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/we-converse — Native Mobile

We Converse

Client
We Converse (Internal)
Timeframe
16 weeks · 2024
Role
Lead Architecture
Outcome
Native performance translation
We Converse Hero
/the_stack

Engineered for accuracy.

A robust pipeline of proprietary models and open-source infrastructure ensuring 99.9% uptime and conversational precision across all platforms.

React Native
Cross-platform mobile core
TypeScript
Type-safe engineering
WebRTC
Low-latency audio/video
Whisper
State-of-the-art STT
GPT-4
Real-time translation
Node.js
Scalable backend
PostgreSQL
Data persistence
Redis
High-speed sync
AWS
Cloud infrastructure
Docker
Containerization
/the_roi

Tangible impact.

We don't just ship code; we ship results. Here is how We Converse transformed the collaborative workflow for our global partners.

15 min
Saved per meeting

AI-driven automatic minutes and summaries eliminate manual follow-up work.

<200ms
Translation Latency

Near-instant speech-to-speech translation for natural global dialogue.

4.8/5
User Rating

Voted #1 translation app for corporate teams across iOS and Android.

15+
Enterprise Clients

Actively deployed within Fortune 500 internal communication channels.

/the_problem

Language barriers in real-time.

Global teams struggle with synchronous communication when language barriers exist. Traditional translation tools are cumbersome, causing conversational friction and making it nearly impossible to maintain a natural flow during meetings.

/the_solution

Frictionless understanding.

We engineered a native experience that leverages low-latency WebRTC streams and cutting-edge AI models. By integrating Whisper for transcription and GPT-4 for context-aware translation, we achieved sub-200ms processing times, enabling truly seamless global dialogue.

Process
01 — Process

Real-time processing chain

Workflow
02 — Workflow

Automated post-meeting analysis

/interface

Product in action.

Clean, distraction-free interfaces designed for the modern remote work era.

Home Screen
Screen 01

Home Screen

Access all your upcoming and past meetings in one place. Intelligent sorting and quick-join features ensure you're never late.

Live Translation
Screen 02

Live Translation

Experience zero-latency translation streams. Real-time subtitles and audio dubbing in 100+ languages directly during the call.

Live Translation
Smart Minutes
Screen 03

Smart Minutes

Never miss a detail again. Our AI listens, transcribes, and extracts key action items and decisions automatically after each call.

Smart Minutes
/intelligence

Intelligence layers.

Behind the simple interface lies a complex network of AI agents working in concert.

Privacy First

On-device processing for sensitive conversations, ensuring zero data leakage.

Context Aware

AI learns your industry terminology to provide precise translations.

Direct Connect

Peer-to-peer WebRTC channels for maximum privacy and minimum lag.

Diarization

Advanced speaker identity models to correctly attribute quotes in minutes.

Reliability

99.9% availability through distributed AWS/Kubernetes architecture.

Action Items

Smart extraction of tasks and deadlines during the conversation.

/the_workflow

How we built it.

01
STEP_01

The Mobile Edge

React Native with custom C++ modules for audio bridge, maximizing JSI performance for live audio streams.

02
STEP_02

AI Pipeline

Serverless Node.js orchestrators passing audio chunks to Whisper and context windows to GPT-4 via high-speed streams.

03
STEP_03

Scale & Reliability

Dockerized deployment on Kubernetes with Redis for real-time signaling and PostgreSQL for persistent storage.

Initialize // Connection

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