AI • INTEGRATION • ASSISTANTS

Practical AI.
Integrated Where It Matters.

AI assistants, chatbots and conversational experiences integrated into websites and digital systems to help visitors find information, get support and interact with digital products more naturally.

AI should solve a real problem.

Adding AI to a website simply because it is available does not automatically make the website more useful. The important question is what the AI should actually help the visitor or the business accomplish.

We focus on practical integrations where AI can improve access to information, reduce repetitive questions, support visitors or make a digital product easier to use.

AI Integration
from €590

The starting price covers a practical AI integration based on an agreed use case, suitable AI platform, configuration and website or digital-system integration. The final scope depends on the complexity of the solution, knowledge sources, interface requirements and selected third-party services.

What we can integrate.

Different projects require different AI experiences. We select the approach according to what the website, users and business actually need.

AI Chatbots

AI-powered chat interfaces can answer questions, guide visitors and provide information based on selected knowledge sources and the configuration of the chosen platform.

AI Assistants

Conversational assistants can help users explore services, products, destinations, documentation or other structured information through a more natural interface.

FAQ & Knowledge Systems

Frequently requested information can be connected to an AI-assisted interface so visitors can find relevant answers without manually searching through multiple pages.

Multilingual AI

AI tools can support multilingual websites and international audiences by providing conversational assistance across supported languages.

What AI integration can include.

The exact implementation depends on the project. A typical integration can combine several of the following elements.

  • AI chatbot or assistant integration
  • Use-case and interaction planning
  • AI platform selection
  • Knowledge and information source setup
  • Custom website interface integration
  • AI instructions and configuration
  • Multilingual AI configuration
  • FAQ and information automation
  • Response and user-flow testing
  • Initial AI system optimization

Where AI integration can help.

AI integration can be useful wherever visitors or teams repeatedly need to find, understand or interact with information.

Business Websites

Help visitors understand services, find answers and navigate important information without relying entirely on traditional page navigation.

Tourism & Destinations

Conversational interfaces can help visitors explore destinations, attractions, services and practical travel information.

Products & Services

AI can help users explore product or service information and answer frequently requested questions.

Lead Assistance

AI-assisted conversations can help qualify enquiries or guide visitors toward the appropriate contact or next step where the selected platform supports it.

AI can be added without rebuilding everything.

An existing website does not necessarily need to be replaced to introduce an AI feature. Where the current technical setup supports it, an AI interface can be integrated into the existing digital environment.

The first step is to understand the current website, the intended AI experience and any technical limitations.

Existing Structure

The current website, content structure and available integration options are reviewed before selecting an implementation approach.

Knowledge Sources

Relevant website content, documentation or approved information can be identified as potential knowledge sources for the AI experience.

Interface Integration

The selected AI experience can be integrated into the existing website while keeping the surrounding user experience consistent.

Technical Limitations

Platform restrictions, existing code, hosting, privacy requirements and third-party dependencies are considered before implementation.

From use case to working AI experience.

The implementation starts with the intended outcome, not with a particular AI platform. The technology is selected after the actual requirement is understood.

01

Use Case

Define what the AI should help visitors, customers or the business accomplish.

02

Platform

Select a suitable external AI platform or service based on the project's requirements.

03

Configuration

Configure the AI instructions, information sources, interaction and website integration.

04

Testing & Launch

Test the interface, responses, user flow and essential functionality before launch.

The AI technology behind the integration.

Dev2Lab provides the integration and development work. The underlying AI model, platform or external service is provided by a separate technology company.

Dev2Lab Service

  • Use-case planning
  • Platform selection
  • AI configuration
  • Website integration
  • Testing and initial optimization

Third-Party Services

  • AI platform subscriptions
  • API usage fees
  • External software
  • Additional platform features
  • Other external service costs

Dev2Lab does not operate a proprietary AI chatbot subscription platform. Some AI providers offer free or limited plans, while higher usage, additional features or larger requirements may require a paid subscription or usage-based service. These third-party costs are paid directly to the respective provider and are not paid to Dev2Lab or included in the €590 development price.

What is not included in the €590 starting price?

The starting price covers a practical AI integration within an agreed scope. Larger systems and specialist development can require a separate quote.

Larger AI Systems

  • Complex custom AI applications
  • Large-scale knowledge systems
  • Custom AI infrastructure
  • Advanced API development

External Costs

  • AI platform subscriptions
  • API and usage fees
  • Third-party software
  • Advertising or external service costs

Third-party platform costs are paid directly to the respective provider, not to Dev2Lab. If a project requires functionality outside the agreed integration scope, the additional work can be discussed and quoted separately before development begins.

AI should have clear boundaries.

AI integration does not automatically mean replacing human support or giving an AI system unrestricted access to business information.

Depending on the solution, the AI can be limited to selected information sources, defined tasks or specific areas of the website. Human oversight can remain part of the workflow where appropriate.

Defined Knowledge

The AI can be configured around selected information sources rather than being given unrestricted access to all available business data.

Defined Tasks

An AI assistant can be designed around specific questions, information or user journeys rather than being expected to handle everything.

Human Oversight

Where appropriate, conversations or processes can remain connected to human support and business workflows.

Practical Expectations

AI is a tool within the digital system. Its value depends on the quality of the use case, information, configuration and overall user experience.

AI & digital project examples.

AI integration can take different forms depending on the type of website, audience and information being made available.

Ask Costabot

An AI-assisted tourism concept designed to help visitors find useful information through a conversational interface rather than relying only on traditional website navigation.

View Project →

AI-Enhanced Content Systems

AI-assisted workflows can support content research, structuring and production while keeping human review and editorial control within the overall process.

View Platform →

Frequently Asked Questions

AI Integration Basics

AI integration means adding an AI-powered function to an existing website or digital system. This can include chatbots, conversational assistants, knowledge interfaces or other AI-supported experiences.

In many cases, yes. An existing website can be extended with an AI interface or another supported integration without rebuilding the entire website.

Many modern AI solutions support multiple languages. The actual language capabilities depend on the selected platform and the configuration of the project.

Implementation

This depends on the selected platform and implementation. Suitable website content, documentation or other approved information sources can be used when supported by the chosen solution.

No. Dev2Lab integrates and configures suitable external AI and chatbot platforms rather than operating a proprietary chatbot subscription service.

It depends on the selected third-party solution. Some providers offer free or limited plans, while higher usage, additional features or larger requirements may require a paid subscription or usage-based service. Any such costs are paid directly to the respective provider, not to Dev2Lab.

Not necessarily. AI integration usually focuses on adding AI functionality to a website or digital product. AI automation focuses more on connecting AI with business processes and repetitive workflows.

Scope & Pricing

AI integration involves more than adding a chat window to a website. The service can require use-case planning, platform selection, configuration, knowledge setup, integration, testing and initial optimization. The €590 starting price reflects this development work.

No. Third-party platform subscriptions, API usage fees and other external service costs are separate from the Dev2Lab development service. These costs are paid directly to the respective provider, not to Dev2Lab.

Yes. Depending on the selected platform and technical architecture, additional knowledge sources, functions, languages, integrations or workflows can be added later as the project develops.

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Have an AI idea in mind?

Tell us what you want the AI to do and we can determine the right platform, integration approach and user experience for your project.

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