Voice in. Knowledge out.
Transform spoken content into structured, searchable, and actionable knowledge with our end-to-end voice intelligence pipeline.

Multilingual
Automatic language detection
High Accuracy
Advanced transcription engine
Smart Analysis
Extract key insights automatically
RAG-powered
Contextual question answering
Overview
Transform spoken content into structured, searchable, and actionable knowledge with our end-to-end voice intelligence pipeline.
End-to-end voice intelligence pipeline
Powered by LLMs and RAG
Leveraging state-of-the-art language models and Retrieval-Augmented Generation for unparalleled accuracy and context awareness.
Structured Knowledge
Converts unstructured voice data into organized, searchable information that integrates with your existing systems.
Actionable Insights
Extract key tasks, decisions, and entities automatically from any voice content, making information immediately useful.
Pipeline
Our end-to-end voice processing system transforms spoken words into actionable knowledge through a sophisticated pipeline.

bg-gradient-to-r from-blue-300 to-purple-400 processes audio through a sophisticated pipeline that converts speech into structured, searchable knowledge that you can query naturally.
Voice Input
Users speak naturally via microphone or upload audio files.
Language Detection
System automatically identifies the spoken language.
Speech-to-Text Transcription
High-accuracy conversion of speech to written text.
Summarization & Structuring
Transcripts are summarized and key data is extracted (tasks, decisions, entities).
Data Analysis
Smart analytics on structured information including sentiment, trends, and topics.
ElasticSearch Indexing
Transcripts and extracted data are indexed for fast, semantic search capabilities.
RAG-based Contextual Q&A
Ask questions against your knowledge base and get contextually relevant answers.
Powerful Features
Transform your voice data into actionable insights with our comprehensive suite of features.
Real-time Voice Transcription
Convert speech to text instantly with high accuracy across multiple languages and accents.
Multilingual Support
Automatic language detection and support for over 30 languages with regional accent recognition.
Summarization & Task Extraction
Automatically generate concise summaries and extract action items, decisions, and key points.
Smart Q&A with RAG
Ask natural language questions and get contextual answers powered by Retrieval-Augmented Generation.
Data Analysis Dashboard
Visualize trends, sentiment analysis, and key metrics from your voice data in an intuitive dashboard.
API Access & Webhooks
Seamlessly integrate VocalRAG into your existing applications with our comprehensive API and webhook system.
S3 Integration
Easily upload and manage audio files via S3-compatible storage with automatic processing and indexing.
Elasticsearch Integration
Leverage powerful semantic search capabilities with built-in Elasticsearch integration for fast data retrieval.
Real-time Streaming APIs
Process live audio streams with WebSocket and Kafka support for real-time transcription and analysis.
Developer Resources
Integrate VocalRAG into your applications with our comprehensive API and developer tools.
REST API Documentation
Comprehensive guides and reference for our RESTful endpoints with interactive examples.
View DocumentationS3 Integration
Upload and manage audio via S3-compatible storage with seamless integration.
Learn MoreElasticsearch Integration
Elastic-ready JSON output for fast semantic search and data retrieval.
View GuideQuick Start Example
// Initialize VocalRAG client
const vocalrag = new VocalRAG({
apiKey: 'your_api_key',
region: 'us-west-2'
});
// Process audio file
async function processAudio() {
const result = await vocalrag.process({
audioUrl: 's3://your-bucket/recording.mp3',
language: 'auto',
outputFormat: 'json'
});
// Get structured data and insights
console.log(result.summary);
console.log(result.entities);
console.log(result.actionItems);
// Ask questions against the processed content
const answer = await vocalrag.query({
question: "What were the key decisions made?",
context: result.id
});
console.log(answer);
}
Ready to Build with VocalRAG?
Get access to our developer sandbox and start integrating voice intelligence into your applications today.
Use Cases
Discover how VocalRAG transforms voice data into actionable intelligence across various industries.
Customer Support Intelligence
Transform customer calls into searchable insights. Identify trends, sentiment, and common issues to improve service quality.
Learn moreMeeting Summarization
Automatically extract action items, decisions, and key points from meetings. Never miss important details again.
Learn moreTraining & Call Auditing
Improve team performance with AI-powered call analysis. Identify coaching opportunities and best practices.
Learn moreKnowledge Management
Build a searchable knowledge base from voice conversations. Preserve institutional knowledge and enable self-service.
Learn moreVoice-driven Knowledge Bases
Create interactive knowledge bases that users can query using natural language. Get contextual answers from your voice data.
Learn moreReady to Transform Your Voice Data?
Discover how VocalRAG can be tailored to your specific industry needs.
Schedule a ConsultationPowered by Advanced Technology
VocalRAG leverages cutting-edge technologies to deliver exceptional voice intelligence capabilities.
OpenAI
Whisper & GPT models
LangChain
AI application framework
Amazon S3
Secure cloud storage
Elasticsearch
Semantic search engine
Python
FastAPI backend
Kafka
Real-time streaming
React
Frontend framework
Tailwind CSS
Utility-first CSS
Our technology stack is constantly evolving to incorporate the latest advancements in AI and cloud computing.
See VocalRAG in ActionExperience VocalRAG in Action
Transform your voice data into actionable insights with our powerful AI assistant. See how VocalRAG can revolutionize your workflow.
Interactive Demo
Try our sandbox environment with pre-loaded examples
Personalized Walkthrough
Schedule a guided demo with our product specialists
Early Access Program
Join our waitlist for exclusive beta features