B2B SaaS triage engine using LLMs to filter and verify AI-generated security reports before human review.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"Google froze bug bounty due to AI submissions"
Source: TechCrunch
| Published: 10/5/2026
The Workflow Friction
Security teams are overwhelmed by AI-generated false positives, halting vulnerability discovery and increasing residual risk.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
Slack/Email integration that ingests raw bug reports, executes sandboxed PoCs, and discards invalid AI noise automatically.
Recommended Developer Tech Stack
- Python
- FastAPI
- LangChain