Lepide Data Classification vs Teleskope Understand

Lepide Data Classification scans unstructured data to find and classify sensitive information such as PII, PHI, PCI, and intellectual property. It offers hundreds of predefined criteria sets for locating sensitive data and mapping it to compliance mandates, and users can create custom classifications. Supported sources include Windows File Server, NetApp Filer, Exchange, SharePoint, OneDrive, Dropbox, Linux, Unix, NAS, and cloud storage. The product can classify data incrementally as it is created or modified after an initial scan, and Lepide describes identifying sensitive data at creation for persistent classification. It can score data by content risk, add context through proximity scanning, and provide visibility into access and user activity. Classified data can also be used with predefined threat models for detection and automated response. Lepide Identify can schedule Windows File Server PII searches for DSAR, right-to-be-forgotten, and eDiscovery requests. Deployment is hybrid; the DDC Agent requires a Windows system and an accessible Microsoft SQL Server database. Pricing is quote-based, and a 15-day trial includes 24x5 Full Support evaluation assistance.

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.