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Inbound & Outbound Chatbots

Omnichannel AI Conversational Agents. Deploy trained LLMs that qualify leads, handle objections, and book calendars 24/7 across all chat surfaces.

Inbound & Outbound Chatbots

System Architecture & Overview

We build custom RAG (Retrieval-Augmented Generation) pipelines, connecting advanced LLMs (GPT-4o/Claude 3.5) directly to your company knowledge base. The architecture integrates with Meta's Graph API for WhatsApp/IG/FB and Twilio for SMS, ensuring cross-platform conversational memory.

Core Capabilities

Knowledge Base RAG

Ingests your PDFs, website, and past transcripts for perfect context.

Live Handoff Logic

Instantly routes high-value or complex queries to human agents.

Direct Booking Engine

Parses intent and books directly via Cal.com/Calendly APIs.

Multi-Platform Sync

Unified inbox connection for WhatsApp, IG, SMS, and Web.

Technical Specifications

Architecture utilizes vector databases (Pinecone/Weaviate) for semantic search over company documents. Latency optimized to <1.5s per response. Webhook architecture supports concurrent scaling to 10k+ simultaneous sessions.

Supported Native Integrations:

OpenAI APIMeta Graph APITwilioVoiceflowPinecone

Projected ROI

Response Time< 2 secs
Qualification Rate88%
Support Cost Reduction60%

100% Fully Managed SaaS

We set it up, manage it, and ensure uptime. You focus on closing sales.

Investment
$297/mo

Fully managed setup, ongoing maintenance, and direct access to our engineering team included.