Data Leak Prevention for AI
Stop AI Data Leaks Without Breaking Accuracy
Most leaks happen beyond the prompt. Protecto secures prompts, documents, agent actions, and APIs - without hurting model quality
Why Protecto Wins — Others Can’t
Stop leaks without losing context. Protect every step of your AI workflow—prompts, docs, APIs, and agent actions—while keeping LLMs precise.
Secure the Whole Workflow
Every prompt, doc, API call, and agent action protected — not just user input.
See Sensitive Data Others Miss
Context-aware detection that catches PII, PHI, and IP even with typos or mixed languages.
Masking Without Breaking AI
Only Protecto retains both data integrity and full AI context — so LLMs stay precise
"With Protecto, we can use AI freely while knowing our sensitive data is safe from leaks."
CISO, Top-5 Global Bank
12B+ tokens
of regulated data secured — zero leaks
3 months → 2 weeks
AI security review time cut for a large SaaS
$100M+
GDPR fines prevented for a Fortune 100 company
Hidden Risks in AI Data Flows
Most AI security tools only focus on prompts. But in reality, most data leaks happen throughout the AI workflow. Protecto secures every point where sensitive data can escape:
- Retrieved documents (RAG) — scanned and masked before entering the model’s context
- Agent actions — including intermediate reasoning steps and tool outputs
- API responses — from connected systems and services
- Outbound AI responses — inspected and masked before reaching users or other agents
- 56% of enterprise AI projects don't go live due to data compliance, security and data privacy concerns.
Protecto Secures Data in AI
Identify, mask, and control sensitive data in real time
Context-Aware Detection
Uses advanced, context-aware AI to detect sensitive data — even with typos or mixed languages.
Accuracy-Preserving Masking
Masks PII/PHI without breaking LLM context or reasoning
Asynchronous Masking
Mask sensitive data after ingestion—without interrupting your AI pipeline’s performance.
Policy-Based Unmasking
Role and attribute-based controls ensure only authorized users see sensitive data
Flexible Deployment
SaaS, private cloud, or fully on-premises for data residency compliance
Enterprise Ready
Built to meet the scale, security, and compliance needs of the world’s largest organizations.
How We Compare
See why leading enterprises choose Protecto over alternatives
Feature | Protecto | Others |
Risk Coverage | Full Context Protects sensitive data in prompts, context, APIs, and outputs | Prompts Only |
Context-Aware Detection | Advanced AI models to find Sensitive Data | Limited to simple text patterns |
Accuracy-Preserving Masking | Context intact for LLMs | Breaks AI reasoning |
Policy based unmasking | ||
Asynchronous Masking | ||
Flexible Deployment | ||
Auto Scaling | ||
High availability | ||
Multi-tenancy support |
Why Fortune 500 Enterprises Trust Protecto
4 weeks
vs 6-9 months development
Zero
PHI Leaked
$30-60M
annual revenue enabled
Frequently Asked Questions
How fast can I deploy Protecto for leak prevention?
Does leak prevention impact LLM/agent accuracy?
Can I set policies per agent, user, or data type?
Can Protecto be deployed on-premises or air-gapped?
Can Protecto be deployed on-premises or air-gapped?
Stop AI Data Leaks Before They Stop You
Don't let data leaks derail your AI initiatives. Join 3,000+ enterprises who trust Protecto to secure their AI data flows.
- SOC2 Certified
- HIPAA Compliant
- GDPR Ready
- ISO 27001