Secure, Air-Gapped Machine Translation & OCR
Natively compiled local translation engine designed for high-performance translation and layout-preserving document OCR under strict security compliance.
[ Translate System Architecture & Dataflow ]
[ Raw Document PDF/DOCX ] ──> [ Local OCR Text Extraction ] ──> [ CTranslate2 Neural Model ] ──> [ Layout Preserved Translated Output ]
100% Client-Side. No network packets dispatched.
Translation & OCR Capabilities
22+ Indian Languages
Covers all official languages including Hindi, Tamil, Telugu, Kannada, Bengali, and regional subcontinental dialects.
200+ Foreign Languages
Includes Spanish, French, German, Japanese, Chinese, Arabic, and Russian using optimized translation weights.
High-Accuracy OCR
Tesseract-only enterprise OCR pipeline equipped with automatic contrast enhancement, scaling, and skew binarization.
Layout Preservation
Keeps document formats, fonts, tables, and spacing identical across output DOCX and PDF formats.
GPU-Accelerated
Optimized for both CPU and NVIDIA CUDA GPU execution for low-latency batch processing.
Ed25519 Signing Keys
Cryptographically validates license files locally using secure, tamper-proof hardware fingerprints.
CTranslate2 Local Optimization
Our translation subsystem utilizes CTranslate2 engines for low-level memory optimizations, enabling massive text processing throughput on standard desktop computers.
Optimized Indic-English bilingual model weights, enabling high-precision dialect parsing.
English-Indic and global multilingual translation engines configured for high-speed batch files processing.
Standalone offline OCR binarization. Skews, sharpens, and processes images on client systems.
100% Offline Air-Gapped Client
Run the compiled executable installer directly on user workstations. Authentication checks execute locally against the hardware fingerprints, with zero external network request.
High-Throughput Docker Gateway
Deploy as an intranet-wide REST API gateway. Multiple client systems route their translation queries to a single centralized GPU-accelerated server.
Frequently Asked Questions
When setting up on an air-gapped machine, the app calculates a unique secure HWID fingerprint. You paste this HWID into the online customer dashboard, generate a signed license key file, transfer it via USB, and activate the app locally.
Oryx Translate supports PDF, DOCX, PNG, JPG, and WEBP. Our OCR pipeline processes the page layouts and outputs translations inside identical format sheets.
No. While the engine utilizes CUDA GPU cores for higher speed, it runs efficiently on standard multi-core CPUs using INT8 quantization algorithms.
Explore Our Plans
Select the perfect deployment plan for your translation, voice translation, and OCR needs.