Panini: The Engine for Your AI Workforce

Panini is the robust infrastructure powering Merakle's AI employees. A sophisticated orchestration layer connecting your business data to global communication channels.

Voice Agent Ecosystem

Human-like voice interactions powered by Panini's visual Call Flow Architect to design complex decision trees.

  • SIP Trunk Management
  • Live Call Monitoring
  • Ultra-low Latency TTS
  • Transcription Engine

Chat Orchestration

Multi-channel text automation across WhatsApp, Webchat, and Email from Panini's single command center.

  • Official WhatsApp API
  • Split-View Batch Inbox
  • Email Threading
  • Custom Web Widgets

Panini Command Center

The mission control layer for real-time monitoring and seamless human-in-the-loop intervention.

  • Human Handoff Engine
  • Live Session Barging
  • Sentiment Analysis
  • Resolution Tracking

Knowledge Base & Tool Grounding

Panini ensures agents don't hallucinate. They are grounded in your business reality through a multi-layered intelligence system.

Document Intelligence

Train agents on PDFs and text files using Panini's grounding engine to provide factual answers.

Real-Time Tool Calling

Agents call external APIs to fetch live data like product stock levels, order status, or pricing updates via Panini's "Tools Master".

Asset Library

Maintain a central Panini repository for reusable text blocks and media to ensure brand consistency.

Autonomous Engagement Logic

Panini handles the complexity of "the follow-up" so your human team doesn't have to.

Calendar Sync

Automated booking that understands natural language dates and syncs with Google/Outlook calendars.

Smart Nudging

Automated re-engagement "taps on the shoulder" if a user goes silent during a conversation.

Multi-Step Follow-ups

Sophisticated drip logic that re-engages leads over days, stopping automatically once they reply.

Enterprise-Grade Administration

Scale with confidence using Panini's robust administrative and billing infrastructure.

Whitelabeling

Support for custom domains and branding, allowing you to resell Panini as your own.

Consumption Billing

Complete credit-based system with granular pricing rules for all channel types.

Global Infrastructure

Direct SIP trunking and official Meta API integrations for reliable global performance.

Ready to Transform Your Customer Communication?

Join hundreds of businesses that are scaling faster with our AI agents. Schedule a 15-minute demo to see how Merakle.ai can work for you.