RTRaftLabs Teaminraftlabs-the-current.hashnode.dev·3d ago · 6 min readMost Companies Don't Need a Voice AI Vendor. They Need a Voice AI Specialist.There's a common assumption in enterprise software today: if a company builds AI products, it can probably build voice AI too. On the surface, that sounds reasonable. Voice AI uses large language mode00
MSManu Shuklainecorpit.hashnode.dev·4d ago · 15 min readGPT Transcribe vs GPT Live Transcribe: cost, accuracy and when to use each (2026)GPT Transcribe vs GPT Live Transcribe: cost, accuracy and when to use each (2026) Summary. On 28 July 2026 OpenAI released two speech-to-text models in its API: gpt-transcribe, for recorded files and 00
RTRaftLabs Teaminraftlabs-the-current.hashnode.dev·4d ago · 5 min readThe Biggest Voice AI Decision Isn't Which Platform You ChooseThe Voice AI market has become crowded remarkably fast. Every vendor promises lower latency. More natural voices. Better multilingual support. Simpler integrations. Lower pricing. From the outside, it00
JNJoshua Nwachinemereinjoshua-nwachinemere.hashnode.dev·5d ago · 16 min readThe Two Boundaries Where Voice Agents Quietly Corrupt StateThe row that shouldn't have been there Start with a deliberately hypothetical debugging fixture: no customer, no production system, and no executed state test. The expected result is one Thursday-afte00
MSManu Shuklainecorpit.hashnode.dev·5d ago · 14 min readGPT-Live's full-duplex voice: 4 things it changes for AI voice agents (2026)GPT-Live's full-duplex voice: 4 things it changes for AI voice agents (2026) Summary. OpenAI released GPT-Live on 8 July 2026, a voice model that listens and speaks at the same time instead of taking 00
ETEcosmob Technologyinecosmobvoipexpert.hashnode.dev·Jul 27 · 9 min readAI-to-Human Handoff on Asterisk and Kamailio: Escalation Patterns That Survive ProductionBuilding a voicebot that handles FAQs or looks up a delivery status is the part everyone gets right. What separates a real enterprise system from a demo is the moment the bot hits the edge of what it 00
RTRaftLabs Teaminraftlabs-the-current.hashnode.dev·Jul 21 · 5 min readThe Budget Meeting Didn't End With a NumberThe operations director walked into the meeting with a budget already in mind. Around $40,000. Maybe $50,000 if the business case looked strong. The finance team wanted a single number they could plug00
Mmarcuscheninvoicelatency.hashnode.dev·Jul 19 · 17 min readTen days before launch, our voice agent kept cutting users off: an end-of-turn detection war storyTL;DR. Our phone voice agent kept interrupting people. We had shipped end-of-turn detection as a single silence timeout: if the caller went quiet for 700 milliseconds, the agent decided they were fini00
MSManu Shuklainecorpit.hashnode.dev·Jul 20 · 16 min readAI voice agent costs in India in 2026: ₹2 to ₹12 a minute plus 7 fees nobody quotesAI voice agent costs in India in 2026: ₹2 to ₹12 a minute plus 7 fees nobody quotes Summary. Published per-minute rates for voice AI in India sit between ₹2 and ₹12 as of 2026, with ₹3 to ₹6 the most 00
Mmarcuscheninvoicelatency.hashnode.dev·Jul 19 · 16 min readA caller told our voice agent to ignore its instructions, and it did. The guardrail that fixed it had a 20 millisecond budget.Real time safety on a phone call is a latency problem before it is a safety problem, and most guardrail writeups forget that. Here is the incident, the tools I weighed, and what I shipped. TL;DR. A ca00