Product Roadmap

Building the Future of Voice AI Observability

Transparent roadmap. Join early to shape what we build next.

  • Phase 1 : MVP

    • Voice call tracing and observability

    • Real-time latency monitoring

    • Call replay with audio and transcript

    • Basic conversation quality scoring

    • Cost tracking per call

    • Dashboard and alerting

  • Phase 2 : Scale

    • Advanced quality evaluation frameworks

    • Compliance and safety packs (HIPAA, PCI)

    • Unified voice + text LLM observability

    • Custom prompt versioning and A/B testing

    • Integration with monitoring tools (Datadog, Grafana)

    • Team collaboration features

  • Phase 3 : Platform

    • Multi-agent voice system observability

    • Multimodal support (vision, voice, text)

    • Automated optimization recommendations

    • Self-serve incident investigation

    • On-premise / VPC deployment options

    • Custom integrations SDK

Product Overview

Production-Grade Observability for Voice AI Infrastructure

End-to-End Voice AI Observability

Trace every stage from STT to LLM to TTS with microsecond precision. Identify bottlenecks in real-time.

Conversation Quality & Hallucination Detection

AI-powered quality scoring with automated hallucination risk analysis and conversation flow validation.

Call Replay & Debugging

Replay conversations with full context: audio, transcripts, prompts, tool calls, and LLM reasoning traces.

Prompt & Flow Versioning

Track prompt changes, compare A/B test performance, and roll back to stable versions with confidence.

Voice AI Cost Intelligence

Per-call cost breakdown across STT, LLM tokens, TTS, and infrastructure. Set budgets and anomaly alerts.

Features

Built for Production Voice AI

  • Voice Call Observability

    Complete visibility into every stage of your voice AI pipeline with distributed tracing.

    • Per-stage latency breakdown (STT, LLM, TTS, Actions)

    • Failure detection with root cause analysis

    • SLA tracking and alerting

    • Real-time and historical metrics

  • Call Replay & Debugging

    Time-travel debugging for voice AI conversations. Replay any call with full context.

    • Audio replay with synchronized transcript

    • Full prompt and completion inspection

    • Tool/function call trace visualization

    • LLM reasoning and decision logs

  • Conversation Quality Intelligence

    AI-powered quality analysis to ensure conversations meet your standards.

    • Automated conversation scoring (0-100)

    • Hallucination risk detection

    • Compliance and safety checks

    • Custom quality rubrics

  • Cost & Usage Analytics

    Granular cost tracking across all voice AI providers with anomaly detection.

    • Per-call cost breakdown by service

    • Token and TTS character usage

    • Cost anomaly detection and alerts

    • Budget management and forecasting

Transform Your Communication Workflow

How It Works

  • 1

    Call

    Incoming or outgoing calls are handled by AI

  • 2

    Analyze

    AI processes conversation and extracts insights

  • 3

    Update CRM

    Data automatically synced to your CRM

Powerful Features for Modern Businesses

  • Outgoing Calls

    Smart outbound engagement with AI-powered conversation management and follow-ups.

  • Incoming Calls

    Handle leads 24/7 with intelligent routing and automatic response systems.

  • CRM Portal

    Manage all customer interactions in one unified, intuitive dashboard.

  • Auto Updates

    Every call logged instantly with full conversation details and insights.

View All Conversations in One Unified Portal

Manage customer interactions with a comprehensive dashboard that brings all your communication data together.

  • Real-time call monitoring

  • Conversation timeline view

  • Automatic transcription

  • Smart insights & analytics

Enterprise & Security

Enterprise-Grade Security & Compliance

Built for teams that need production-ready observability with enterprise security requirements.

Multi-Tenant SaaS Architecture

Complete data isolation per organization. Your voice AI data never mixes with other customers.

Role-Based Access Control

Granular permissions for team members. Control who can view calls, modify settings, or export data.

Data Isolation & Encryption

End-to-end encryption at rest and in transit. SOC 2 Type II compliant infrastructure.

Comprehensive Audit Logs

Full audit trail of all user actions, data access, and configuration changes.

Data Retention Policies

Configurable retention windows. Auto-deletion after 30, 60, or 90 days. GDPR compliant.

Enterprise Deployment Options

VPC deployment and on-premise options available for regulated industries. (Coming Q2 2025)

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Get In Touch With Novuscode

We’d love to hear from you! Whether you have a question, need a consultation, or want to discuss your next project, our team is here to help. Reach out to us today, and let’s explore how we can turn your ideas into reality.

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