AI-Powered PC Stability & BSOD Diagnostic Platform

The user's year-long struggle with frequent and varied Blue Screens of Death (BSODs) despite extensive troubleshooting (new SSD, RAM testing, driver rollbacks, etc.) highlights a significant pain point: diagnosing complex, intermittent PC stability issues. This is a perfect niche for an AI/ML-driven SaaS. The product would consist of a desktop agent that collects system logs, crash dumps, hardware telemetry, and sensor data. A cloud-based AI engine would then analyze this vast dataset to identify patterns, pinpoint potential root causes (e.g., specific driver conflicts, subtle hardware malfunctions, PSU instability), and suggest targeted troubleshooting steps or component replacements. It could offer proactive alerts for deteriorating hardware health. This service would save users immense time and frustration, appealing to gamers, power users, and small businesses. A subscription model for ongoing monitoring and advanced diagnostics would be highly valuable.