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Setoo AI Voice Bot

Enterprise AI3 months · 2025PythonFastAPIOpenAI

Setoo AI Voice Bot

Backend APIs for Enterprise Voice Automation

Industry

Enterprise AI

Timeline

3 months

Role

Backend Engineer & AI Developer

Stack

Python · FastAPI · OpenAI

/01Context

The Café Story

This project began inside a café. While working on AI voice integrations, our team discussed STT and TTS pipelines. The Setoo founder overheard, got curious, and asked what we were building.

Visibility + real technical depth = inbound opportunity.

/02Platform

How It Closed

They left for another meeting, then called back while driving, finalized the work, and onboarded us. A genuine technical conversation that became an engagement.

From overheard conversation to signed engagement.

/03The Solution

The Project Scope

A backend-only AI voice bot system was built for Setoo, designed to integrate with their existing infrastructure. Later extended for their enterprise client BU Bhandari, and the modular architecture was reused for Vani Connect.

Built once, deployed many times across different clients.

/04Capabilities

Use Cases Delivered

The platform was adapted for multiple voice automation scenarios.

Sales Calls

Automated outbound sales conversations with AI

Customer Support

AI-powered support call handling and routing

Lead Engagement

Automated lead qualification and follow-up calls

Follow-ups

Scheduled callback automation

Call Analytics

Detailed insights from every conversation

CRM Integration

Seamless sync with existing systems

/05System

Deployment Architecture

The modular backend architecture enabled rapid deployment across multiple organizations.

01

Setoo (Primary)

Initial deployment and platform development

02

BU Bhandari

Enterprise client deployment via Setoo

03

Vani Connect

Reused architecture for new client

/06Impact

Why This Project Matters

A flagship example of how technical depth creates opportunities.

"We don't just call APIs we build systems."

3+

Organizations

API

Backend-Only

Modular

Architecture

Inbound

Opportunity

/07Outcome

Lessons Learned

This project is ideal for AI capability showcases, enterprise sales conversations, and technical architecture deep-dives. The café story remains a powerful founder narrative about how visibility and genuine technical expertise create inbound opportunities.

Sometimes the best clients find you when you're just being yourself.

/08Results & Impact

Built for scale. Proven in market.

3+

Deployments

Sales, Support

Use Cases

Modular

Architecture

/09Next Project

Healthy Fasal

Sometimes the best clients find you when you're just being yourself.