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One Bot. Multiple AI Agents. Real Business Actions.

Build Multiple AI Agents That Don’t Just Reply—They Take Action

Create a team of specialized AI Agents for sales, support, lead qualification, order tracking, appointment booking, and more. BotSailor routes each customer message to the right agent—so every conversation can use knowledge and execute real actions.

BotSailor multi-agent AI dashboard — specialized agents collaborating in one conversation
Specialized roles

One Customer Conversation. Multiple Specialized Agents.

A customer may ask about a product, request pricing, book a demo, then need support. Give each stage a focused agent—and let BotSailor route the right one automatically.

Sales Agent

Answers product questions, recommends suitable solutions, handles objections, and identifies purchase intent.

Lead Qualification Agent

Collects business requirements, saves customer information, categorizes the lead, and starts the correct follow-up process.

Order Status Agent

Collects an order number, calls an external API, and returns live order or delivery information.

Customer Support Agent

Uses your support knowledge, identifies the issue, triggers troubleshooting automation, and escalates complex cases.

Appointment Agent

Collects booking requirements, checks availability, and triggers an appointment flow or booking API.

Human Handover Agent

Recognizes when human assistance is needed and assigns the conversation to the correct team or member.

How it works

How BotSailor Multi-Agent AI Works

1

Understand the Customer

Analyzes the message, conversation context, and available customer information.

2

Select the Right Agent

Routes to the most suitable active agent based on your routing instructions and intent.

3

Respond With Knowledge

Uses its own system prompt and connected knowledge campaign for role-specific replies.

4

Execute the Action

Updates data, calls an API, triggers a flow, assigns a sequence, applies a label, or involves a human.

5

Switch When Needed

When the topic changes, another specialized agent can take responsibility.

Example journey

Let the Right Agent Handle Every Request

One continuous conversation—handoffs between specialists, without making the customer start over.

Product questionSales AgentBusiness requirementsQualification AgentOrder-status requestOrder AgentTechnical problemSupport AgentComplex requestHuman Team
Multi-agent routing: customer message routed to Sales, Support, or Order agents
System prompt

The System Prompt Is the Brain of Every Agent

Every BotSailor AI Agent is controlled through a dedicated system prompt. You don’t only tell the agent how to reply—you tell it what should happen when a condition is met.

  • Role and responsibilities
  • How it should communicate
  • What information to collect
  • When an action should run—and which one
  • When to stop, avoid an action, or involve another agent or human
Example
When the customer confirms they want to purchase,
##add_label## : Interested Buyer
##assign_sequence## : Sales Follow-Up

Type ## inside the System Prompt to search and select available actions. Readable names in the UI map to internal IDs behind the scenes.

Learn How to Write AI Agent Prompts
AI Agent system prompt editor with action tokens
Real actions

AI Agents That Execute Real Business Work

BotSailor connects AI reasoning with the automation tools already in your account—so conversations become completed work, not just chat replies.

Assign and Remove Labels

Automatically categorize customers by interest, requirements, intent, status, or behavior—for example, add a “High-Intent Lead” label when budget and timeline are confirmed.

Save to Custom Fields

Collect order numbers, business types, preferences, budgets, locations, appointment dates, and support details—then save them to the right fields naturally.

Assign and Remove Sequences

Start the right follow-up campaign from the conversation—for example, a sales follow-up sequence when someone asks for pricing but isn’t ready to buy yet.

Trigger Bot Flows & Postbacks

Launch checkout, appointment, lead form, payment, troubleshooting, feedback, or product catalog flows when a structured process is required.

Call HTTP APIs

Check orders, search inventory, calculate delivery charges, create tickets, verify customers, submit CRM leads, or check booking availability—then continue the conversation with live data.

Assign Human Agents or Teams

Transfer complex conversations to sales, support, billing, specific members, or roles—after the AI has collected the context your team needs.

Send Images With Captions

Send product photos, examples, or instructions from a configured list when the customer asks to see them.

From conversation to action

Describe the Condition. Select the Action. Let the Agent Execute.

Prompts don’t only control the conversation—they connect AI reasoning with exact BotSailor automation.

1Customer provides an order number
2Agent saves the order number
3Agent calls the order-status API
4Agent explains the API response
5Agent assigns support if a problem is detected
Agent knowledge

Give Every Agent Its Own Knowledge

Specialized agents need specialized information. Connect a different knowledge campaign to each agent according to its role.

Sales Agent knowledge

Product details, plans and pricing, feature comparisons, integrations, and promotions.

Support Agent knowledge

Help docs, troubleshooting guides, setup instructions, FAQs, and account policies.

Order Agent knowledge

Delivery policies, refund information, order-status explanations, and API response context.

Each AI agent connected to a role-specific knowledge campaign
Contextual memory

Continue the Conversation Without Starting Over

Agents can use conversation context and previously collected customer information—so when another specialist takes over, the customer doesn’t repeat everything.

Configure the contextual memory window to match your requirements.

Shared conversation memory

Available to every active agent in the same chat

  • Customer nameRemembered
  • Previous requirementsRemembered
  • Selected productsRemembered
  • Saved custom fieldsRemembered
  • Order numbersRemembered
  • Lead statusRemembered
  • Earlier conversation detailsRemembered
Platform ecosystem

Built Into the BotSailor Automation Ecosystem

You don’t need to replace your current flows. Use AI Agents for flexible conversations and reasoning, then trigger structured flows when a controlled step-by-step process is required.

