Cybersecurity / Decision support / 2025
SharkLens
Created by Vanya Sahi, SharkLens turns complex network activity into clear, business-relevant threat intelligence for leaders who need to know what matters and what to do next.
The problem
Organizations generate enormous volumes of highly technical network data, but small business leaders and executives often cannot understand what it means or what to do next.
Product concept
An educational platform, executive decision-support tool, visibility enhancement system, and interpretation engine for cybersecurity data.
AI / technology
Users upload a Wireshark capture and receive plain-English insights, a threat heat map, severity context, and personalized risk visibility for their organization. Large language model reasoning acts as the translation layer.
Leadership perspective
SharkLens demonstrates the product challenge beyond anomaly detection: prioritizing what matters, communicating uncertainty, designing for two user segments, evaluating model responses, and making intelligence understandable, actionable, and trusted.