Deployment & routing models

Deploy and route agents the way your team works

Channels, routing, and handoffs aren't hard-coded — you compose them. Answer inbound calls, run outbound campaigns, deflect web chats, and hand off to a specialist agent or a human the moment a conversation needs it. Any channel, any handoff.

Inbound · Outbound · Web chat · Omnichannel · Routing

app.mirakash.com/agents/routing
Agents /Agent routing
N
Agents
6
Channels
5
Resolved
66%
Routed · 7d
1,240
Front desktriage on
Front deskTriage agenttriage
BillingSpecialist · Voice62%
PaymentsSub-agent58%
RefundsSub-agent44%
SupportSpecialist · Chat71%
Human queueEscalationhuman
Deployment models
Inbound voice68%
Outbound
Web-chat74%
Omnichannel70%
Anything unresolved escalates to a human queue.
Deployment models

Deploy on the channels your customers use

Stand up as many agents as you need. Each one carries its own prompt, tools, knowledge, and voice — and runs on inbound voice, outbound campaigns, web chat, or every channel at once from a single config.

  • Inbound, outbound, web chat, or all of them at once
  • Same agent, one config, deployed to any surface
  • Sub-second voice with barge-in, or async chat
deploy / models
4
Models
5
Channels
70%
Avg resolve
0.7s
Latency
ModelAutoChannelHandles
Inbound voice68%PhoneAnswers your numbers, resolves routine calls
OutboundPhoneReminders, follow-ups, and surveys at scale
Web-chat74%WebEmbedded widget deflects tickets
Omnichannel70%AllOne agent across phone, chat, SMS + email
Prompt, tools and voice are fully configurable — deploy the same agent on any channel.
Routing

Route each conversation to the right agent

Put a triage agent in front: it reads the caller's intent and hands off to a billing, support, or scheduling specialist. Anything an agent can't close escalates to a human — who answers on a consult and hands the caller back.

  • Caller → triage agent → specialist agent, by intent
  • Transfer-to-agent handoffs and transfer-to-human escalation
  • Consult-and-resume: the human answers, the agent returns to the caller
reports / routing
Conversation routing7d · by agent
6
Agents
1,240
Routed
66%
Resolved
7d
Window
AgentHandledHandoffResolve
Front desk1,240
Billing42018062%
Payments10458%
Refunds7644%
Support5606071%
Human queue60
Anything an agent cannot resolve escalates to a human — then resumes the caller.
Handoff & escalation

Every conversation reaches the right place

Routing follows intent, not a phone menu. A triage agent reads the caller and hands off; a specialist resolves its own domain; anything harder escalates to a human — then the agent resumes the call.

Triage agent

Answers first, reads the caller's intent in real time, and hands off to the right specialist agent — no phone-tree menus.

Specialist agent

Owns one domain — billing, support, scheduling. Resolves what it can with its own tools and knowledge, escalates the rest.

Human queue

When an agent hits its limit it routes to a human provider or another agent — the escalation lands in a queue with full context.

Consult-and-resume

The agent side-calls a person, number, or another AI agent, gets the answer, and returns to the caller — never a cold transfer away.

Setup

Ship an agent in four moves

01

Build the agent

Write the prompt, attach tools and knowledge, and pick a voice — the STT → LLM → TTS pipeline runs sub-second with barge-in.

02

Pick channels

Deploy the same agent to phone numbers, WhatsApp, SMS, email, or an embeddable web-chat widget — one config, any surface.

03

Wire routing

Add transfer-to-agent handoffs by intent and transfer-to-human escalation for anything the agent can't close on its own.

04

Connect telephony

Bring your own Twilio, run a managed subaccount, or use the platform master — credentials are encrypted at rest.

By industry

The same agent, any kind of front line

Agent, channel, and handoff are generic on purpose. Point them at whatever your front line looks like.

3 hops

SaaS & tech

CallerSupport agentOn-call human

An inbound voice agent deflects tier-1 tickets and escalates the rest to on-call with the full transcript attached.

3 hops

Franchise & retail

CustomerOrder agentStore

A 24/7 voice agent takes orders and bookings, then routes location-specific calls to the right store.

3 hops

Education

ApplicantAdmissions agentCounselor

Outbound campaigns chase enrollment paperwork; live questions hand off to a human counselor mid-call.

3 hops

Financial & insurance

PolicyholderClaims agentAdjuster

A web-chat agent answers policy questions and files first notice of loss, escalating open claims to an adjuster.

Ready to put an AI agent on every call?

Book a walkthrough and see the voice pipeline, telephony, workflows, QA, and human handoff working together — on one platform.