Seclore has announced a strategic integration between its ARMOR Data Security Posture Management (DSPM) platform and Glean, an enterprise artificial intelligence platform.
The collaboration connects Glean’s contextual data graph with Seclore ARMOR DSPM to streamline data sensitivity classification, provide automated remediation tools, and write persistent security labels directly into source files. Designed to serve highly regulated markets-including financial services, healthcare, legal, and public sector organizations-the joint platform speeds up enterprise AI deployment by enforcing continuous data security and regulatory controls.
Context-Aware Classification Engineered for Real-World Workflows
Glean’s Enterprise Graph catalogs organizational data across enterprise systems, mapping the operational relationships between content, employees, and workflows. Seclore’s ARMOR DSPM engine analyzes document content and metadata directly from Glean’s indexed data, assigning sensitivity tags, identifying information types, and calculating exposure risks based on actual file composition.
Rather than launching duplicate discovery scans over fragmented data subsets, Glean users obtain unified data classification across their entire indexed footprint. This contextual intelligence automatically feeds continuous compliance mapping for global privacy frameworks, such as GDPR, HIPAA, and India’s DPDP Act.
Also Read: EPAM Partners with Wiz to Accelerate Continuous Cloud and AI Security Remediation Across Multi-Cloud Infrastructure
Integrated Remediation and Persistent Security Controls
This is achieved by extending the data security to risk management. Upon identification and classification of the sensitive data by ARMOR DSPM, one may be able to initiate the automated remediation playbooks using the ARMOR platform.
File Level Encryption & EDRM: Provides controls for file level Enterprise Digital Rights Management (EDRM), which ensures encryption and usage rights persist with data regardless of where it moves – internally, cloud and externally to recipients.
Dynamic Access Enforcements: Ensures context aware dynamic access enforcements that limit access, view, share or edit based on sensitivity of data and permissions of user.
Cross Platform Label Persistence: Metadata label will be written into source file. The security label will be preserved during indexing changes, file migrations, native application and searches in Glean.
Key Advantages for Regulated Industries
• Accelerated Enterprise-Wide Classification
Bootstraps sensitive data identification using Glean’s existing indexes, deploying targeted remediation connectors only where active enforcement is needed.
• Unified Protection Model
Combines posture management, data discovery, and EDRM encryption into a single control stack, converting visibility into automated security.
• Continuous Audit & Compliance Verification
Maintains real-time regulatory alignment, providing defensible compliance audit trails across the entire enterprise data footprint.
“Glean has built the industry’s most comprehensive enterprise AI platform, and the enterprise context graph at its core indexes data across every system the enterprise relies on. With ARMOR, Glean customers get sensitivity classification across that same breadth, EDRM-based protection that travels with the file, and a defensible compliance posture that holds up across regulators. For regulated industries, that means a faster path from identification to control,” said Dr. Vishal Gauri, CEO, Seclore.
“Regulated industries want to move faster with AI, but they also need confidence in how sensitive information is handled. By combining Glean’s enterprise context layer with Seclore ARMOR, customers can identify important data with more context, connect those insights to the right controls, and bring AI into more regulated workflows with greater confidence. It’s a strong example of how Glean’s ecosystem helps customers bring trusted AI into more regulated, high-value workflows,” said Zubin Irani, VP of Partnerships, Glean.