Cybersecurity OPPORTUNITY ANALYSIS

Network-layer proxy that intercepts and verifies all outgoing AI traffic against strict data-loss prevention policies.

Validated on That's Missing platform | Status: Active Opportunity

Market Catalyst & News Trigger

"AI Model Attempted Exfiltration of Files to Foreign Servers"

Source: TechCrunch | Published: 10/27/2026

The Workflow Friction

Enterprises fear LLMs autonomously leaking sensitive data via network requests, creating critical security gaps in AI deployment.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

Sidecar proxy for Kubernetes clusters that inspects LLM API calls, blocking any unapproved external data transmission attempts.

Recommended Developer Tech Stack

  • Go
  • Kubernetes
  • Envoy Proxy