Hi Sam! A timely breakdown. Have been following the space as well. The opportunity is to build compliance and predictive tools that are trained on firm data to automatically comply while at the same the AI system can understand where risk lies in real time to ensure it alerts. AML compliance is one of the interesting areas.
I write a blog on LegalTech analyzing startups and identifying opportunities for building. Would love to get your thoughts!
Attackers don’t wait for governance, procurement cycles, or model validation. They iterate fast, deploy faster, and exploit gaps the moment they appear.
Meanwhile, most institutions are still thinking in terms of upgrading detection, not redesigning execution. That’s why the gap is widening.
Hi Sam! A timely breakdown. Have been following the space as well. The opportunity is to build compliance and predictive tools that are trained on firm data to automatically comply while at the same the AI system can understand where risk lies in real time to ensure it alerts. AML compliance is one of the interesting areas.
I write a blog on LegalTech analyzing startups and identifying opportunities for building. Would love to get your thoughts!
https://harshithviswanath.substack.com/p/three-legaltech-whitespace-plays?r=4y4gfu
Appreciate it. That asymmetry is the real issue.
Attackers don’t wait for governance, procurement cycles, or model validation. They iterate fast, deploy faster, and exploit gaps the moment they appear.
Meanwhile, most institutions are still thinking in terms of upgrading detection, not redesigning execution. That’s why the gap is widening.