Natvoiz AI Voice Bot
Voice AI
8 months
AI Engineer & Full Stack Developer
Python · FastAPI · OpenAI
Project Overview
Natvoiz is an end-to-end AI Voice Bot Platform capable of handling enterprise-scale voice interactions across recruitment, insurance, sales, and customer support use cases. Built for Natsoft, a US-based consulting enterprise with over 2,000 employees.
Replace repetitive, high-volume human calling workflows with AI-driven, human-like voice conversations.
The Client: Natsoft
Natsoft is a US-based consulting enterprise with over 2,000 employees and BPO operations. They faced major operational issues in their recruitment workflow - high recruiter workload, candidate drop-offs, and no structured way to capture feedback.
From recruitment automation to a full enterprise voice platform.
The Problem
High recruiter workload due to repetitive follow-ups. High candidate drop-off after offer rollout. No structured way to capture why candidates reject offers. Manual follow-ups leading to delays, inconsistent data, and recruiter burnout.
They needed an AI system that could screen candidates, follow up automatically, and share structured insights back to their CRM.
Platform Vision
Instead of building a single-purpose bot, we proposed and built a platform a configurable AI voice orchestration system that non-technical users can adapt to multiple business workflows without engineering support.
This decision later enabled rapid expansion into insurance, sales, and customer support use cases.
Visual Flow Builder
A user-friendly drag-and-drop flow builder where users can create conversation nodes, define prompts and responses, connect logic paths visually, configure fallback scenarios, and design complex multi-step call flows.
Usable by HR, Ops, and Business teams not just engineers.
AI & Voice Stack
Fully configurable speech-to-text, LLM, and text-to-speech providers for each flow.
Speech-to-Text
Deepgram, Google STT, AssemblyAI, Gladia
LLM Providers
OpenAI GPT models, Google LLMs for reasoning
Text-to-Speech
ElevenLabs, Google TTS with configurable voice/tone
Intent Detection
Real-time sentiment analysis and intent recognition
RAG Support
Connect SOPs, FAQs, and policy documents
Dynamic Selection
Each flow chooses optimal provider for its use case
Voice Flows Management
Create and manage multiple voice flows for different use cases offer acceptance calls in English, Telugu, Kannada, insurance flows, and more. Each flow can be duplicated, edited, and tracked independently.
One platform serving dozens of use cases across languages.
CRM Integration Flow
Seamless integration with existing CRM systems for automated trigger and feedback loop.
CRM Trigger
Offer letter released in CRM triggers API call to voice bot
AI Initiates Call
Bot makes outbound call to candidate automatically
Conversation
Confirms status, explains next steps, collects feedback
Data Sync
Recordings, transcripts, sentiment synced back to CRM
Call Analytics Dashboard
Track every call with detailed metrics including LLM latency, TTS latency, hangup reasons, and call status. Filter by date range and view conversation transcripts with a single click.
Complete visibility into AI performance and call outcomes.
Live Conversation View
Review actual AI conversations with timestamped messages, latency metrics per response, and full transcript history. See exactly how the AI handles different scenarios in real-time.
Every conversation becomes actionable intelligence.
Latency Breakthrough
The hardest and most critical technical win of the project.
Achieved through streaming pipelines, async orchestration, optimized model chaining, and infra-level tuning.
Post-Call Intelligence
After every call, the system automatically processes and extracts valuable insights.
Transcription
Full conversation transcripts processed automatically
Structured Feedback
Extract key data points from conversations
Sentiment Analysis
Understand candidate/customer emotions
Intent Tagging
Categorize call outcomes and intents
Recording Storage
Secure storage of all call recordings
CRM Sync
Push insights back to source systems
Business Impact at Natsoft
Real measurable outcomes after deployment.
Structured visibility into rejection reasons. Recruiters now focus on high-value tasks.
Enterprise Features
Built for enterprise governance, security, and multi-tenant operations.
Designed for enterprise governance and security from day one.
From Recruitment to Enterprise Platform
What started as a recruitment automation tool evolved into a full enterprise voice platform. Now deployed across recruitment, insurance, sales, and customer support all from the same configurable platform.
One platform. Infinite voice use cases.
Who prepared this
Business, Product & Go-to-Market
Worked across SaaS products, AI systems, and business software execution with direct exposure to scaling product workflows and solving operational inefficiencies.
LinkedInTechnology & Product Architecture
Leads technical development and product systems, with strong hands-on experience building production-grade software and AI implementations.
LinkedIn
Built for scale. Proven in market.
Setoo AI Voice Bot
One platform. Infinite voice use cases.
