Aug 16, 2026

MolVaani (मोलवाणी) is the project name. Mol is the Indian sauda — price, Vaani is spoken voice.

agora conversational ai voice ai sales agent negotiation rtc adaptive ai handoff real-time echosphere molvanni

MolVaani (मोलवाणी) is a live Agora Conversational AI sales agent built for how Indian buyers actually talk: interrupt, bargain, switch from pricing to competitor to seats, then ask for a demo.

Mol = the sauda — price, seats, objections. Vaani = spoken voice. Maya, the agent, qualifies on a real Agora RTC call, not a script and not a chatbot with speech bolted on. The buyer can barge in. MolVaani remembers what was said, retrieves pricing and catalog, compares Slack or Teams, writes a CRM lead, and either books an IST demo or warm-transfers a human specialist with full conversation context.

Agora is the real-time voice layer (turn-taking, interruption, STT/LLM/TTS). Our server only issues tokens, starts and stops the agent, and serves tools. Audio never leaves Agora.

Live path we show: pricing first → interrupt for competitor → change seat count → enterprise demo → CRM outcome or human handoff.

GitHub: https://github.com/krabhi75/aetherclose

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