Side-by-side comparison of AI visibility scores, market position, and capabilities
Cloud remediation platform correlating security findings across tools and automating root-cause fixes for cloud risk. Palo Alto CA; raised $110M+; Dazz ingests alerts from CSPM, SAST, and container scanners to reduce remediation backlog and MTTR for engineering and security teams.
Dazz is a cloud security remediation platform founded in 2021 and headquartered in Palo Alto, California. The company was founded by Merav Bahat, Tomer Schwartz, and Yuval Ofir, former Microsoft Azure and Intel security executives, to solve a problem that had grown acute as organizations deployed more cloud security scanners: the remediation backlog. Modern security teams ingest findings from dozens of tools — CNAPP platforms, SAST, DAST, SCA, container scanners, and cloud posture tools — but have no unified way to deduplicate, prioritize, or route those findings to the right developers for fixing.\n\nDazz raised $110 million in funding from investors including Greylock Partners, Cyberstarts, and Microsoft's venture arm M12. Its platform connects to all major security scanning tools and the developer toolchain, then uses AI to correlate findings across tools, eliminate duplicates, trace findings to root causes in source code, and generate developer-friendly remediation tickets with context and suggested fixes. The goal is to turn a security team's finding backlog into a prioritized, actionable engineering backlog that developers can work through efficiently.\n\nThe platform's root cause analysis capability is a key differentiator: rather than sending developers individual vulnerability alerts, Dazz identifies that multiple alerts often share a single root cause — such as a misconfigured Terraform module or a vulnerable base image — and creates a single remediation task that fixes many findings at once. Dazz integrates with Jira, GitHub, GitLab, ServiceNow, and major CI/CD pipelines, and supports role-based workflows so security findings route to the appropriate developer or team based on code ownership.
Malwarebytes is an endpoint protection platform offering malware detection, remediation, and EDR for consumers, SMBs, and enterprises across Windows, Mac, and mobile.
Malwarebytes is a cybersecurity company headquartered in Santa Clara, California that provides endpoint protection, detection, and response software to consumers, small and midsize businesses, and enterprises. Founded in 2008, Malwarebytes originally built its reputation as a best-in-class malware remediation tool used to clean up infections that traditional antivirus software had missed — a positioning that grew a massive consumer user base and established the brand as a trusted remediation authority. The company subsequently expanded its product line from a standalone remediation utility to a full endpoint protection platform capable of replacing traditional antivirus, and has extended into EDR, DNS filtering, and incident response capabilities for business customers who need more than reactive cleanup.
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