CalypsoAI Platform Case Study
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Translation Services
Security for AI-Enabled Translation Services
CalypsoAI protects sensitive content in AI-driven translations with custom filtering and audit trails.
AI-powered translation services handle sensitive information that must be protected to ensure compliance and confidentiality. CalypsoAI ensures that translated content remains secure and adheres to regulatory standards.
The top three business cases our Translation Services customers use Generative AI to address are:
- Content Filtering: AI ensures sensitive information is securely handled during translations, preventing unauthorized exposure.
- Compliance Monitoring: AI models ensure that translations adhere to industry-specific regulations.
- Automated Translation: Generative AI enables fast, accurate translations while ensuring sensitive data is protected.
Key CalypsoAI LLM Enablement and Security Feature Suites used:
- Security and Compliance: CalypsoAI ensures that sensitive content, such as legal contracts, financial statements, and personal data, is securely handled during translation. Customizable filters block confidential information (e.g., client names, contract terms, or proprietary business data) before it can be processed by external AI translation tools. This ensures full compliance with data protection regulations (e.g., GDPR, CCPA), preventing unauthorized access and maintaining customer trust.
- Observability and Visibility: Our platform provides full transparency into the translation process, logging each interaction with AI models. This ensures that all translated content is auditable, with detailed records of who accessed the data, when it was processed, and what specific content was flagged or blocked. This level of visibility is essential for maintaining compliance with industry standards and regulatory requirements, especially in sectors like government or legal services.
- API Integration: CalypsoAI seamlessly integrates with existing translation management systems (TMS) and AI-driven translation platforms, ensuring that security protocols are automatically applied without disrupting workflows. This allows organizations to leverage AI-powered translation services while maintaining data security and compliance across multiple languages and document types.
- Multi-model and Multimodal Support: CalypsoAI supports various AI models and data formats, enabling secure translation of text, documents, and multimedia content. Whether translating written contracts, spoken conversations, or complex business presentations, our platform ensures that all types of sensitive data are consistently protected across different AI models and translation systems.
The Problem
Translation services often involve handling highly sensitive or confidential content, such as legal contracts, medical records, or technical documentation. For example, a legal team might use an AI translation tool to translate a contract containing proprietary terms and client information. If this data is improperly handled or exposed to external systems, it could lead to legal liabilities, breaches of confidentiality, and non-compliance with data protection laws.
The Challenge
Using AI translation models without proper safeguards can expose sensitive content to unauthorized third-party systems or even incorporate it into the AI model’s knowledge base, making it accessible to other users. Organizations need a solution that ensures confidential data remains protected throughout the translation process, while also maintaining compliance with regional and industry-specific data protection regulations.
The Solution
CalypsoAI provides robust protection for AI-driven translations by scanning and blocking sensitive content (in any language) before it can be processed by external translation models. Additionally, CalypsoAI logs all translation activities, including prompt content, sender information, AI model used, and scanner results, ensuring full auditability and accountability. By integrating with existing translation management systems and providing multi-model support, CalypsoAI ensures that sensitive content remains secure across all translation workflows, whether they involve text, documents, or multimedia content.
We Support
