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Ansh Sarkar

Software, Physics, P... • 4m

I’ve been diving deep into voice agents, and it’s been an exciting challenge. Automating conversations isn’t just about speech recognition but rather about understanding intent, handling ambiguity, and making interactions feel natural. Trust me that's super tough to achieve. The 3 Pillars of a Great Voice Agent: 1. Latency – Change the base model and... a delay by even a few seconds ruins the experience. Optimizing response time is key. 2. Context Awareness – Users don’t always give full information. The system needs memory and that too, coherent enough to be able to understand previous references. 3. Human-Like Flow – Perfect accuracy isn’t the goal. A good agent handles errors gracefully. The nuance is to understand that a conversation is never perfect and the goal is to make it sound unscripted (because it is). Traditional IVRs frustrate users because they force structured inputs. Voice AI flips this and allows open-ended responses while adapting dynamically. Would love to hear from others working in this space — what’s been your biggest challenge with voice automation? Let's connect 🚀

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Himanshu Kumar Singh

VoIP developer • 1m

After 3+ years building IVR systems, voice campaigns, broadcast and AI-powered voice agents, one thing is clear: voice communication is far from obsolete. It's just waiting for the right innovation. What I’m thinking about lately: Smart IVRs with co

Allison william

Hey I am on Medial • 23d

🗣️ What is an AI Voice Agent? AI voice agents are intelligent systems that can understand, interpret, and respond to human speech—powering everything from customer support bots to voice-enabled apps like Alexa and Siri. 🤖✨ These tools are revoluti

Baqer Ali

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Yes I have made atleast 5 ai agents till date along with llm model integration and using Google search. Ai agents 1) PDF agent basically it analyses the pdfs which are given by the user and provide answers from the pdf only it is very accurate a

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Aj

Hey I am on Medial • 4m

I'm building a horizontal platform which would be a voice agent which would help in handling inbound and outbound calls. Please DM if anyone is interested in building around the same

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anonymous

"Time is the cheapes... • 4m

AI-Powered Voice Agent for Lead Management & Bookings Introducing an AI-powered voice agent that calls leads, schedules appointments, and directs them to a landing page. This solution is perfect for businesses that rely on bookings but struggle wit

Prashant Chauhan

Building whitelabel ... • 1m

Building an AI Voice Agent platform inhouse.. to compete with Vapi.ai and retellai Indian market cannot afford their prices so the aim is to make it cost effective as much as possible giving better quality and features what Indian businesses really w

Mahendra Lochhab

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"Q-Com has a challenge to the local retailer and it is a challenge which will come to the political front," : Uday Kotak

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Karan Sahu

Founder • 2m

It’s crazy how everyone is the hero of their own life, which means there are billions of movies running in parallel, some hits, many flops, but all definitely unscripted.

1 Reply

zaheer

Husler • 1m

I’m not building a chatbot. I’m building presence. Crux AI creates real-time voice agents that speak like you, think with GPT-4o, and reply through ElevenLabs — deployed via web or phone. Perfect for coaches, closers, and founders who want to autom

Sumit Jha

Front-End Developer ... • 3m

Too many people waste their best years waiting - waiting for the perfect moment, the perfect opportunity, the perfect partner, the perfect mentor, the perfect friend. But the truth is… no one is coming to save you. If you want to change your life,