---
title: "Discussion on \"How We Built Sahaayak: A Voice-First AI Copilot in 9 Days\" | Hashnode"
description: "Discussion on \"How We Built Sahaayak: A Voice-First AI Copilot in 9 Days\". Inside Sahaayak’s production-minded architecture: deterministic eligibility, evidence-only RAG, multilingual voice, low-bandwidth access, safety controls, and human handoffs."
url: "https://hashnode.com/posts/how-we-built-sahaayak-a-voice-first-ai-copilot-in-9-days/6a9700ecc292e501da2e69a8"
---

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# [How We Built Sahaayak: A Voice-First AI Copilot in 9 Days](https://subramanyarao.hashnode.dev/how-we-built-sahaayak-a-voice-first-ai-copilot-in-9-days?utm_source=hashnode&utm_medium=feed)

Inside Sahaayak’s production-minded architecture: deterministic eligibility, evidence-only RAG, multilingual voice, low-bandwidth access, safety controls, and human handoffs.

Sep 1 · 33 min read · subramanyarao.hashnode.dev  
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## Written by

[Subramanya M Rao](https://hashnode.com/@Subramanya11)

@Subramanya11 · Bangalore, India

  
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Tech Enthusiast | Keen Learner

Sr Software Engineer - All things web and mobile

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