Secure AI and analytics pipelines with Protegrity AI Team Edition
Learn More
Find & Protect

DETECT AND PROTECT SENSITIVE DATA
IN ONE STEP.

Protegrity’s Find & Protect capability unifies two critical AI data protection functions—real-time sensitive data discovery and federated data protection—into a single seamless step. Instead of juggling multiple vendors and brittle integrations, developers can easily embed Find & Protect into their AI pipelines to ensure sensitive data is automatically detected at ingest and output—and secured with embedded data protection that follows sensitive data wherever it flows.
View DemoSCHEDULE LIVE DEMO

WHAT YOU NEED TO KNOW ABOUT Find & Protect

What It Is

Find & Protect solves the AI data protection challenge by unifying context-aware detection with Protegrity’s embedded data protection. One API call does it all: discover sensitive data and apply the right protection—redaction, masking, tokenization, or more—instantly.

When to Use It

Use Find & Protect whenever sensitive data may flow into, across, or out of your AI systems—from chatbots, LLM outputs, and multi-agent ecosystems to model training pipelines, retrieval-augmented generation (RAG), and uploaded documents.

Why It Matters

Find & Protect gives you confidence to build and scale AI by ensuring sensitive data is automatically secured at every stage, from ingest to output. With embedded protection that travels wherever the data goes, you can simplify compliance and accelerate innovation.

The Protegrity Advantage

Why Our Find & Protect IS Different

01
Eliminates Integration Complexity
Replace vendor sprawl and brittle handoffs between detection and protection tools.
02
Context-Aware Detection
Context-aware ML and NLP models sharply cut false positives in unstructured data.
03
Embedded Protection
Security is embedded in the data itself, persisting wherever it flows.
04
Centralized Policies
Control and federate protection consistently across dynamic AI environments.
05
AI-Ready Performance
Built for real-time pipelines and large-scale unstructured and unstructured data processing.
06
Any Cloud, Any Pipeline
Works everywhere—without lock-in.

    How Find & Protects Works

    Ingest
    Data flows into your AI systems from chatbots, document uploads, APIs, or training pipelines.
    Detect
    ML, NLP, and pattern-matching models (including Presidio) scan unstructured and structured data in real time to identify sensitive information across all classes of PII.
    Embedded Safeguards
    Embedded safeguards—masking, redaction, tokenization—are automatically applied.
    Enforce
    Protection persists throughout the lifecycle, across every platform, workflow, and output.

      Why Use
      Find & Protect?

      Find & Protect reduces the complexity of identifying and securing unstructured and semi-structured data by combining intelligent detection with instant protection in a single, powerful solution. 

      Media block image

      Higher Accuracy

      Context-aware detection finds PII others miss.

      Media block image

      Better Compliance

      Reduce risk across dynamic, fast-moving AI systems.

      Media block image

      Simpler Operations

      Replace two vendors and complex integrations with
      one seamless capability.

      Media block image

      AI-Ready Data

      Embedded protection supports non-deterministic AI behavior
      by traveling wherever the data flows.

      When Should You Use Find & Protect?

      01
      Chatbots
      Redact sensitive information before it’s stored
      or displayed.
      02
      LLM Outputs
      Scan and protect responses before they
      reach end users.
      03
      Training Pipelines
      Detect and protect sensitive data before
      model ingestion.
      04
      Multi-Agent Systems
      Guard data shared between autonomous agents.
      05
      Document Uploads
      Protect PII in files before they enter AI systems.
        Complete Your AI Security Strategy

        BEYOND FIND & PROTECT: COMPREHENSIVE AI PROTECTION

        Find & Protect secures data flowing through your AI systems, but comprehensive AI security requires more. Explore Protegrity’s complete AI protection suite to address every stage of your AI lifecycle:

        Text To Analytics

        Ask questions of structured data in natural language, with embedded protection ensuring results stay secure.
        Learn more

        Semantic Guardrails

        Enforce dynamic, context-aware controls that block unsafe queries and prevent data leakage in real time.
        Learn more

        Synthetic Data Generation

        Generate statistically accurate, bias-aware datasets that preserve utility without exposing sensitive information.
        Learn More

        Find & Protect

        Automatically detect and protect sensitive data across ingest, training, and outputs.
        Learn More
        The Protegrity Data Protection Platform

        Explore Data-Centric Data Protection

        Find & Protect is part of the Protegrity Platform—delivering centralized policy control, modular capabilities, and data-centric protection across every stage of the AI pipeline.

        Discovery

        Identify sensitive data (PII, PHI, PCI, IP) across structured and unstructured sources using ML and rule-based classification.

        Learn More

        Governance

        Define and manage access and protection policies based on role, region, or data type—centrally enforced and audited across systems.

        Learn More

        Protection

        Apply field-level protection methods—like tokenization, encryption, or masking—through enforcement points such as native integrations, proxies, or SDKs.

        Learn More

        Privacy

        Support analytics and AI by removing or transforming identifiers using anonymization, pseudonymization, or synthetic data generation—balancing privacy with utility.

        Learn More

        Take the
        next step

        See how Protegrity’s fine grain data protection solutions can enable your data security, compliance, sharing, and analytics.

        Get an online or custom live demo.

        Online DemoSchedule Live Demo