NEW YORK, April, 2025 /PRNewswire/ — BigID, the leader in data security, privacy, compliance, and AI data management, announces an industry-first capability to label data within vector databases, setting a new standard for AI security and access controls. This latest innovation extends BigID’s industry-leading data labeling, powered by its award-winning data discovery and classification, to a critical and growing AI infrastructure component – vector databases, such as MongoDB Atlas Vector Search and Elasticsearch.
As AI adoption accelerates, organizations increasingly rely on vector databases to store and retrieve high-dimensional data used in AI and machine learning models. However, ensuring secure and responsible AI access requires a new level of precision in data governance. By bringing its advanced data labeling capabilities to vector databases like MongoDB Atlas Vector Search and Elasticsearch, BigID enables organizations to classify, label, tag, and protect sensitive data used in AI applications with unparalleled accuracy and automation.
BigID’s labeling for vector databases enhances AI security and governance by enabling:
- Automated Sensitive Data Labeling: Identify and classify personal, regulated, and proprietary data within vector databases continuously.
- Granular Access Controls: Enforce policy-based access restrictions to prevent unauthorized AI model training or inference on sensitive data.
- Compliance Readiness: Align AI data usage with global privacy regulations such as GDPR, CCPA, and industry frameworks for AI governance.
- Improved AI Model Integrity: Ensure AI applications are built on well-governed, high-quality data to reduce bias and security vulnerabilities.
“BigID has always been at the forefront of data security innovation, and our ability to label vector database data is another industry-first milestone,” said Dimitri Sirota, CEO at BigID. “As organizations embrace AI, they need fine-grained visibility and control over the data fueling their models. By extending our data labeling capabilities to vector databases, we empower businesses to mitigate risks, enforce AI governance, and drive responsible AI adoption.”
This breakthrough strengthens BigID’s position as the most advanced DSPM (Data Security Posture Management) solution in the market, offering a comprehensive approach to discovering, classifying, labeling, and securing all types of enterprise data – including structured, unstructured, and now vector database data.
To learn more:
- See BigID’s Data Activity Monitoring & Cloud DLP in San Francisco at the RSA Conference Booth #N-4528
- Book a demo
- Read more at BigID.com/blog
About BigID
BigID empowers organizations to know their enterprise data and take action for data-centric security, privacy, compliance, AI innovation, and governance. Customers deploy BigID to proactively discover, manage, protect, and get more value from their regulated, sensitive, and personal data across their data landscape.
BigID has earned numerous accolades, including being highlighted as CRN’s top 100 security companies two years in a row in 2024 and 2023, a finalist in CRN’s 2024 Tech Innovator Awards, recognized as the most innovative security company of the year for its AI data security in the 2024 Globee Awards, and named as a “Market Leader Data Security Posture Management (DSPM)” in the 2023 Global InfoSec Awards. Additionally, BigID’s impressive growth earned it a spot on the 2024 Deloitte 500 for the fourth consecutive year, one of CNBC’s Top 25 Startups for the Enterprise, named to the Forbes Cloud 100, and recognized on the 2024 Inc. 5000 for the fourth consecutive year.
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SOURCE BigID
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