AI applications and agents

Conversational assistants, autonomous agents and AI-powered business applications.

AI agents that work for you

An AI agent is software that understands a request in natural language, consults your data, uses your tools and completes a task: answering a customer from your documentation, qualifying a lead, preparing a quote, scheduling an appointment. Webi Studio builds these applications with leading models, securely connected to your systems, and measures their quality before and after go-live.

AI assistant displayed on a smartphone

What an agent can do for you

  • Document chatbot: answers your customers’ or staff’s questions from your documents, FAQs and knowledge bases, citing sources.
  • Augmented customer support: suggests replies to agents, summarises conversations, classifies and prioritises tickets.
  • Sales assistant: qualifies requests, prepares quotes, schedules appointments in your calendar.
  • Internal assistant: searches your data, writes meeting reports, supports decisions.
  • Autonomous agent: chains actions across your tools (CRM, ERP, email) with human validation at key steps.
  • Vision: analysis of images, drawings, scanned documents.

How we build a reliable agent

  1. Use case and scope: what the agent must do, and above all what it must not do.
  2. Knowledge: your documents are indexed and the agent draws its answers from them (a technique known as RAG), rather than making things up.
  3. Tools: secure connection to your systems with limited rights.
  4. Evaluation: a test set measures answer quality before go-live and at every change.
  5. Monitoring: conversation log, user feedback, continuous improvement.

Models and hosting

OpenAI, Claude, Mistral or open-source models hosted in Europe, depending on your confidentiality, cost and language constraints. The agent integrates with your website, your application, your SaaS, WhatsApp, Slack or Teams. It complements the automations that execute predictable scenarios.

Timelines and budget

A chatbot connected to your documentation is up and running in two to four weeks, from €3,000. An agent that acts in your tools is quoted per batch after a scoping workshop. We offer a free demonstration on your own documents, and we train your team to use and supervise the agent.

What we develop

Document chatbots (RAG)

Assistants that answer from your documents, FAQs and knowledge bases.

Augmented customer support

Suggested replies for agents, conversation summaries, ticket classification.

Internal assistants

Search across your data, meeting reports, decision support.

Autonomous agents

Agents that chain actions across your tools with human validation.

Vision and documents

Analysis of images, drawings and scanned documents.

Continuous evaluation

Test sets, answer quality measurement and monitoring.

Frequently asked questions

Which models do you use?

OpenAI, Claude, Mistral or open-source models hosted in Europe, depending on your confidentiality, cost and language constraints.

Can the agent make mistakes?

Yes, like any system. We limit the risks with verified sources, human validation at sensitive steps and testing before every change.

How long for a first assistant?

A chatbot connected to your documentation is up and running in two to four weeks.

Where is my data hosted?

Your choice: with the model provider under contractual guarantees, or on models hosted in Europe for sensitive data.

Can the agent speak several languages?

Yes, current models answer in French, English and most European languages.

How much does it cost?

From €3,000 for a document chatbot. Agents that act in your tools are quoted per batch after a free scoping workshop.

An AI agent for your business?

Free demonstration on your own documents.

Request a quote

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