TLDR Understanding NHI security vs secrets management starts with recognizing that the two disciplines protect different layers of the same problem. Secrets management answers “where is the credential, who can retrieve it, and when does it rotate?” NHI security answers…
TLDR The best sensitive data discovery tools in order of fit: Spirion for on-premises file share depth, Varonis for unstructured data with behavioral context, BigID for data inventory programs at scale, Cyera for agentless cloud-first scanning, Securiti for privacy and…
TLDR Understanding the AI-SPM vs DSPM distinction matters because these two categories cover adjacent but distinct surfaces. DSPM finds and classifies sensitive data across cloud environments and enforces access policy at the data layer. AI-SPM inventories AI models, agents, pipelines,…
TLDR Browser DLP tools enforce data loss prevention controls directly inside the browser session, covering paste, in-page typing, file uploads, and rendered content capture that endpoint agents cannot see. The vendors covered here include Microsoft Purview, Island, Menlo Security, Strac,…
AI security investigation platforms automate cross-source evidence gathering after an alert clears triage. They query EDR, identity, network, and cloud telemetry in parallel, correlate findings into a structured timeline, and surface a defensible evidence package. The best ones do this…
The best agentless DSPM platforms for multi-cloud environments are Wiz, Orca Security, Cyera, Sentra, Securiti, Proofpoint Data Security (formerly Normalyze), Symmetry Systems, and Laminar (now part of Rubrik). Each connects via cloud provider APIs or mounted snapshots rather than installed…
The best ASPM platforms for ai generated code security tools evaluation are Semgrep, Checkmarx One, Snyk, Apiiro, Cycode, Endor Labs, Aikido Security, Ox Security, and GitHub Copilot Autofix. Each addresses a different part of the AI code risk chain: static…
Workload identity security covers the mechanisms that give software workloads verifiable, cryptographic identities so they can authenticate to other services without long-lived secrets. The field spans open standards like SPIFFE/SPIRE, cloud-native services like AWS IAM Roles for Service Accounts and…
The nine DSPM platforms best suited for Snowflake security are BigID, Cyera, Securiti, Sentra, Satori, Immuta, Varonis, ALTR, and Proofpoint (via the Normalyze connector). Each connects to Snowflake natively, classifies sensitive data without exporting rows, resolves Snowflake’s role hierarchy into…
The best CTEM platforms are XM Cyber, Tenable One, and Cymulate for teams that need broad stage coverage; Zafran and Nagomi for organizations that want to extract more signal from existing scanner investments; and Pentera or SafeBreach for teams whose…
