Community Blog

Community Blog

Aditya Vikram Kashyap

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Inside the Room Where Ideas Become Reality: My Experience Judging Innovate DTCC AI Hackathon

A single threat investigation in a financial institution can take six hours. Sometimes more. An analyst sits across multiple dashboards, manually pulling signals from firewalls, endpoints, identity systems, and proxies, trying to stitch a coherent picture together before the window closes. By the time that picture is clear, the damage may already be done. And the analyst who built it is a little more burned out than they were yesterday.

This is not a hypothetical. This is Tuesday in most security operations centers across financial services.

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