Bridging Cultures Through Secure Translation

Arcell's ProCBM technology delivers accurate translations for rare and security-relevant languages with cultural context preservation.

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Fatima (Dari)

"سلام دوست من، امروز هوا خوب است."

Translated from Dari
John (English)

"Hello my friend, the weather is nice today."

Translation accuracy: 98% (culturally verified)

How Arcell Works

Probabilistic Context-Based Model (ProCBM)

Our unique approach leverages bridge languages and cultural context for unparalleled accuracy.

Bridge Language Inference

When direct translation isn't available, Arcell identifies bridge languages (e.g., Arabic for Dari, French for Wolof) and uses probabilistic mapping to infer meaning while preserving cultural nuances.

Contextual Understanding

ProCBM analyzes code-switching patterns, colloquialisms, and situational context to determine the most probable accurate translation rather than literal word-for-word conversion.

Example: The Wolof phrase "Dëgg dëgg" literally means "True true" but contextually translates to "Absolutely certain" in English.

Human Validation (Optional)

For critical applications, certified native speakers can validate translations, with their corrections feeding back into our AI models for continuous improvement.

Live Translation Demo

Experience Arcell's technology with your own audio or text.

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MP3, M4A, WAV up to 10MB

For Developers

Arcell Translation API

Programmatic access to our ProCBM technology with simple REST endpoints.

Coming Q2 2023

API Overview

The Arcell API provides programmatic access to our translation engine with:

  • Simple REST interface
  • JWT authentication
  • Webhook support
  • Rate limiting
Sample Request (cURL) 
POST /v1/translate HTTP/1.1
Host: api.arcell.ai
Authorization: Bearer <your_api_key>
Content-Type: application/json

{
  "source_language": "dari",
  "target_language": "english",
  "text": "سلام دوست من، امروز هوا خوب است.",
  "context": "casual_conversation",
  "format": "text"
}
Sample Response 
{
  "id": "trans_xyz123",
  "status": "completed",
  "source_text": "سلام دوست من، امروز هوا خوب است.",
  "translated_text": "Hello my friend, the weather is nice today.",
  "confidence_score": 0.98,
  "cultural_accuracy": 0.95,
  "processing_time_ms": 342,
  "language_detected": "dari",
  "bridge_languages": ["persian", "arabic"],
  "timestamp": "2023-02-15T14:32:18Z"
}

API Integration Flow

1

Authenticate with API Key

2

Send Translation Request

3

Receive Immediate Response or Webhook

4

Process Results in Your Application

Security

Privacy by Design

Enterprise-grade security for sensitive communications.

End-to-End Encryption

All data is encrypted in transit and at rest using AES-256. Audio files and translations are never stored in plaintext.

Data Minimization

We collect only what's necessary for translation. Metadata is pseudonymized and never linked to personal identities.

Auto-Delete After 24h

All translation data is automatically purged after 24 hours unless explicitly saved by the user.

Certifications

SOC 2 Type II compliant infrastructure hosted in ISO 27001 certified data centers.

HIPAA Ready GDPR Compliant

Strict Access Controls

Role-based access with multi-factor authentication for all personnel. Comprehensive audit logging.

Compliance

Designed to meet defense and intelligence community standards (ITAR, EAR, CMMC).

Applications

Where Arcell Makes an Impact

Secure translation for mission-critical communications across sectors.

Defense & Intelligence

Real-time translation of intercepted communications with cultural context analysis. Supports tactical operations, diplomatic engagements, and HUMINT operations with Dari, Pashto, Somali, and other strategic languages.

ITAR Compliant Air-Gapped Deployment

Humanitarian Aid

Bridge language barriers in crisis zones. Translate medical instructions, food distribution details, and shelter information between aid workers and local populations speaking rare languages like Fulani or Wolof.

Offline Capable Low-Bandwidth Optimized

Medical Interpretation

Accurate translation of patient symptoms and medical instructions for rare language speakers. HIPAA-compliant handling of sensitive health information with specialized medical terminology support.

HIPAA Compliant Medical Glossary

Secure Communications

End-to-end encrypted messaging with built-in translation for multinational teams. Ideal for journalists, activists, and NGOs operating in sensitive environments requiring secure cross-language communication.

E2EE Burn After Reading

Get in Touch

Learn how Arcell can solve your rare language translation challenges.

Email us

contact@arcell.ai

Call us

+1 (555) 123-4567

HQ

123 Security Lane, Suite 100
Arlington, VA 22201

Send us a message