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
Real-time Processing
Instant analysis as you speak
Customizable Dashboards
Visualize insights your way
Sentiment Detection
Analyze emotions in voice data
Secure & Compliant
Enterprise-grade data protection
Technical Pipeline Overview
Our comprehensive end-to-end voice processing pipeline leverages advanced signal processing, natural language processing (NLP), and AI models to convert raw voice inputs into actionable intelligence with high accuracy and scalability.
Audio Capture
High-fidelity recording of raw voice data with timestamp metadata for synchronization.
Preprocessing & Noise Reduction
Signal enhancement to filter noise, normalize volume, and segment audio for optimal analysis.
Language Detection
Automatic identification of spoken language using acoustic and linguistic features.
Speech-to-Text Transcription
Conversion of speech waveform into accurate textual transcripts with time-aligned tokens.
Feature Extraction & Metadata Enrichment
Extraction of linguistic, prosodic, and semantic features; enrichment with speaker and context metadata.
NLU & Summarization
Semantic analysis and abstraction to generate concise summaries and extract key insights.
Data Indexing & Storage
Structured data storage in scalable search platforms (e.g., Elasticsearch) enabling fast retrieval.
Contextual LLM Q&A
Advanced large language models perform context-aware question answering and data-driven insights.
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.

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.
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.
Meeting Summarization
Automatically extract action items, decisions, and key points from meetings. Never miss important details again.
Training & Call Auditing
Improve team performance with AI-powered call analysis. Identify coaching opportunities and best practices.
Knowledge Management
Build a searchable knowledge base from voice conversations. Preserve institutional knowledge and enable self-service.
Voice-driven Knowledge Bases
Create interactive knowledge bases that users can query using natural language. Get contextual answers from your voice data.
Experience 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