Methodology

How ZimonAI Works

From questionnaire to PDF report — here's exactly what happens behind the scenes when you run a diagnosis.

The Process

Three steps. One report.
Zero guesswork.

Our diagnostic pipeline combines hardware database matching with AI risk modeling to give you lab-grade insights — without a lab.

01
Step 01 — Input

Answer 5 Quick Questions

You tell us your device model, charger brand and wattage, cable type, battery health, and any symptoms you've noticed. No hardware inspection needed — just what you know.

The entire questionnaire takes under 2 minutes and is completely free. Your answers form the foundation of your personalized risk profile.

What we ask: Device model · Charger brand & wattage · Cable source · Battery age · Any symptoms (heat, slow charging, etc.)
02
Step 02 — Analysis

AI Cross-References 4,200+ Profiles

Our AI model instantly cross-references your configuration against our certified hardware database — built from real lab testing, manufacturer specs, and safety certifications (UL, CE, RoHS).

The model checks for voltage ripple risk, thermal compatibility, charging protocol mismatches, and cable integrity indicators. It generates a risk score from 0–100.

What the AI checks: Voltage ripple thresholds · Thermal envelope compatibility · Charging protocol (PD, QC, MagSafe) · Cable resistance rating · Battery chemistry match
03
Step 03 — Report

Receive Your PDF Safety Report

Within 48 hours, a detailed PDF report lands in your inbox from lab@zimonai.com. It includes your risk score, a breakdown of each risk factor, and specific product recommendations tailored to your setup.

Reports are clear, jargon-free, and actionable. No PhD required to understand what to do next.

What's in the report: Risk score (0–100) · Factor-by-factor breakdown · Compatibility rating · Specific charger & cable recommendations · Safety certification summary

The Technology

What's under the hood.

Our diagnostic engine is built on years of hardware testing and a constantly growing certified database.

Voltage Ripple Monitor
Real-time waveform analysis comparing your charger's output profile against safe operating thresholds for your specific device.
Thermal Signature Analysis
Component-level heat mapping to identify whether your charger-device combination risks thermal runaway or sustained overtemperature operation.
Hardware Compatibility DB
4,200+ certified device and charger profiles drawn from manufacturer specs, independent lab tests, and ongoing community verification.
Safety Certification Engine
Automated cross-referencing against UL, CE, and RoHS certifications to flag uncertified components in your charging setup.

FAQ

Common questions.

Is the assessment really free?
Yes. The questionnaire and risk score preview are completely free. You only pay for the full PDF report, which contains the detailed breakdown and product recommendations.
Do I need to send in my hardware?
No. Everything is done digitally based on your device and charger model information. No shipping, no lab visit required.
How accurate is the diagnostic?
Our AI achieves 99% accuracy against verified lab benchmarks. The model is continuously updated with new certified profiles and real-world testing data.
How long does the report take?
Most reports are delivered within 24–48 hours. You'll receive an email from lab@zimonai.com when your report is ready.
What devices do you support?
We support MacBooks, iPhones, iPads, Android flagships, Windows laptops, and USB-C devices from all major manufacturers. Our database covers 4,200+ certified profiles.
Is my data safe?
Yes. Your data is encrypted in transit and at rest. We never sell your information to third parties. See our Privacy Policy for full details.