things relate", algorithms answer "what will happen", AI handles "dialogue and decisions" — four layers forming one reusable foundation.
Applications / Industries
ManufacturingElectronicsLocal servicesCross-border
Intelligence · AI
LLM access & governanceAgent orchestrationDialogue / generation / decisions
Algorithms · Library
Recommendation: selection / tieringPrediction: quality / capacity / failureOptimization: scheduling / routing / inventoryVision: CAD parsing / defect detection
Knowledge
Knowledge base (vector · RAG)Knowledge graph (entities · ontology · reasoning)
Data
Multi-source ingestionData governanceMaster data & ontology modeling
Engineering base (cross-cutting)
Private deployment / local inferenceMulti-tenant / RBACModel routing / billing / masking / audit
Data → Knowledge → Algorithms → Intelligence: value compounds layer by layer
See the knowledge graph
Try the interactive knowledge graph and impact analysis on the knowledge base page.