The Canadian Centre for Cyber Security, like many other organizations, faces an escalating volume of increasingly complex malicious files, placing pressure on cybersecurity teams to conduct rapid and accurate analysis at scale. Efficiently processing and prioritizing large inflows of files while minimizing manual reporting and cognitive load is critical for maintaining effective cyber defence. Solution: To address this, the Canadian Centre for Cyber Security developed Assemblyline, an open-source automated malware analysis and triage system used by defenders across government, industry and academia. It integrates more than 50 analytic services and offers a scalable infrastructure capable of handling millions of files daily. Since 2024, the Cyber Centre has added AI-driven summarization enhancements to Assemblyline, making this capability available to the broader open-source user community. This feature streamlines manual reporting and helps translate technical findings into actionable intelligence.