Workflow Engine
Pipeline Orchestrator
Airflow-like
Scheduler / Dependency Manager
n8n-style
Custom Task Builder
Distributed Execution Layer
Kubernetes Cluster
Autoscaler / Load Balancer
Worker Nodes
AI Translation / Pre & Post Processing
AI Processing Layer
LLM Connectors
OpenAI / Gemini / Claude
Context-aware Model Selector
Prompt Tuning & Chain Optimization
Data Management Layer
Input / Output Handler
Excel, CSV, JSON, XLIFF, Docs data file processing
Object Storage
MinIO / S3 / R2
Metadata & Queue
MongoDB / Redis
REST API / Webhooks
Integrations
Monitoring & Control Layer
Web Dashboard
Workflow Visualization
Centralized Logging & Audit Trail
Real-time Task Tracking & Error Handling
Foundation · Cross-Cutting
Client Requests
Data Intake
Validated Outputs
Translations / Cleaned Data
External Integrations
TMS, BI, DWH
Security & Privacy Controls
Internal Processing