support_agentHERO AGENTS: ECHO + ORIN • CUSTOMER SUPPORT SWARM

Customer Support Swarm Demo

Multi-agent 24/7 ticket resolution with strict factual grounding, in-chat commerce, and flawless human-in-the-loop escalation.

Echo AI Support Swarm • Full Production WalkthroughWhatsApp + Zendesk + Document RAG

group_workTHE SUPPORT MULTI-AGENT ARCHITECTURE

6 Specialized Nodes Working in Synchrony

Every customer message passes through intelligent classification, strict document retrieval, and compliance guardrails before responding.

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Concierge Orchestration

Orin (Master Dispatcher)

Oversees incoming messages across WhatsApp, Instagram, and web, maintaining shared conversational memory and dispatching to specialized workers.

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Intent & Sentiment

Intent Classifier & Triage

Classifies customer sentiment, urgency, and core topic (complaint, refund, menu, technical issue) within milliseconds of receipt.

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Zero-Hallucination Retrieval

Grounding & KB RAG Agent

Strictly pulls facts from your uploaded enterprise documents, policies, menus, and FAQs. If it isn't documented, it will never guess.

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Brand Rules & Guardrails

Playbook & Policy Engine

Enforces company operating hours, escalation conditions, warranty terms, and your exact brand voice and tone guidelines.

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In-Chat Commerce

Chat Checkout & Order Agent

Builds orders inside the chat conversation, verifies delivery pin-codes, and dispatches secure Stripe/Razorpay payment links.

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Contextual Handover

Human Escalation (HITL) Agent

When a customer needs human attention, packages a clean 3-bullet context summary and alerts a human team member on Slack or WhatsApp.

What Problem Echo Solves For Support Operations

Cutting support headcount overhead while dramatically improving first-response resolution rates.

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24/7 Support Payroll & Latency

Without Echo Swarm:Hiring 3 shifts of support staff costs lakhs per month, yet night shifts still miss queries.

With Operon Support Swarm:Echo operates 24/7/365 with instant sub-second response times across WhatsApp, Telegram, IG, and Web.

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Repetitive Ticket Overload (70-80%)

Without Echo Swarm:Human agents burn out repeatedly answering questions about pricing, timing, order status, and refund terms.

With Operon Support Swarm:The swarm auto-resolves up to 80% of repetitive volume, freeing human staff for high-value VIP escalations.

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AI Hallucinations & Fake Promises

Without Echo Swarm:Generic AI chatbots invent discounts, fake return policies, or wrong business hours that harm reputation.

With Operon Support Swarm:Operon enforces Strict Document Grounding: the swarm only answers if verified in your knowledge base.

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Scattered Multi-Channel Inboxes

Without Echo Swarm:Customers message on Instagram, then email, then WhatsApp. Context is lost and agents duplicate work.

With Operon Support Swarm:Orin merges all channels into one unified customer identity so conversations continue seamlessly anywhere.

Ready to Upgrade Customer Support to 24/7 Autopilot?

We ingest your documentation, train the guardrails, and integrate with WhatsApp and your CRM in under 72 hours.

View Support AI Pricing