ai-coustics Tyto Launched. Your Voice AI Has Two Failure Surfaces — It Only Covers One.

The Monitoring Tool Your Voice AI Stack Has Been Missing

ai-coustics launched Tyto on June 18, 2026. It generates a single risk score for every incoming call, predicting whether audio will cause downstream failures in your STT, VAD, or speech-to-speech pipeline. 30ms latency, CPU-only, on-premise. It covers six input quality dimensions: noise, reverb, loudness, interfering speech, background media, and packet loss. That is genuinely useful. But here is what Tyto cannot tell you: whether the audio your pipeline produces is production-ready. Voice AI has two failure surfaces. Tyto covers one.

Two Failure Surfaces, One Pipeline

Input layer → STT → LLM → TTS → Output layer. Tyto monitors the input layer. The output side — whether audio going out meets your quality, consistency, and brand standards — is a separate problem requiring output scoring, automated quality checks, retry logic when generation fails a threshold, model routing when one provider degrades, and version locking. At 10,000 TTS generations per day across three providers — say ElevenLabs, Cartesia, and a multilingual specialist — manual QA at that volume is sampling, not validation.

A voice AI team that runs Tyto at the input layer and Onepin at the output layer has covered both failure surfaces. Onepin validates every output against your quality checklist, routes retries automatically, and prevents non-compliant clips from shipping across 100+ TTS models. The input side now has Tyto. The output side has Onepin. onepin.ai