AI Diagnostic | SonaVyx

SonaVyx AI Diagnostic analyzes your measurement data -- frequency response, phase alignment, coherence, reverberation time, speech intelligibility metrics, and more -- and translates raw numbers into actionable insights. Instead of staring at graphs and trying to interpret what is wrong, let AI identify the problems, rank them by severity, and tell you exactly how to fix them. Whether you are commissioning a new install, troubleshooting a touring rig, or optimizing a house of worship system, the diagnostic tool accelerates your workflow and catches issues that manual analysis might miss.

Two Analysis Modes

The Quick mode uses a rule-based engine that runs entirely in your browser. It checks for common problems such as excessive low-frequency buildup, comb filtering artifacts, poor coherence in specific frequency bands, and misaligned arrival times between speaker zones. Quick mode is free, fast, and requires no internet connection after the page loads. The Full mode sends your data to the SonaVyx AI backend, where a large language model trained on audio engineering knowledge performs a deep analysis. It considers the relationships between multiple measurement parameters simultaneously, identifies subtle issues, and produces detailed EQ, gain, and delay recommendations. Full mode requires a SonaVyx Pro subscription.

System Health Score

The centerpiece of the diagnostic report is the System Health Score -- a single number from 0 to 100 that summarizes the overall quality of your sound system's performance. The score is computed from six weighted categories: Frequency Balance examines how flat and even your frequency response is; Phase Alignment checks for destructive interference between drivers or speaker zones; Coverage Uniformity evaluates consistency across multiple measurement positions; Noise Floor assesses signal-to-noise ratio and identifies noise sources; Reverberation analyzes RT60 and early reflection patterns; and Equipment Match compares measured performance against manufacturer specifications. Each category gets its own sub-score, so you can quickly see where the weakest links are.

Problem Detection and Recommendations

Below the scores, the diagnostic lists every detected problem as a card sorted by severity. Critical issues (red) are things that must be fixed immediately -- a blown driver, a phase-reversed cable, or a feedback-prone frequency. Warnings (amber) are issues that degrade performance but may be acceptable in some contexts -- minor comb filtering, slightly elevated noise floor, or non-optimal crossover alignment. Informational items (blue) are suggestions for improvement that may not be strictly necessary. Each problem card expands to show a detailed description and a specific recommendation. For example, instead of just saying "low-frequency buildup detected," the AI might recommend "Apply a -4.5 dB cut at 125 Hz with Q 2.0 on the left subwoofer output to reduce low-frequency buildup caused by boundary coupling with the stage-left wall."

EQ Curve Overlay

When the AI recommends equalization changes, they are visualized as an EQ curve overlay. Each recommended band is shown as a dot on a frequency axis, with position indicating the frequency and vertical offset indicating the gain adjustment. The band list below provides exact frequency, gain, Q factor, and filter type (peak, low shelf, high shelf, or notch) values that you can punch directly into your system processor or mixing console. This eliminates guesswork and ensures that the AI's recommendations translate precisely to your equipment.

Workflow Integration

The AI Diagnostic tool integrates seamlessly with the rest of the SonaVyx platform. Start by running a Transfer Function measurement to capture your system's response. The measurement data flows directly into the diagnostic engine. If the diagnostic identifies an equipment-related issue, jump to the Equipment Scanner to verify the gear in question. After applying the recommended corrections, re-measure and re-diagnose to confirm the improvement. This iterative measure-diagnose-correct loop is the gold standard for professional sound system optimization, and SonaVyx makes it faster and more accessible than ever before.