VOICERA
Find any moment in your audio with AI-powered semantic search.

Key Features

Everything you need to make audio truly searchable and actionable.

🤖Deepgram
AI Transcription
Deepgram-powered speech-to-text with speaker diarization and language detection.
🧠Pinecone
Semantic Search
Vector-based search in Pinecone to find moments by meaning, not just keywords.
🎧UX
Smart Playback
Jump directly to relevant timestamps and navigate with precise seek controls.
📈Infra
Scalable Architecture
Async processing with job tracking, queues, and horizontal scalability.
🔒Security
Enterprise Security
OAuth, rate limiting, circuit breakers, and audit logging baked in.
📊Business
Analytics & Billing
Usage analytics and credit-based billing for teams and enterprises.
Deepgram
LLM
RAG
Pinecone
FastAPI
Redis
Angular
OAuth
RBAC
Queues
Vector Embedding
Deepgram
LLM
RAG
Pinecone
FastAPI
Redis
Angular
OAuth
RBAC
Queues
Vector Embedding

Technical Architecture

Built for scale and reliability. VOICERA combines state-of-the-art AI with production-ready engineering.

Backend (FastAPI)

Robust API-first backend with typed routes, validation, and async processing for high throughput.

PythonFastAPI

AI Transcription

High-accuracy speech-to-text with speaker diarization and automatic language detection.

DeepgramDiarization

Semantic Search

Vector embeddings enable natural-language queries that find relevant moments by meaning.

PineconeVectors

Background Jobs

Non-blocking audio processing with job tracking, retries, and progress updates.

AsyncQueues

Enterprise Auth

Secure authentication and role-based access control with organization-level policies.

OAuthRBAC

Production Ready

Operational safeguards with rate limits, circuit breakers, and structured logging.

Rate limitingCircuit breakers

Caching & Metrics

Redis caching for hot paths and usage analytics to surface performance insights.

RedisAnalytics

Credit System

Automated credit management for transcription and search operations across teams.

Usage-basedBilling

Target Use Cases

VOICERA makes podcasts, meetings, and interviews instantly searchable for every team.

Content Creators

Search your podcast or YouTube archive for topics, quotes, and mentions. Pull highlights and generate show notes in minutes.

Find quotes and segments instantly
Topic-based search over entire back catalog
Export clips with timestamps

Researchers

Ask natural-language questions across interview collections. Organize findings and jump to relevant moments.

Semantic Q&A over multi-hour recordings
Filter by speaker, date, duration
Export citations with timestamps

Businesses

Make meeting recordings searchable and actionable. Surface commitments, decisions, risks, and follow-ups.

Search across calls by topics and decisions
Track action items and owners
SOC-ready logging and access controls

Media & Education

Transform archives into searchable libraries. Students and journalists find exactly what they need in seconds.

Lecture and broadcast searchability
Multilingual indexing and playback
Timestamps for citations and clips

VOICERA: AI-Powered Audio Intelligence

VOICERA transforms audio content into searchable, intelligent knowledge bases. Upload podcasts, interviews, meetings, or any audio content, and instantly unlock the ability to search through hours of audio using natural language queries.

Core Value Proposition: Find any moment in your audio content with AI-powered semantic search.

Ask questions like:

  • "What did they say about marketing strategies?"
  • "Find the part where budget was discussed"
  • "Show me technical discussions about APIs"

Security & Compliance

Enterprise-grade security out of the box. VOICERA protects your data with modern authentication, rate limiting, circuit breakers, encryption in transit, and comprehensive audit logging.

OAuth & RBAC

Secure OAuth-based login with organization-level roles and granular access permissions.

Rate Limits & Resilience

Guardrails including rate limiting, circuit breakers, and graceful degradation.

Data Protection

TLS in transit, scoped tokens, and least-privilege access to third-party providers.

Audit Logging

Structured logs and audit trails for governance, incident response, and compliance.

Frequently Asked Questions

Answers to common questions about VOICERA's capabilities, security, and pricing.