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Ansh Sarkar

Software, Physics, P... • 3m

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 🚀

0 replies12 likes

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Baqer Ali

AI agent developer |... • 3m

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

3 replies17 likes

Aj

Hey I am on Medial • 3m

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

2 replies2 likes

anonymous

"Time is the cheapes... • 3m

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

0 replies5 likes

Mahendra Lochhab

Content creator • 7m

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

4 replies7 likes

Karan Sahu

Founder • 16d

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 replies6 likes

Sumit Jha

Front-End Developer ... • 1m

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,

0 replies6 likes

zaheer

Husler • 7d

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

0 replies2 likes

DataSpace Academy

Learn, Secure & Earn • 2m

What is Voice Search Optimization? Fundamentals Explained Voice search optimization or VSO is the process of optimising content for search queries spoken to Google speakers or smart devices. With smart devices and voice searches on the rise, there i

0 replies7 likes

Anonymous

Hey I am on Medial • 7m

Microsoft has launched a new piece of open source infrastructure which allows users to direct multiple AI agents to work together to complete user tasks. Magentic-One (a play on Microsoft and Agentic) employs a multi-agent architecture where a lead

4 replies9 likes

Comet

#freelancer • 2m

If you're building AI agents, you should get familiar with these 3 common agent/workflow patterns. Let's break it down. 🔹 Reflection You give the agent an input. The agent then "reflects" on its output, and based on feedback, improves and refines.

0 replies14 likes