AI-Powered PC Crash Diagnostic & Troubleshooting Assistant

The problem described (Win11 PC crashing every 10-15 minutes with colorful lines) is a classic, frustrating, and often difficult-to-diagnose issue for average users, frequently pointing to intermittent hardware or deep software conflicts. While many diagnostic tools exist, interpreting complex logs and correlating events to pinpoint the root cause (especially for intermittent issues) requires expertise. A SaaS product could provide an 'AI-Powered PC Diagnostic & Crash Analysis' tool. This tool would go beyond basic log viewing, using AI/ML to analyze crash dumps, system logs, hardware telemetry (temperatures, voltages, usage) for patterns, and anomalies preceding a crash. It would then offer guided, prioritized troubleshooting steps tailored to the identified potential issues (e.g., specific driver updates, hardware checks, or software conflict resolution). Predictive maintenance features could also alert users to potential failures before they occur. Monetization would be a freemium model, offering basic monitoring free, with a premium subscription for deep AI analysis, predictive insights, and expert-guided repair workflows. This offers significant value to PC users and potentially small IT support businesses by making complex diagnostics accessible and actionable.