Securely use generative AI for sensitive business data with confidential computing that ensures end-to-end encryption during processing for maximum privacy.
Protecto
Secure enterprise data across agentic AI workflows with context-preserving masking, role-based access controls, and real-time PII detection for regulated industries.
About Protecto
Protecto is a comprehensive data security platform designed specifically for agentic AI and LLM workflows. It addresses the critical challenge of sensitive data exposure when AI agents process plain text from documents, chats, and emails. By implementing a layer between the data source and the AI model, Protecto ensures that confidential information—such as PII, PHI, and business secrets—remains protected without hindering the AI's ability to generate accurate and useful responses. The platform is engineered to prevent the common pitfalls where traditional access controls fail once data enters an AI pipeline. The platform operates through a multi-step process: tokenizing data at ingestion using AI-powered detection, enforcing role-based access control (RBAC) at inference, and maintaining semantic integrity through reversible masking. Unlike traditional redaction that can break an LLM's understanding, Protecto’s context-preserving tokenization keeps the underlying meaning intact. This allows the AI to function with high precision while ensuring that users and agents only see the data they are authorized to access. It supports over 200 sensitive data types and provides a complete audit trail for compliance, capturing who accessed what data and why. The tool is primarily built for engineering teams, CISOs, and CTOs in highly regulated sectors like healthcare, banking, and life sciences. It helps organizations comply with global regulations like GDPR, HIPAA, and PDPL while deploying AI at scale. Whether it is a bank deploying Google Gemini under strict local laws or a healthcare provider building PHI-compliant clinical assistants, Protecto provides the necessary guardrails to pass audits and mitigate the risk of data egress. The solution is designed to be developer-friendly, offering RESTful APIs and Python SDKs for seamless integration. What sets Protecto apart is its engineering-first approach, focusing on deterministic controls rather than simple heuristics. It claims a 99.9% detection accuracy for PII and PHI, significantly outperforming standard regex-based DIY solutions. Furthermore, it offers versatile deployment options including SaaS, private cloud (VPC), and air-gapped on-premises installations. Its ability to support over 50 languages and integrate with major orchestrators like LangChain and LlamaIndex makes it a versatile choice for securing the modern global enterprise AI stack.
Pros & cons
Pros
- Achieves 99.9% detection accuracy for PII/PHI using AI-powered engines.
- Supports over 50 languages for global enterprise deployments.
- Provides context-preserving tokenization that maintains LLM performance.
- Offers an air-gapped on-premises deployment option for maximum security.
- Includes pre-built compliance policies for HIPAA, GDPR, and PDPL.
Cons
- Implementation for on-premises deployments requires contacting sales for custom setup.
- Full pricing details are not publicly listed and require a demo or quote.
- Real-time RBAC effectiveness depends on integration with existing identity providers.
Use cases
- Healthcare engineers can build HIPAA-compliant AI assistants that process clinical notes while automatically masking patient PHI.
- Banking security teams can deploy global LLMs under strict data sovereignty laws without sensitive data leaving their local infrastructure.
- Enterprise DevOps teams can manage multi-agent workflows by enforcing role-based access controls to prevent cross-departmental data leaks.
- Data privacy officers can automate the discovery of sensitive information across thousands of documents and logs without manual tagging.
- AI developers can reduce time-to-production by using pre-built guardrails instead of building custom regex-based security layers.
Features
- multi-language support (50+ languages)
- context-preserving masking
- audit-ready compliance reporting
- flexible deployment (saas/vpc/on-prem)
- entropy-based tokenization
- deepsight ai data discovery
- 99.9% pii/phi detection accuracy
- real-time rbac for agents
Pricing
Enterprise
Price varies
- VPC Hosting
- On-Premises Deployment
- Air-gapped support
- Custom security policies
- White-labeling options
- Zero data egress
- Full audit trails
SaaS Free Trial
Free
- 5-minute setup
- Auto-scaling ready
- 99.9% SLA
- PII/PHI Detection
- Context-preserving masking
- API access
FAQs
How does Protecto preserve AI accuracy during data masking?
Protecto uses context-preserving tokenization and semantic integrity techniques instead of standard redaction. This ensures the LLM understands the relationships between data points, allowing for accurate responses even when sensitive values are masked.
Which global regulations does the platform support?
The platform comes pre-configured with policies for HIPAA, GDPR, CCPA, Saudi Arabia's PDPL, and India's DPDP. It generates audit-ready reports in PDF, CSV, and JSON formats to simplify the compliance process for regulated industries.
Can I deploy Protecto on my own infrastructure?
Yes, Protecto offers three deployment modes: a SaaS model, a version hosted on your own VPC, and an air-gapped on-premises option. The on-premises version ensures zero data egress and total control over security policies.
How many sensitive data types can the system detect?
The DeepSight AI engine can automatically discover over 200 sensitive data types across various formats, including JSON, markdown, code, and free text. This eliminates the need for manual tagging or complex regex-based rules.
Is it compatible with popular AI orchestrators and databases?
Yes, it integrates with orchestrators like LangChain and LlamaIndex, as well as vector databases such as Pinecone, Weaviate, and Chroma. It also supports major LLM platforms including OpenAI, Gemini, and Anthropic.
Ratings & reviews
No reviews yet. Be the first to share how Protecto worked for you.
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