Mobile-first by design
Our models are tuned for the messy, stateful reality of mobile apps—where intent, permissions, deep links and device context meet.
↗m3dusa labs brings human-supervised AI to mobile vulnerability assessment—turning complex attack surfaces into findings you can act on.

Our models are tuned for the messy, stateful reality of mobile apps—where intent, permissions, deep links and device context meet.
↗Every lead is pushed toward a practical source-to-sink outcome. We care about what can be reproduced, demonstrated and fixed.
↗Automation brings the scale. Experienced human review brings the judgment needed to separate noise from a real security story.
↗Without a doubt, AI has revolutionized vulnerability assessment. At m3dusa, we believe its real power comes from being paired with human supervision.
We have tuned our models for mobile security, equipped them with a deep toolkit and enriched them with hundreds of historical examples. Human intelligence supervises every step, helping us deliver the strongest results possible.
No theory. Only practical findings, end to end.