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Enterprise AI Translation

Argonos Systran: your gateway to seamless multilingual communication.

Fast and efficient content translation across languages. Achieve native-level fluency across 70 languages while maintaining absolute data sovereignty.

  • 95% Domain accuracy with industry trained models
  • 6000 Words translated per second
  • 2-3X TCO savings

Putting Operational AI to work with Systran

USE CASES

Solutions tailored to your needs

  • Multilingual communication & collaboration

    Provide your employees with a centralized and secure translation server to keep all sensitive company information safe, while offering accurate translations tailored specifically to your brand and technical terminology.

  • Global customer service & support

    Real-time customer service demands real-time language translation. Seamless integration with ServiceNow and Zendesk empowers your customer service on a global scale.

  • Forensics & eDiscovery

    Overcome language barriers to provide valuable insights for cross-border legal disputes and forensic process.

  • Big data analysis for government

    Including websites, social media, audio transcripts and more, whether it’s for military intelligence, Territory surveillance and counter-terrorism, Cyber defense, Anti-money laundering and terrorist financing…

  • Education & eLearning

    Language gaps in training and eLearning assets can render them counterproductive. Systran fills those gaps, immediately.

  • Content localization

    To succeed in global markets, multilingual content must be on-message and on-brand – without exception. Fast, inexpensive and accurate translation of websites, messaging and sales materials is key for any organization looking to grow internationally.

The enterprise translation trap

Generic “Language AI” forces regulated industries into a dangerous compromise. When your workforce uses public web translators, your proprietary IP becomes their training data, and technical accuracy is sacrificed for conversational fluency.

  • The shadow AI data breach

    77% of employees bypass IT to paste confidential data into public GenAI tools. “Free” has a cost: HTTPS only protects data in transit, not at rest. If it hits a public server, your IP is the payment.

  • The fluency trap & hallucinations

    Generic LLMs sound natural but dangerously hallucinate highly specific legal, medical, and defense terminology. Surface-level glossaries are rigid, they only patch the output instead of adapting the neural engine.

  • The compliance & SaaS tax

    Public cloud usage triggers massive data governance audits, slowing down clinical trials and cross-border litigation. Meanwhile, metered pricing models (pay-per-word) financially penalize your global scalability.

Generic AI guesses. Systran knows.

Compliance is useless without competence. A secure translation of a legal contract or clinical trial is legally dangerous if the translation itself is technically inaccurate. Systran eliminates the trade-off between absolute data security and domain-specific precision.

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Language AI built specifically for regulated industries

  • Absolute data sovereignty

    Your data never leaves your perimeter. Zero data retention. Zero model training on your corporate IP. Deploy via air-gapped on-premise servers, single-tenant private cloud, or sovereign SaaS.

  • Domain-specific precision

    Stop patching generic outputs. Leverage out-of-the-box models trained specifically for Legal, Life Sciences, Defense, and Manufacturing jargon to instantly reduce MTPE (Machine Translation Post-Editing) requirements.

  • Predictable scale

    Defeat the “Tax on Success.” Move away from exploding per-character SaaS fees. Translate unlimited volumes – from massive document batches to live corporate chat – at a flat, predictable enterprise cost.

Flexible Infrastructure

Deploy where your data lives

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Complete isolation on your own hardware. Built for Defense, Intelligence, and public sector environments requiring strict, network-disconnected zero-leakage mandates.

Proprietary AI

Don't just patch the output. Own the engine.

  • Rapid domain adaptation

    Don’t start from scratch. Use our pre-built industry models as a foundation and fine-tune them to achieve up to a +15 BLEU score improvement in hours, not months.

  • Zero-code training

    Simply upload your proprietary Translation Memories (TMs) or bilingual data. The Studio automatically cleans, de-duplicates, and processes the data to build your tailored model.

  • Automated evaluation

    Remove the guesswork. Instantly benchmark and mathematically prove the accuracy of your new custom engine against standard baselines before deploying it to your business units.

  • Absolute control

    Your linguistic assets remain your exclusive intellectual property. They are utilized solely to train your private, dedicated model and are never exposed to third-party networks.

Absolute Control

Translate everything. Leak nothing.

Encryption in transit isn’t enough, public-server translation makes your IP the price. Zero-exposure infrastructure guarantees it stays yours.
• Zero data retention: 100% stateless API processing.
• Zero IP training: Your data never trains public LLMs.
• Regulatory ready: ISO 27001, GDPR, and HIPAA compliant.
Your choice of hosting infrastructure location or air-gapped deployments.

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Where the work actually happens

See it in action

The pain

Manual validation of multilingual trial documentation delays FDA/EMA submissions by weeks, pushing back the launch date itself.

With Systran

Expedite global clinical trials

Manual validation delays FDA/EMA submissions by weeks. Top-10 global pharma firms use our private Medical-Domain models to cut time-to-submission by 40% and gain months on drug market launches. Fully HIPAA compliant.

Argonos Systran Translate everything. Leak nothing.

Equip your entire workforce with instant, high-precision AI translation, without exposing a single line of strategic IP to the public cloud. Move from unpredictable SaaS fees to a secure, flat-rate infrastructure today.

FAQ

FAQ about Argonos Systran

Unlike generic public cloud translators, Systran utilizes a 100% stateless architecture with Zero Data Retention. Your linguistic data and inputs are never stored, and they are never used to train our baseline models. For maximum security, we offer Air-Gapped On-Premise and Single-Tenant Private Cloud deployments.