Karambit.AI is a software supply chain security tool that performs static analysis on software binaries to detect and verify behavioral integrity prior to deployment, without requiring access to source code. Core functionality: - Generates a "Software Bill of Behaviors" (SBBoB) that maps the behavioral profile of software components - Performs comparative analysis of software updates over time to establish a baseline of normal vs. abnormal behavior - Detects malicious code injections by identifying anomalous behavioral intents and newly added capabilities - Operates without source code, analyzing compiled binaries or software artifacts directly Key use cases: - Pre-deployment security validation to catch hidden or malicious behaviors before software reaches production - Software supply chain integrity verification, identifying intended and unintended changes between versions - Compliance support by providing transparency and visibility into software component behaviors - Accelerating software update cycles by automating behavioral analysis and reducing manual review time The tool is positioned for organizations managing third-party or commercial software where source code is unavailable. It complements traditional static analysis tools by focusing on behavioral change detection across software versions rather than purely signature-based or syntax-level analysis.