AI Workforce

AI Workforce For
Customer Communication

Configure AI customer support and AI sales automation with approved knowledge, qualification questions, routing, human handoff, calendar booking, and connected CRM context.

Approved knowledge
Configurable handoff
Human oversight
AI Qualification
AI Routing
AI Scheduling
AI Handoff
AI Opportunity
AI Knowledge
SJ
MR
TK
Human Team
+ AI Support
AI configured
The Difference

Configure AI Around Your Customer Workflow

Zappilo connects approved knowledge and business rules to supported conversations, team routing, calendars, and opportunity context.

Manual workflow
FAQ documents sit outside conversations
Configured AI Workforce
Approved knowledge supports relevant replies
Manual workflow
Teams collect qualification details manually
Configured AI Workforce
Configured questions collect customer context
Manual workflow
Conversation assignment requires manual triage
Configured AI Workforce
Routing rules can assign the appropriate team
Manual workflow
Scheduling happens in a separate workflow
Configured AI Workforce
Compatible calendars support appointment booking
Manual workflow
CRM notes require manual review
Configured AI Workforce
Opportunity intelligence can summarize requirements
AI Capabilities

One Configurable AI Layer

Configure knowledge, qualification, routing, handoff, scheduling, and opportunity intelligence for your organization's supported customer workflows.

AI Workforce In Action

Configured AI In Industry Workflows

Illustrative real estate and ecommerce conversations using Zappilo's supported AI and connected industry capabilities.

Configured AI Sequence
Approved Knowledge

The configured AI can answer relevant property questions using connected business and property context.

Relevant context available
Qualification

Configured questions collect property type, location, budget, timeline, and other organization-defined requirements.

Requirements captured
Routing & Handoff

Source, intent, team, and fallback rules can route the conversation to an appropriate team member.

Assignment rules applied
Scheduling & CRM

When enabled, a viewing can be booked and the conversation linked to contact, property, and opportunity context.

Viewing workflow connected
Illustrative WhatsApp Conversation
Zappilo AI
Illustrative · AI configured
Hi, is the three-bedroom property still available?
9:10 AM✓✓
Yes. Would you like details about the location, price, or available viewing times?
11:13 AM
I would like to arrange a viewing.
13:16 AM✓✓
I can check the connected calendar or hand this conversation to the property team.
15:19 AM
Type a message
Collaboration Model

AI Supports Repetitive Steps. Your Team Keeps Control.

Configure where AI can assist, when a conversation should be handed over, and which team or agent should receive it.

Customer

Asks. Enquires. Needs.

A customer starts a supported WhatsApp Business or website chat conversation.

AI Workforce

Answers. Qualifies. Routes.

Configured AI uses approved knowledge and business rules to support the conversation.

Human Team

Reviews. Advises. Decides.

The team receives the conversation with its existing context when handoff or routing applies.

AI Workforce handles

Automated
Answering from approved FAQ knowledge
Collecting qualification details
Applying configured routing rules
Triggering human handoff conditions
Booking when a calendar is enabled
Summarizing opportunity requirements

Your team focuses on

High Value
Building trusted customer relationships
Handling complex negotiations
Delivering exceptional service
Closing high-value deals
Growing strategic accounts
Creating business strategy
AI Configuration

Configure AI Behavior In One Place

An illustrative overview of the knowledge, qualification, routing, handoff, scheduling, and opportunity controls available to an organization.

Illustrative AI Configuration · Zappilo Platform
Configured

Capability Summary

Knowledge

Approved FAQ knowledge and organization instructions

Configurable
Qualification

Custom questions, fields, and re-ask behavior

Configurable
Routing

Source, intent, team, and working-hours rules

Rule based
Handoff

Customer request, message count, and confidence controls

Human fallback
Scheduling

Google or Microsoft calendar availability when enabled

Calendar aware
Opportunity

Conversation summary, requirements, and next action

CRM context

Configuration Checks

K
Knowledge
Ready

Review approved FAQs and organization instructions before enabling AI messaging.

Organization setting
H
Handoff
Review

Choose the conditions and default team member used for human handoff.

Organization setting
C
Calendar
Optional

Enable a compatible calendar when appointment booking is part of the workflow.

Organization setting

AI Controls

Tone & RestrictionsOrganization defined
Qualification FieldsCustom questions
Handoff ThresholdsConfigurable
Default Agent MappingOptional fallback
Configuration Note

Test approved knowledge, routing, handoff, and calendar behavior before enabling AI for customer conversations.

Business Impact

Where Configured AI Can Help

Use organization-controlled AI to support repeatable customer communication steps while preserving clear human oversight.

Repeated Questions

Teams repeatedly answer common customer questions without shared AI knowledge.

Incomplete Context

Qualification details can be missed when every conversation follows a different process.

Manual Routing

Teams must decide where each new or handed-over conversation should go.

Abrupt Handoffs

Customer and conversation context can be lost when escalation is handled separately.

Disconnected Records

Conversation requirements and next actions may not reach the related CRM opportunity.

The AI Workforce Advantage

Approved Replies

Use organization-approved FAQ knowledge and communication instructions.

Structured Qualification

Collect consistent customer details with configurable questions.

Team Routing

Apply source, intent, workload, and working-hours rules where configured.

Human Handoff

Define when AI should transfer the conversation to a team member.

Connected Context

Keep conversation summaries, requirements, and next actions linked to opportunities.

Platform Integration

Fully Connected Across The Platform

AI Workforce can use approved knowledge and connected context from supported communication, CRM, automation, calendar, campaign, and reporting workflows.

AI
Workforce
Shared Inbox
Context linked
CRM
Context linked
Automation
Context linked
Campaigns
Context linked
Calendar
Context linked
Analytics
Context linked
AI Capability Scope

Configured For Current Customer Operations

Available AI controls support customer communication today while connected industry intelligence continues to evolve.

AI Workforce FAQ

AI Workforce Questions

Clear answers about AI customer support, AI sales automation, qualification, routing, handoff, and scheduling.

What is Zappilo AI Workforce?

Zappilo AI Workforce is a configurable AI layer for supported customer conversations. It can use approved knowledge, collect qualification details, apply routing and handoff rules, support appointment booking, and add opportunity context.

How does Zappilo support AI customer support?

Configured Zappilo AI can answer relevant questions from approved FAQ knowledge in supported WhatsApp Business and website chat conversations, collect customer context, and hand the conversation to a human team member when required.

How can Zappilo help with AI sales automation?

Businesses can configure qualification questions, route conversations to the appropriate team, connect appointments, and use opportunity intelligence to summarize conversations, extract requirements, and suggest a next action.

What can businesses configure in Zappilo AI Workforce?

Organizations can configure business context, tone and restrictions, approved FAQs, qualification questions, routing behavior, human handoff conditions, default agent mapping, and calendar-related settings.

How does human handoff work?

A conversation can be handed to a team member when the customer asks, AI confidence is below a configured threshold, a configured message count is reached, or routing and fallback rules apply. Existing conversation context remains available to the team.

Can Zappilo AI Workforce book appointments?

Yes. When a compatible Google or Microsoft calendar is enabled and configured, Zappilo AI can support availability-aware appointment booking within a customer conversation.

Start today, free

Give Your Team
An AI Workforce

Configure approved knowledge, qualification, routing, handoff, scheduling, and opportunity context around your customer communication workflows.

Organization controls
Approved knowledge
Human handoff
Calendar integration