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Text to Analytics

TALK TO YOUR DATA. SECURELY.

Protegrity’s Text to Analytics lets business users and analysts ask complex questions of structured data in plain language — and get instant, accurate answers without compromising security. Instead of waiting weeks for SQL queries or engineering support, teams can unlock insights in seconds, with sensitive data automatically protected by Protegrity.
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WHAT YOU NEED TO KNOW ABOUT Text to Analytics

What It Is

Text to Analytics combines natural-language querying with Protegrity’s embedded data protection, translating plain-language questions into high-performance analytics queries, returning results instantly while respecting each user’s access privileges.

When to Use It

Text to Analytics provides fast, secure access to insights buried in relational databases. Fraud and risk teams can surface anomalies in real time, supply chain managers can assess vendor performance on demand, and marketing or sales teams can quickly uncover customer trends — all without writing a line of SQL.

Why It Matters

Text to Analytics democratizes access, empowering business teams to get the insights they need directly, without compromising sensitive data protection or compliance. The result: faster, smarter decisions across the business, with security built in.

The Protegrity Advantage

Why our Text To Analytics Is Different

Unlike generic LLMs or legacy text-to-SQL tools, Text to Analytics is built for enterprise-grade AI security:
01
Platform-Agnostic
Works across Snowflake, Databricks, and beyond—not tied to a single vendor.
02
Knowledge Graph
+ DSL
The knowledge graph stores metadata and relationships—never raw sensitive data—so teams get context for accurate queries without exposing anything sensitive.
03
Federated Protection
Even when customer IDs or account numbers are tokenized, queries run seamlessly — and only authorized users see the original values.
04
Rapid Deployment
Existing Protegrity customers can activate Text to Analytics in hours, not months.

    How Text To
    Analytics WORKS

    Ask
    A user types a natural-language question.
    Interpret & Translate
    Bodo’s PyDough engine interprets the query using an LLM, grounds it in a knowledge graph, and generates optimized Python and SQL code.
    Execute Securely
    The code runs against a protected database, with Protegrity ensuring sensitive values remain tokenized or encrypted.
    Rehydrate for Authorized Users
    Original values are restored only for users with the right privileges.
    Return Insights
    Results are delivered instantly, with sensitive data always secured.

      When Should You Use Text to Analytics?

      Text to Analytics can accelerate decision-making across countless business scenarios.
      A few key examples include: 
      01
      Fraud Detection & Risk Modeling
      Spot anomalies and signals faster to stay
      ahead of threats.
      02
      Supply Chain & Vendor Management
      Monitor performance and dependencies
      in real time.
      03
      Sales & Marketing Analytics
      Uncover customer trends and campaign insights without delay.
      04
      Operational Planning
      Empower teams to make faster, smarter business decisions across the enterprise.

        Why Use Text to Analytics?

        Protegrity’s transforms how your organization accesses data insights by removing technical barriers while maintaining enterprise-grade security at every step.

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        Instant Insights

        Replace weeks of SQL requests and reviews with answers in seconds.

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        Democratizes Analytics

        Analysts and decision-makers can ask questions directly—
        no coding required.

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        Embedded Data Protection

        Sensitive data remains protected at every stage, with clear access only for authorized users.

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        Enterprise-Ready

        Scales across teams and use cases, without adding risk or complexity.

        Complete Your AI Security Strategy

        BEYOND TEXT
        TO ANALYTICS: COMPREHENSIVE AI PROTECTION

        Text to Analytics is just one part of Protegrity’s AI security platform. Extend protection across your AI ecosystem with Protegrity’s full range of advanced capabilities.

        Text To Analytics

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

        Enforce dynamic, context-aware controls that block unsafe queries and prevent data leakage in real time.
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        Synthetic Data Generation

        Generate statistically accurate, bias-aware datasets that preserve utility without exposing sensitive information.
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        Find & Protect

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

        Explore Data-Centric Data Protection

        Text to Analytics 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.

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        Governance

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

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        Protection

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

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        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.

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