https://voiceaifailures.com/ Voice-AI forensics — hallucinations, word error rate, mispronunciation and language-switching failures, and how to fix them. India, Singapore, UAE and APAC. en-IN Tue, 14 Jul 2026 00:00:00 +0530 https://voiceaifailures.com/ vaf-pilot-to-production Mon, 13 Jul 2026 09:00:00 +0530 Pilots pass because they test the happy path. Production breaks on accents, cross-talk and the long tail — here is the gap, and how to close it before launch. https://voiceaifailures.com/ vaf-stack-checklist Mon, 13 Jul 2026 09:00:00 +0530 Latency budgets, barge-in, endpointing, function-call reliability and telephony quality — the specs that decide whether your agent survives real calls. https://voiceaifailures.com/ vaf-containment-vs-resolution Mon, 13 Jul 2026 09:00:00 +0530 Deflection vs. containment vs. verified resolution — how to measure true autonomous resolution and the denominators vendors quietly change. https://voiceaifailures.com/failures.html vaf-wall-of-shame Mon, 13 Jul 2026 09:00:00 +0530 A live wall of real, funny voice-AI failures from India and beyond — hallucinations, loops and language-switch fails. Submit your own.