Symbl.ai Product Information

Symbl.ai is an AI-driven platform that provides real-time conversational intelligence and generative capabilities to extract actionable insights from speech, text, and other communication data. It enables developers and businesses to build intelligent agents, call scoring, real-time assist, sentiment analysis, intents, and compliance monitoring across real-time conversations, recordings, and multi-channel communications. The platform emphasizes unified analytics, low-code integration, and scalable APIs to drive customer experience (CX) improvements, sales enablement, and operational efficiency.


Key Capabilities

  • Real-time AI Agents for CX Support Automation
  • Call Scoring and Coaching for agent performance
  • Real-Time Assist to guide agents during live conversations
  • Unified Analytics across conversations, QA, and CRM
  • Intent Detection, Sentiment Analysis, and Topic Tracking
  • Compliance Monitoring and Real-time Alerts
  • Voice Bots and Multimodal Understanding
  • Nebula LLM Embeddings and Generative APIs for response generation
  • Pre-Built UI, Deployments, and SDKs for rapid integration
  • Security and Compliance features suitable for enterprise needs

How It Works

  1. Stream or upload conversation data (audio/text) to the Nebula/LLM pipeline.
  2. Detect triggers (questions, trackers, topics) and extract contextual information in real time.
  3. Generate responses, insights, or actions for agents or automated systems using low-latency, high-accuracy models.
  4. Visualize unified analytics dashboards and integrate with CRMs, BI tools, and virtual meeting platforms.

Use Cases

  • Real-Time Assist: Provide dynamic guidance to frontline workers during calls
  • Call Scoring: Generate contextual quality scores for multi-party conversations
  • Voice Bots: Automate Q&A for inbound calls with personalized recommendations
  • Compliance: Real-time alerts for policy violations or regulatory gaps
  • Sales Enablement: Identify key moments and drive engagement during conversations
  • Post-Call Analytics: Transform conversations into knowledge, events, and insights

How to Use Symbl.ai

  • Stream data via Streaming API or Nebula LLM for low-latency response generation
  • Detect intents, sentiment, and topics while scoring calls for coaching
  • Leverage pre-built UI and SDKs for rapid deployment across platforms
  • Integrate outputs with CRM platforms and data stores for unified analytics

Security and Compliance

  • Real-time compliance monitoring and alerts
  • Enterprise-grade security and data handling
  • Suitable for regulated industries with governance controls

Core Features

  • Real-Time AI Agents for CX Support Automation
  • Call Scoring for multi-party conversations with customizable criteria
  • Real-Time Assist to guide agents on live calls
  • Unified Analytics across conversations, QA, and CRM
  • Intent Detection, Sentiment Analysis, and Topic Tracking
  • Compliance Monitoring with real-time alerts
  • Voice Bots for inbound Q&A
  • Nebula LLM Embeddings and Generative APIs for response generation
  • Pre-built UI, Deployments, and SDKs for rapid integration
  • Multimodal support and multilingual capabilities
  • Low-code API access with scalable, high-accuracy models
  • Security and Compliance features suitable for enterprise deployments