Diagnostic data of a multimodal enhanced communication system is processed at a central diagnostic service by normalizing detected errors based on modalities, traffic volumes, and/or individual user patterns such that failures can be efficiently and accurately analyzed across the communication system. Configurable thresholds may be used for modality-specific logs, traffic volume normalized errors, and persistent user adjusted results to optimize alerts issued to administrators.