Prowler Lighthouse AI vs Skyhawk Synthesis Security Platform - CSPM: Side-by-Side Comparison (2026)

Short answer

Startup and SMB security teams without dedicated cloud engineers should adopt Prowler Lighthouse AI for its AI-driven remediation guidance, which converts compliance findings into actionable fixes developers can implement themselves. The multi-agent orchestration system and native integration with Cursor and VS Code means security issues get resolved where code gets written, not handed off to a backlog. Skip this if you need deep incident response capabilities; Prowler prioritizes continuous monitoring and prevention over post-breach investigation and mitigation. Mid-market and enterprise security teams managing multi-cloud infrastructure will benefit most from Skyhawk Synthesis because its daily-updated ML models detect attack sequences across cloud layers that static configuration scanners miss, catching threats before they chain into incidents. The platform covers four of six critical NIST CSF 2.0 Detect and Respond functions, with particular strength in continuous monitoring and adverse event analysis. Skip this if your organization needs unified CSPM plus identity governance; Skyhawk prioritizes runtime detection over IAM risk and won't replace a dedicated CIEM tool.