7-STAGE PIPELINE

Inside the BiLex Engine

A technical exploration of how we transform monolingual documents into legally-aligned bilingual contracts.

System Architecture

Client
React 18
Framer Motion
TailwindCSS
API
Next.js 14
Edge Functions
Streaming
Processing
Document Parser
Structure Analyzer
Glossary Engine
AI
Neural Engine
Custom Prompts
Constraint System
Storage
PostgreSQL
Prisma ORM
File System
Stateless request → Processing → Persistent storage

Pipeline Stages

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INGESTION

Document Parser

Binary stream processing of document formats with metadata preservation.

EXTRACTION

Structure Analyzer

Hierarchical document decomposition into semantic units.

GLOSSARY

Terminology Engine

Domain-specific term extraction and translation locking.

TRANSLATION

Neural Bilingualization

LLM-powered semantic translation with contractual context.

ALIGNMENT

Clause Synchronizer

Paragraph-level source-target mapping with structural parity.

ANALYSIS

Risk Evaluator

Multi-perspective contract assessment with obligation mapping.

EXPORT

Document Generator

Bilingual DOCX reconstruction with professional formatting.

Security & Compliance

Private Access
Documents visible only to you
Encrypted Transit
TLS 1.3 for all connections
No Training
Your data never trains models
EU/UAE Ready
GDPR-compatible architecture

BiLex is designed for legal document processing. While we optimize for accuracy, output should always be reviewed by qualified legal professionals before use in binding agreements.

Ready to try the pipeline?

Upload your first document and experience the full transformation.