Protecto

Safeguard sensitive data while ensuring AI accuracy through isolation and tokenization.

Ensures secure AI operations by masking sensitive data and filtering harmful content.

Provides real-time access control and data protection for AI workflows, ensuring compliance and security.

Protects sensitive data during AI chat interactions, ensuring privacy and compliance.

Enhance data protection with advanced context-aware detection for AI systems.

Efficiently mask high volumes of sensitive data while maintaining compliance and AI accuracy.

Enhances AI security while maintaining data accuracy across retrieval-augmented generation applications.

Controls and enforces who can see or unmask data during AI model inference, including dynamic masking, policy-driven decisions, and audit logging for compliance.

Products: Context-Based Access Control for AI, Privacy Gateway for AI Chat, GPTGuard

Capabilities to locate, inventory, and apply context-aware classification to structured and unstructured sensitive data across on‑premises, cloud, and SaaS sources to support mapping and access controls.

Products: Protecto DeepSight, GPTGuard, Context-Based Access Control for AI

Techniques to isolate, tokenize or mask sensitive values in a centralized, auditable vault to minimize exposure while preserving context for AI workflows.

Products: Privacy Vault, High-volume Masking, Secure RAG

Controls applied to RAG pipelines and vector stores such as pre-embedding tokenization, retrieval-time authorization, tenant isolation, and compliance logging to prevent sensitive data leakage.

Products: Secure RAG, GPTGuard, High-volume Masking

Privacy Vault

A dedicated data privacy vault that isolates sensitive data in one hardened system and replaces that data everywhere else with tokens. It combines isolation, masking or tokenization, policy-based access control, and audit logging to protect data across AI workflows, including prompts, RAG pipelines, and AI agents.

• Track Data Access
  Ensures compliance by providing a detailed log of all access events related to sensitive data.
• Centralize Data Protection
  Reduces breach risk by storing sensitive information in a secure, isolated system.
• Preserve AI Accuracy
  Enables the use of sensitive data without exposing it, maintaining both security and AI model performance.
• Control Data Access
  Gives organizations strict control over who accesses sensitive data, enforcing compliance through role-based permissions.
• Ensure Compliance
  Helps enterprises meet mandatory privacy and data protection requirements, reducing legal risks.
• Enable Smart Masking
  Maintains the integrity of AI model outputs by ensuring that context is preserved when masking sensitive information.

GPTGuard

Protects generative AI pipelines with context-preserving masking and toxic content filtering, enabling safe AI interactions while preserving model accuracy.

• Enables Safe AI Interactions
  Maintains the integrity of AI outputs by ensuring sensitive information is masked without losing contextual meaning.
• High Precision Data Detection
  Utilizes advanced algorithms to detect sensitive data types accurately, ensuring comprehensive coverage for diverse datasets.
• Instant Data Protection
  Automatically enforces compliance policies as data is processed, ensuring immediate protection of sensitive information.
• Enhances Safety of AI Outputs
  Prevents the generation and dissemination of inappropriate or harmful content, ensuring a safer AI interaction environment.
• Boosts AI Efficiency
  Enables seamless integration of vast document resources, enhancing the context and relevance of AI-assisted interactions.

Context-Based Access Control for AI

Context-Based Access Control (CBAC) enforces policies for AI data at inference time, controlling who sees what data as agents reason and act, with dynamic masking and a complete audit trail.

• Logs Every Decision
  Comprehensive logs support compliance audits by detailing who accessed what data and when.
• Controls Data Access In Real-Time
  Ensures that only authorized data is used during AI reasoning, enhancing security and compliance.
• Enforces Fine-Grained Permissions
  Access is granted based on user roles and specific contexts, ensuring data integrity and reducing exposure risks.
• Masks Unnecessary Data
  Sensitive information is masked based on user context, preserving important data visibility without exposing sensitive details.
• Streamlines Compliance Reporting
  Easily meets compliance requirements for HIPAA, GDPR, and more through built-in policy management.
• Identifies Sensitive Data
  Accurately classifies sensitive information, ensuring only appropriate access based on context.

Privacy Gateway for AI Chat

A privacy gateway that allows running AI models on sensitive data in AI chat contexts without exposing real values, reducing data exposure during interactions.

• Safeguard Sensitive Data
  This feature allows organizations to use AI models safely by masking sensitive information, ensuring that actual sensitive data is never exposed during interactions.
• Streamline Compliance Efforts
  Integrates robust auditing features with compliance policies to ensure adherence to data protection regulations, enhancing trust and security.
• Ensure Conversation Privacy
  The Gateway keeps sensitive conversation contexts secure, preventing data retention and unauthorized access by third-party providers.
• Enable Accurate Model Responses
  Ensures that while tool calls are made with masked data, authorized users have access to real values when necessary for operational purposes.
• Utilize The Best Models
  Allows users to engage top-performing AI models without compromising on data security, enhancing the quality of AI interactions.

Protecto DeepSight

Protecto DeepSight provides context-aware detection for sensitive data, with custom entity recognition, handling of messy data, and flexible deployment. It offers API-first access and audit-ready metadata with enterprise-grade security.

• Ensure Compliance and Traceability
  Protecto DeepSight provides API access with complete metadata for all actions, ensuring regulatory compliance and detailed traceability, essential for audits.
• Identify Hidden Sensitive Information
  Leveraging context-aware detection, DeepSight can recognize sensitive data even when obscured by typos or mixed languages, enhancing protection and reducing compliance risk.
• Adapt to Your Infrastructure
  Support diverse deployment scenarios, whether in the cloud or on-premises, enabling organizations to integrate with existing systems seamlessly.
• Handle Complex Data Securely
  DeepSight excels in managing unstructured and noisy data, providing effective detection capabilities in challenging environments.
• Tailor Detection to Your Needs
  DeepSight can be trained to recognize unique identifiers relevant to your organization, ensuring high precision in data detection.

High-volume Masking

High-volume masking for masking large data volumes efficiently, enabling scalable protection of sensitive information across AI workflows.

• Efficient Resource Management
  Reduces costs by scaling resources only when necessary, ensuring optimal performance.
• Handle Intensive Workloads
  Supports vigorous data processing without compromising speed or efficiency.
• Optimize Data Handling
  Ensures timely processing by handling large volumes without sacrificing performance.
• Preserve AI Accuracy
  Ensures that sensitive data masks do not impair the AI's ability to deliver accurate responses.
• Streamline Data Flows
  Minimize bottlenecks and maintain smooth operations when processing large data volumes.
• Ensure Compliance
  Facilitate regulatory compliance monitoring with detailed access logs.

Secure RAG

Secure RAG (SecRAG) embeds protection into retrieval-augmented generation pipelines, tokenizing sensitive data before embedding, enforcing retrieval-time access, and isolating tenants to prevent cross-tenant data leakage with built-in compliance logging.

• Supports Regulatory Compliance
  Every data access event is logged, ensuring compliance with GDPR, HIPAA, and other regulations.
• Masks Sensitive Data Before Use
  Sensitive information is masked prior to being processed or stored, maintaining context.
• Dynamic Data Access Control
  Ensures that users only have access to authorized content during data retrieval.
• Ensures Data Privacy Between Clients
  Strict namespace boundaries prevent unauthorized access to sensitive data among different tenants.
• Access Original Data When Needed
  Ensures safety by allowing only authorized users to retrieve original values.