Context Security for Agentic AI

Protect Enterprise Data Across Every AI Interaction

One platform across LLMs, agents, and MCP pipelines. Protecto sits between your enterprise data and every AI system. It detects sensitive information, masks it in real time, enforces who sees what, and logs everything.

Protecto Agentic Ai Security Workflow
Inovalon
Automation Anywhere
Ivanti
Bel Corp
Nokia

Sensitive Data Moves With AI Context. Security Should Too

Traditional security draws a perimeter around data: databases, firewalls, structured folders. AI doesn't respect that perimeter. It pulls data from everywhere, rewrites it into prompts, summaries, and agent actions, and sends it across systems. The data changes form. The sensitivity doesn't. Security needs to follow the context, not the perimeter. Context Security.

Context Security For Agentic Ai
Leading agentic automation platform

“Protecto enabled us to deliver data security, privacy, and compliance for our AI features at scale across 3,000+ enterprise clients, strengthening customer trust in our AI automation solutions.”

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Why Traditional Controls Fail in the AI Era

Your access controls, DLP rules, RBACs, and compliance models were designed for predictable, fixed data flows. AI broke that assumption.

DLP Wasn't Built for This

AI needs data. DLP gives you two options: block it and break AI, or allow it and lose control. You need a third option.

RBAC stops at the source

You control who queries the database or sees files. You don't control what AI does once data enters the reasoning layer. Your RBAC no longer applies.

Compliance roadblocks

GDPR, HIPAA, PDPL, and DPDP assume you know where data lives and how it's used. AI reads, transforms, and moves data across systems in seconds. Your audit trail goes dark.

The Context Security Platform in Action

A lightweight API layer that plugs into your AI stack. No architectural changes. Production-ready in days.

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1

Tokenize at Ingestion

2

RBAC at Inference

3

Prevent Data Leaks

4

Maintain AI Accuracy

Why AI-First Enterprises Choose Protecto

Ship AI faster. Stay compliant. Keep accuracy intact.

Security Without Compromise

Generic redaction destroys context. Protecto’s tokenization preserves semantic meaning. Your LLMs generate accurate responses, even on protected data.

RBAC for AI Agents

Control who sees what at inference time. Sales agents can’t access support data. Analysts see anonymized aggregates. Supervisors unmask when authorized.

Discover & Protect Data

Protecto scans your entire data landscape: prompts, responses, documents, logs. Discovers PII, PHI, and business confidential data without manual tagging.

Proven Compliance and Sovereignty

Stop building compliance infrastructure from scratch. Protecto comes pre-configured with policies, audit trails, and reporting for major regulations. Pass audits faster with zero custom development.

Inovalon - Customer
Leading data-driven healthcare platform

“Protecto enabled our team to harness the full power of AI and analytics while maintaining strict HIPAA compliance and data privacy.

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Leading Enterprises Use Protecto

Real-world deployments protecting sensitive data in AI pipelines

Healthcare & Life Sciences

Leading Insurance Provider used Protecto to enable accurate, efficient claims processing while protecting patient data privacy.


  • HIPAA-compliant AI assistants
  • PHI detection in clinical notes
  • Privacy-preserving RAG for patient data

Full compliance and data protection for PHI masking.

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Data Sovereignty for Banks

A leading Middle East bank used Protecto to deploy Gemini under strict PDPL laws.

  • 100% PDPL compliance achieved
  • Deployed in 3 weeks
  • Zero data egress to public cloud

99%+ detection accuracy and full compliance.

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Access Control for Multi-Agent AI

A global enterprise integrated Protecto to manage data access across multi-agent workflows.

  • Real-time RBAC for AI agents
  • Multi-tenant security policies
  • Centralized access control layer

Secure collaboration across 50,000+ users.

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The Build vs. Buy Analysis Your CTO/CISO Needs

Save 18 months and $500K+ by licensing instead of building. Here's what the math actually looks like.

Features ProtectoGeneric Tools DIY Solution
Time to Production< 1 week3-6 months6-18 months
PII/PHI Accuracy99.9%92-95%85-90%
Context Preservation
(AI accuracy intact)
Multilingual support

50+ languages
Real-Time RBACPartial
Multi-TenancyLimited
On-Premises Option
Auto-Scaling
Compliance ReportingBasic
Context Based Access Control (CBAC)

Key Features

Core capabilities that make Protecto the most advanced AI data security platform

These are the foundational capabilities that directly prevent data leaks and reduce risk in real time.

Risk Agent for GenAI

AI-native, context-aware protection engine.

Context-Preserving Masking

Keeps data safe and useful.

Zero-Trust Policy Enforcement

Data is masked by default — no exceptions.

Entropy-Based Tokenization

Strong anonymization to lower re-ID risk.

These features let you grow fast, plug into existing workflows, and handle real-world production loads.

Multi-Tenancy

Clean separation across org units, customers, or teams.

Asynchronous & Bulk APIs

Ideal for high-throughput workloads like RAG and ETLs.

Seamless Integration

Works with LangChain, CrewAI, model gateways, etc.

Flexible Deployment

SaaS, VPC, or on-prem — your call.

Everything here ties to visibility, auditability, and regulatory alignment.

Role-Based Access to Sensitive Information

Enforce fine-grained identity-based access.

Data Residency & Compliance

Keeps AI use compliant with local and org rules.

Full Auditability

Track exactly who saw what, and when.

Integrate Anywhere in Your AI Stack

RESTful APIs | Python SDK | Deploy in 3 ways.

SaaS Deployment

  • 5-min setup
  • Auto-scaling ready
  • 99.9% SLA

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Hosted on Your Infra

  • Your VPC
  • Full control
  • Custom policies

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On-Premises

  • Air-gapped
  • White-label
  • Zero data egress

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Compatible With

LLM Platforms:
Openai, Chatgpt
Google Gemini Ai
Anthropic Claude
Deepseek
Grok By Xai
Cohere
Orchestrators:
Langchain
Llamaindex
Semantic Kernel
Haystack By Deepset
Databases:
Postgresql
Mangodb
Pinecone
Weaviate
Chroma

AI Changed the Game. Context Security Is the Answer.

Protecto gives you full control over the data layer that powers GenAI - without breaking performance or accuracy.

Protecto SaaS is LIVE! If you are a startup looking to add privacy to your AI workflows
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