Protecting the Data That Drives AI in Snowflake and Beyond
BigID is now available on the Schneeflockenmarktplatz, making it easier than ever for Snowflake customers to discover, classify, monitor, and protect the data powering AI and analytics workloads across their entire data estate. For organizations starting on their Data Security Posture Management (DSPM) journey, BigID offers a free DSPM Native App Zu automate discovery and classification of datasets natively in Snowflake. In addition, the BigID Data Intelligence Platform is also available as a private offer through the Snowflake Marketplace .
As AI initiatives move from experimentation to production, organizations are confronting a hard truth: AI is only as secure as the data behind it. Sensitive data can enter training sets, surface in prompts, or be accessed through unsanctioned AI use cases. As Snowflake customers adopt Cortex, LLM integrations, and advanced analytics, AI systems increasingly consume vast volumes of structured, unstructured, and semi-structured data — often without clear visibility into what that data contains or who can access it.
Without understanding sensitive data and its risk posture, organizations cannot safely scale AI. To innovate confidently, they need Data Security Posture Management to discover, monitor, and protect the data foundation AI depends on.
The AI Adoption Paradox
The pressure to deploy AI is high. Boards are asking about strategy. Teams are building fast.
But many organizations are not prepared to secure AI-driven data.
BigIDs KI-Risiko- und Bereitschaftsbericht 2025 found:
- 93% lack full confidence in securing AI-driven data
- 80% are not ready to comply with emerging AI regulations
- 69% cite AI-powered data leaks as their top concern
- 47% have no AI-specific security controls in place
AI is delivering real value. Without proper data controls, it is also creating real risk.
Why Snowflake Customers Need DSPM
Modern data environments create four compounding challenges:
- Volume – Explosive data growth across cloud, SaaS, and AI systems
- Velocity – Continuous creation, copying, and sharing of data
- Variety – Expanding data types and regulatory requirements
- Vulnerabilities – More data and more access equals greater risk
Traditional discovery and classification methods cannot keep pace with AI development cycles.
Organizations need a modern approach. They need an automated, AI-assisted Verwaltung der Datensicherheitsmaßnahmen (DSPM).
BigID + Snowflake: DSPM Built for the AI Data Cloud
BigID delivers industry-leading DSPM for Snowflake environments, helping organizations discover, classify, monitor, secure, and protect sensitive data used in AI workflows. Data classified in Snowflake is correlated with data outside of Snowflake so organizations understand their risk posture across their entire data estate.
By combining Snowflake’s AI Data Cloud with BigID’s data intelligence platform, organizations gain visibility and control over the data powering:
- Snowflake Cortex
- Große Sprachmodelle (LLMs)
- Retrieval-Augmented Generation (RAG)-Pipelines
- Vektordatenbanken
- Advanced analytics workloads
With most AI models consuming unstructured and semi-structured data, BigID provides comprehensive discovery and classification across all data types.
BigID ensures the data used to train, fine-tune, or prompt AI systems is identified, governed, and protected before it introduces risk.
The Four Pillars of DSPM for Snowflake
BigID’s DSPM solution for Snowflake provides four key components to instill confidence in moving AI projects into production. The free Native App delivers Pillar 1 directly inside your Snowflake account; Pillars 2–4 are unlocked with the full BigID Data Intelligence Platform.
1. Entdeckung und Klassifizierung von Daten (Native App + Full Platform)
Discover and classify sensitive data at scale across structured, semi-structured, and unstructured data in Snowflake using patented, AI-driven classification. BigID combines NLP and NER, pattern-based detection, exact value matching, identity-aware context, and trainable classifiers to precisely identify sensitive data.
2. Data Insights & Context (Native App + Full Platform)
Transform discovery results into actionable intelligence by correlating sensitive data with access, activity, location, data type, and risk signals. Understand what data matters most — and where exposure exists.
3. Activity Monitoring (Full Platform)
Continuously monitor access to sensitive data in Snowflake environments. Detect suspicious usage activity, identify over-privileged users and overexposed data, and surface high-risk access patterns.
