Tourism-MAX

Automation for your tour business

A smart chatbot that helps travelers plan trips and automates the work of tour operators.

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What is Tourism-MAX

It’s an intelligent chatbot that integrates with your website or messengers to automate your customer experience. It categorizes requests, selects tours via tour operators’ APIs, answers questions about visas, insurance and bookings, and switches to a manager if necessary.

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Tourism-MAX is not a regular chatbot, but a multi-agent AI system

Why one “smart robot” is not enough

Most travel chatbots run on a single large language model (LLM) that tries to be both a visa consultant, a booking system and an insurance specialist at the same time. It’s like hiring one employee for all positions – the results are unpredictable, the answers are superficial, and the customer is frustrated.

Tourism-MAX is built on a fundamentally different technology – a new generation multi-agent architecture, where a team of specialized AI-agents works as a professional travel agency, where each expert is responsible for his or her own area of expertise

AI team inside Tourism-MAX

Behind the single chat interface is a whole team of digital specialists, each an expert in their field:

Query Classification Agent

Instantly identifies the type of customer inquiry from 8 categories: tour search, price clarification, booking, visa issues, insurance, general support. Accurate categorization is the basis for the right answer

Parameter extractor agent

Extracts key data from the message: destination, dates, number of travelers, budget, preferences. Structures information for accurate work with tour operators API

Knowledge Retrieval Agents

Multiple agents simultaneously search for information in the company knowledge base and FAQs using a hybrid approach (semantic search + keywords) with reranker to maximize relevance of answers

Orchestrator

Manages routing between agents, oversees the execution of business logic, and provides a seamless experience for the customer

Domain LLM agents (6+ specialized agents)

Each is responsible for their own area: tour selection, costing, booking, visa support, insurance issues, technical support. They work according to strict templates without “hallucinations”

Multi-agent system vs. conventional chatbot

Characteristic	Regular chatbot (one model)	Tourism-MAX (multi-agent system)
Accuracy of answers	Prone to mistakes and “fantasies”	Rigorous data from API and knowledge base
Complex requests	Loses context, gives generic answers	Handles multi-stage scenarios
Integration with systems	Superficial, needs improvement	Deep integration with CRM and operator APIs
Specialization	Low-level generalist	Each agent is an expert in their field
Manageability	“Black box, hard to control	Transparent logic, control of each step
Scalability	Limited by the size of the context	Parallel work of agents without loss of quality
Reliability	Unpredictable	High due to specialization and validation

What it does for your business

2025 is the year of agent-based AI systems in the travel industry. Companies that implement multi-agent solutions today are gaining a competitive advantage for years to come. Tourism-MAX is a ready-to-use platform that turns every customer inquiry into a potential sale

Increasing conversions

Clients receive precise, personalized tour suggestions, not general recommendations. The system understands complex requests such as “tour to Greece for two people with children 5 and 8 years old, with water park, but no overnight flights”

Снижение нагрузки на менеджеров

Up to 70% of routine inquiries are handled automatically, while managers focus on complex sales and VIP customers

Round-the-clock operation

Agents work 24/7 without weekends, handling queries from any time zone with the same quality

Real data in real time

Integration with tour operators’ API guarantees up-to-date information on prices and availability – no disappointed customers due to outdated data

Scaling without loss of quality

The system handles hundreds of simultaneous dialogs with the same high quality of service

How Tourism-MAX works

The chatbot analyzes the customer’s request (e.g. ‘want a tour to Egypt’) and determines its category: Tour, Price, Booking, Visa, etc.

Extracts key parameters (location, dates, budget) to form an accurate answer.

Uses tour operators API or knowledge base to select tours, visa or insurance information. Provides a personalized response to the customer.

Use cases

Tour selection

Customer: ‘I want a tour to Turkey for 7 days in July.’
Chatbot: Retrieves parameters (Turkey, 7 days, July) and finds tours via API.
Answer: ‘Hotel ‘Sunset Resort’ 5*, All Inclusive, price: 100$. Would you like to book?

Visa question

Customer: ‘Do I need a visa to Italy?’
Chatbot: ‘You need a Schengen visa to travel to Italy. Would you like our manager to help with the registration?’

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