AISupportWithClearHumanHandoffs.

Scope a channel, approved knowledge sources and supported languages. Limit tool permissions, test failure handling and send uncertain or sensitive requests to a human.

Agreed CoverageTested LatencyQuality ReviewHuman Handoff
AI chatbot widget on laptop
AI
Sample Agent
Demo
Type a message...

Choose the Right Support Boundaries

Compare a predictable rules-based flow with an evaluated AI assistant. Either approach needs a maintained knowledge base and a human fallback.

Old-Style Chatbot

"Sorry, I didn't understand that."
"Please choose: 1. Product Info 2. Shipping 3. Other"
"This feature is unavailable outside business hours."
  • Menu-based restrictions
  • Limited scripted context
  • Defined human fallback

DevAura AI Agent

"I can look up the approved delivery policy. Checkout or order changes need identity verification and your confirmation."
  • Context-Aware Conversation
  • Availability Needs Monitoring
  • Permission-Scoped Actions
  • Test Each Supported Language

Deploy Everywhere Your Customers Are

Select one initial channel. Provider access, message rules, language tests and cross-channel identity need separate validation.

WhatsApp Business

Illustrative messaging concept. Business-account approval, templates, consent and access checks are prerequisites; orders need confirmed action permissions.

WhatsApp Business chat on phone showing AI bot response

Website Widget

Channel OptionScope site integration

Slack

Channel OptionInternal team helpdesk

Telegram

Channel OptionGlobal messaging

Email AI

Channel OptionAuto-draft replies

SMS

Channel OptionDirect text outreach

Mobile App

Channel OptionNative iOS/Android

Voice AI

Channel OptionInbound call handling
Illustrative Manual Queue

A Queue That Needs a Handoff

10:34 AM
I need help with my order — it's been 5 days
10:34 AM
Please hold while we connect you to an agent...
5 HOUR 13 MINUTE WAIT
3:47 PM
Hi, how can I help?
3:47 PM
I already bought from your competitor.
Synthetic conversation — no measured customer loss

What Our AI Agents Handle

Start with answers; approve each action scope, identity check and human escalation path.

Customer Support Resolution

Answer approved FAQs, cite policy sources and escalate complaints or uncertain answers. Returns require a permitted API and approval rules.

Measure resolution quality

Sales Lead Qualification

Ask agreed qualification questions with consent and hand leads to your CRM through scoped fields and access controls.

Agree consent and fields

Appointment Booking

Check availability through an approved integration; confirm time zone and user intent before creating or changing a booking.

Confirm before booking

Order Tracking & Management

Verify identity before exposing order data. Start with read-only status; changes require explicit permissions and confirmation.

Read-only by default

Internal HR & IT Helpdesk

Filter policy knowledge by role, respect sensitive employee data and route exceptions to HR or IT staff.

Role-filtered knowledge

Technical Product Support

Use versioned troubleshooting documents and approved steps. Escalate safety-sensitive issues and record unresolved requests.

Test escalation paths

Integrates With Your Existing Tools

Candidate integrations, subject to access and testing. Agree knowledge refresh, permissions, provider charges and support ownership.

Salesforce
HubSpot
Zendesk
WhatsApp API
Calendly
Stripe
Shopify
Slack
Intercom
Freshdesk
Google Cal
Notion
AI Models
Candidate models · evaluated per workflow
Frameworks
LangChain · LlamaIndex · Custom Agent Framework
Channels
Twilio · WhatsApp Business API · Slack API · Telegram Bot API
CRM Integration
HubSpot · Salesforce · Zoho CRM
Databases
PostgreSQL · Redis · Pinecone
Deployment
Docker · AWS Lambda · Vercel

Illustrative Five-Day Pilot Plan

Example only for one channel with ready credentials, approved content and a reviewer. Integration approval, security testing and production release can take longer.

1
Day 1

Discovery & Knowledge Base Audit

2
Day 2

Language, Permissions & Handoff

3
Day 3

Channel Integration Setup

4
Day 4

Failure & Escalation Testing

5
Day 5

Pilot Review & Release Decision

Quality
Accepted resolutions
Handoff
Escalation coverage
Cost
Per resolved request

Design sample — illustrative quote and attribution, not verified client feedback.

"I would want clear source links, a visible escalation route and confirmation before an agent changes a customer record."

LC
Sample Support Lead
Illustrative support-team perspective

Frequently Asked Questions

Scope one channel and an explicit language list. Provide approved policy content, channel access and representative requests; evaluate each language and device context separately.

Scope Your First Support Agent.

Agree the channel, languages, permissions, handoff and release criteria before quoting delivery.

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