Ground Labs Enterprise Recon vs Teleskope Understand

Ground Labs Enterprise Recon discovers and manages sensitive data across structured and unstructured environments to support compliance and data security. It scans on-premises platforms, databases, email, archive storage, cloud services, endpoints, and file servers. Ground Labs says the product includes more than 300 preconfigured personal data types and allows custom patterns. Remediation options include redaction, secure erasure, quarantine, and encryption. Enterprise Recon integrates with Microsoft Purview for persistent classification metadata and provides ODBC integration with compatible applications and business intelligence platforms for analytics. Its PII and PRO editions include a RESTful API for reports, match-location data, remediation actions, and workflow automation. Documented security controls include two-factor authentication, password policies, user roles and permissions, and IP address access controls. Local agent operating systems include Windows, Linux, macOS, FreeBSD, AIX, and Solaris. The product lists requirements including PCI DSS, GDPR, HIPAA, CCPA/CPRA, Singapore PDPA, and others. Licensing limits depend on the model and may use data-volume allowances or target-count and scanned-volume limits. Pricing is on request.

Teleskope Understand classifies sensitive information across an organization’s data environment. It uses machine learning, large language models, and small language models to identify PII, PCI data, PHI, secrets, tokens, and business-specific sensitive types. Classification can consider document context, access, business profile, and risk appetite. Prism classifies whole documents and can find documents resembling known sensitive examples without predefined rules. Understand maps human, external, personal, and service identities to the sensitive data they can access and ranks those identities by risk. Its event-driven architecture identifies new data and reclassifies changed data in real time; Teleskope says it scans every file rather than sampling. Coverage includes databases, warehouses, cloud storage, SaaS, code repositories, logs, APIs, and collaboration tools. Listed connectors include Slack, Snowflake, SharePoint, OneDrive, OpenAI, Google Drive, GitHub, Databricks, Box, and AWS services. Deployment options are air-gapped, single-tenant SaaS, or Teleskope-managed. Pricing is on request, and the API supports custom integrations for non-standard systems.