4. Data Protection & Remediation (Full Platform)
Automate masking, tagging, encryption, deletion, and remediation — including native masking directly in Snowflake. Prioritize and proactively reduce risk using data risk scoring.
Together, these capabilities help organizations build trust in AI outputs while reducing exposure during AI development and deployment.
BigID Named a Leader in the Forrester Wave™ for Data Discovery & Classification
BigID was recently named a Leader in The Forrester Wave™ for Sensitive Data Discovery & Classification (2026), recognizing its strength in accurately identifying sensitive data at scale with deep context across structured and unstructured data. These same capabilities now extend to and power DSPM for Snowflake.
Use Cases for Snowflake Customers
Healthcare & Insurance
Locate PHI inside member, claim, and prescription tables before exposing them to Cortex or downstream LLM pipelines. Surface free-text claim notes containing patient names, SSNs, and diagnosis codes that traditional scanners miss.
Finanzdienstleistungen
Discover credit card numbers, bank account details, and tax IDs across customer, transaction, and KYC tables. Achieve industry compliance including GLBA, FINRA, SOX, and other regulations.
Einzelhandel & E-Commerce
Scan customer profiles, payment, and loyalty tables for PII and PCI data. Comply with PCI DSS information security standard.
AI/ML Teams
Classify training and feature-store tables before they’re consumed by Cortex, RAG pipelines, or vector databases. Catch sensitive data before it lands in a model.
Compliance und Audit
Generate a queryable inventory of sensitive data across Snowflake to support GDPR, CCPA, HIPAAund PCI-DSS audit evidence — without copying regulated data out of your environment.
Get Started on the Snowflake Marketplace
BigID offers two ways to get started directly through the Snowflake Marketplace — a free Native App for fast, native discovery and classification, and the full Data Intelligence Platform for enterprise-scale DSPM.
BigID DSPM Native App
Available directly on the Snowflake Marketplace, the BigID DSPM Native App is the only DSPM solution that classifies sensitive data natively inside your Snowflake account — with zero data egress.
Features & Benefits
- One-click install from the Snowflake Marketplace — no procurement, no infrastructure, no separate compute to provision
- Automatisierte Datenermittlung — detects over 500 types of data classes, and more across structured and free-text columns
- Built-in Streamlit dashboard for browsing scan history, filtering findings by data class, and exporting to CSV
- Native consent model — you grant exactly which tables the app can read via standard Snowflake GRANT statements, fully visible in INFORMATION_SCHEMA
- Findings stored as native Snowflake tables (results.scan_runs, results.classification_findings) — query them directly, wire them into existing dashboards, alerts, and access-policy workflows
- No data ever leaves the customer’s Snowflake account. Other DSPMs copy customer data out to an external account.
- Free for 14 days — with no commitment
Data discovery and classification is the foundation of secure AI adoption. The Native App is the fastest way to get started.
BigID Data Intelligence Platform (Private Offer)
For organizations that need enterprise-scale DSPM, the full BigID platform is available via Private Offers on the Snowflake Marketplace. BigID software and renewals can be purchased using Snowflake credits through the Marketplace Capacity Drawdown (MCD) Program.
Zu den Fähigkeiten gehören:
- Comprehensive discovery and classification across structured, semi-structured, and unstructured data — inside and outside Snowflake
- Überwachung der Datenaktivität
- Vulnerability detection
- Automatisiert Sanierung und Löschung
- Native masking within Snowflake
- Datenaufbewahrung and policy enforcement
Secure the Data Behind Your AI
Whether you’re:
- Ermöglichen GenAI in Snowflake Cortex
- Preparing data for cloud migration
- Reinigung AI training pipelines
- Stärkung compliance posture
BigID delivers data and AI security at scale — directly within Snowflake and across an organization’s entire data estate.
Mehr erfahren
Vereinbaren Sie eine 1:1-Demo to see how BigID accelerates DSPM in Snowflake
Download the Snowflake Solution Brief to explore how BigID enhances AI data security
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