IN
Input Parser
Text normalization & tokenization
NLP
NLP Engine
Semantic analysis & context
TR
Translator
Cross-lingual mapping
CX
Context AI
Cultural adaptation layer
VA
Validator
Alignment verification
OUT
Output
Rendered translation
Data flow: 23ms average latency • 12 languages active