Knowledge campaigns Labels Custom fields Sequences Bot flows & postbacks HTTP API integrations Human agents & teams Omnichannel Shared Inbox Subscriber information Existing chatbot automation
Use cases

Build AI Agents for Every Customer Journey

Start with the journeys that matter most—then expand your AI team as needs grow.

  • 1

    AI Sales Agent

    Understand requirements, recommend products or plans, answer objections, and identify purchase intent. Apply interest labels, save preferences, assign follow-ups, trigger checkout, and transfer qualified prospects to sales.

    Sales & conversion
  • 2

    AI Product Recommendation Agent

    Ask about budget, category, features, size, color, or other requirements. Call a product API, return options with images, save preferences, and trigger a purchase flow.

    Catalog & commerce
  • 3

    AI Lead Qualification Agent

    Qualify prospects through a natural conversation instead of a long form. Ask questions one by one, save answers, identify valuable leads, assign labels, start sequences, and hand off to sales.

    Lead gen
  • 4

    AI Customer Support Agent

    Answer common questions from support knowledge, save issue details, trigger troubleshooting flows, call support APIs, create tickets, or assign the right support team.

    Support
  • 5

    AI Order Tracking Agent

    Ask for an order number, save it, call your order-status API, explain delivery status, and escalate delays to a human representative.

    Fulfillment
  • 6

    AI Appointment Booking Agent

    Capture service, date, time, and location. Save booking details, check availability via API, trigger an appointment flow, confirm, and start a reminder sequence.

    Scheduling
  • 7

    AI Receptionist Agent

    Welcome customers, identify what they need, and route to sales, support, billing, order tracking, booking, or a human—before a specialist takes over.

    Front desk
Omnichannel

Use AI Agents Across Your Customer Channels

Create intelligent customer experiences across supported BotSailor channels—and manage AI conversations and human handovers in the same ecosystem.

WhatsApp

Sales, support, and order updates on the channel customers already use.

Facebook Messenger

Qualify leads from ads and page messages with specialized agents.

Instagram

Turn DMs and comment interest into agent-driven conversations.

Telegram

Automate group and DM support with role-specific agents.

Website Chat

Convert visitors with the same multi-agent system used on messaging apps.

BotSailor unifies AI Agents and human teams across every connected channel.

Live journey

See Multiple AI Agents Working Together

Watch a complete customer journey: product recommendation, API lookup, labels and sequences, order status, support escalation, and human handover—all in one conversation.

Watch the full BotSailor AI Agents demonstration
Product recommendation → Sales Agent
Requirements collected & product API called
Preferences saved & high-intent label applied
Sales follow-up sequence activated
Order question → Order Agent + status API
Delivery issue → Support Agent → human team
Evolution

From One AI Assistant to a Complete AI Team

BotSailor AI has evolved from a knowledge-based assistant into a prompt-powered multi-agent automation system.

Previous BotSailor AI

  • One general AI assistant
  • Mainly answered from knowledge
  • One role for every conversation
  • General instructions
  • Limited task execution
  • One knowledge setup
  • Limited routing
  • Mainly conversational

New BotSailor AI Agents

  • Multiple specialized AI agents
  • Responds and executes actions
  • Separate roles for sales, support, orders, and more
  • Dedicated prompt for every agent
  • Labels, sequences, fields, flows, APIs, images, and assignment
  • Agent-specific knowledge campaigns
  • Automatic routing between active agents
  • Conversational and action-oriented
Why BotSailor

Why Choose BotSailor AI Agents?

Multiple Specialized Agents

Create focused agents for different stages of sales, service, and customer support.

Prompt-Controlled Automation

Define the agent’s role, conditions, rules, and exact actions using natural-language instructions.

Real Action Execution

Let agents update customer data, trigger automations, call APIs, and assign conversations.

Flexible Agent Routing

Automatically select the right agent as the customer’s needs change.

Knowledge and Context

Give every agent the information and conversation context it needs to respond effectively.

Human Collaboration

Allow AI to handle repetitive work while your team manages important or complex cases.

Omnichannel Availability

Use the same AI Agent system across messaging and website communication channels.

FAQ

AI Agents FAQ

Multi-agent setup, routing, prompts, actions, APIs, flows, and human handover—answered clearly.

A BotSailor AI Agent is a conversational agent with its own role, system prompt, knowledge campaign, routing instructions, and available actions. It can communicate with customers and execute configured business tasks.

Yes. You can create multiple specialized agents and activate the agents required for the selected bot.

You define routing rules that describe which types of customer messages should be assigned to each agent. BotSailor uses these rules and the customer’s message to choose the appropriate active agent.

Actions are added directly inside the System Prompt using BotSailor’s action format: ##action_name## : selected_value. Type ## in the prompt editor to autocomplete available actions and select the required label, sequence, custom field, API, flow, team, or member.

Yes. The agent can call a configured HTTP API when the conditions defined in its system prompt are met.

Yes. Agents can trigger configured BotSailor bot flows or postbacks.

Yes. The agent can save customer responses into selected custom fields.

Yes. Agents can add or remove labels and assign or remove sequences according to the system prompt.

Yes. It can assign the conversation to a configured human agent, member, team, or role.

Yes. Each agent can be connected to the knowledge campaign appropriate for its responsibility.

No. AI Agents can work with your existing flows and trigger them whenever a structured automation process is needed.

Talk to an AI Agents expert

Prompt design, agent routing, or action setup—we can help you build your first AI team.

Contact Us
One Bot. Multiple AI Agents. Real Business Actions.

Create specialized AI Agents that understand customer needs, use your business knowledge, collaborate across the customer journey, and execute real actions. Move beyond a chatbot that only answers questions.