Independent AI consultant · Bordeaux & France

AI Integration for Small Businesses

I help businesses integrate artificial intelligence into their existing tools and workflows to simplify information processing, support employees, and improve everyday operations.

Practical AI solutions, tailored to your business and the tools you already use.

Solutions

How can you use AI in your business?

Artificial intelligence can bring real value when it addresses a specific business need. The goal is not to add more tools, but to build useful solutions that fit the way you work.

  • Internal AI assistants

    Support your team with an assistant that can answer questions, look up information, and help with certain daily tasks, based on sources you have approved.

    • Employee support
    • Internal information search
    • Writing and summarization help
  • Chatbots connected to your documents

    Make it easier for your team to consult a body of documents: procedures, internal guides, technical documentation, or FAQs.

    • Internal knowledge base
    • Document assistant
    • Search with references to sources
  • Intelligent document processing

    Use AI to extract, summarize, or organize information contained in documents, subject to validation depending on the use case.

    • Information extraction
    • Document summaries
    • Document pre-sorting
  • Request classification and handling

    Help your team organize incoming requests and identify the information that matters.

    • Email categorization
    • Customer request analysis
    • Suggested replies to review
  • AI agents and intelligent automations

    Combine AI models with your business tools to support workflows that require content analysis or several processing steps.

    • HR process support
    • Meeting-notes preparation
    • Task coordination with human validation

Is your priority connecting tools and automating repetitive tasks? Discover process automation →

Do you mainly need an application to organize your operations? Discover custom business tools →

Use cases

Practical use cases for small businesses

  • Example 1

    Internal document assistant

    A company has several hundred internal procedures, guides, and documents. An AI assistant lets employees ask questions in natural language and find relevant information more easily, with references to the available sources.

  • Example 2

    Customer request preparation

    Incoming messages are analyzed to identify their topic, extract useful information, and suggest a reply. A team member reviews and approves the result before it is sent.

  • Example 3

    Administrative document processing

    Documents are analyzed to extract certain data and prepare it for a tracking tool. Sensitive or uncertain information is flagged for verification before use.

These examples illustrate possible solutions. Their feasibility and performance depend on the tools, the data, and the context of each business.

How we work

How does an AI integration project work?

  1. Step 1

    Identify the right use case

    We analyze your needs, your tools, and the tasks where AI could bring concrete value. The first 30-minute conversation is free and comes with no obligation.

  2. Step 2

    Assess feasibility

    I look at the available data, the integrations required, confidentiality constraints, and the expected results.

  3. Step 3

    Design and test the solution

    I build a first version, then we evaluate the results on representative examples before anything goes into production.

  4. Step 4

    Deploy and support

    Once the solution is validated, I integrate it into your environment and support you as you start using it. Further improvements can be planned as needed.

Pricing

How much does it cost to integrate AI into a business?

The price depends on the type of solution, the volume of data, the tools to connect, and the reliability and security requirements.

  • AI Integration & Automation

    From
    €1,900 excl. VAT

    For a first, clearly defined use case, with a limited functional scope and suitable integrations.

    Possible scope
    • Needs analysis
    • Development of a first targeted solution
    • Connection to the required tools, as quoted
    • Testing on agreed scenarios
    • Go-live and onboarding
    Request an AI quote
  • Custom AI project

     
    Custom quote

    For more advanced needs: a complex knowledge base, multiple integrations, intelligent workflows, or a business application that includes AI.

    Possible scope
    • Technical and functional analysis
    • Design and development
    • Validation of the results
    • Integration with business tools
    • Deployment support
    Request an AI quote

Prices are indicative and depend on the project scope. Subscriptions, API costs, and any hosting fees are not included.

Why work with me

A business-driven approach to AI

My experience in digital project management and process optimization lets me approach artificial intelligence as a tool that serves businesses, rather than as a technology to deploy for its own sake.

I have worked on recruitment process automation, internal tool development, and the setup of assistants designed to make information easier to access.

I work directly with you, from identifying the need to integrating the solution.

Practical considerations

AI integration adapted to your constraints

  • Data confidentiality

    The data used, the external services, and the access rules are reviewed in light of your context. Confidentiality and data protection requirements need to be considered from the design stage.

  • Reliability and control

    AI responses can contain errors. I favor solutions that can be tested and include human validation when the results have a significant impact.

  • Cost control

    The choice of models, the usage volume, and API costs are assessed for each project to avoid unnecessary spending.

FAQ

Frequently asked questions about AI integration

Is artificial intelligence suitable for a small business?

Yes, if it addresses a concrete need. A small business can start with a limited use, such as document search or help with handling requests, without overhauling its whole IT system.

Do we need to replace the tools we already use?

Not necessarily. Many solutions can be connected to existing software, depending on the APIs and features available.

What is the difference between a traditional chatbot and an AI assistant connected to my documents?

A traditional chatbot can follow predefined rules or scripts. An assistant connected to your documents can search approved sources to produce answers based on their content. Those answers must still be verifiable.

Will my data remain confidential?

It depends on the chosen architecture, the providers, and their data-processing terms. These questions are reviewed before deployment, especially when the information is sensitive.

How much does an AI integration project cost?

A first, targeted project can start from €1,900 excl. VAT. More complex solutions require a tailored quote.

Can AI make decisions in place of my team?

It can support analysis and suggest actions, but its level of autonomy should match the risks involved. For important decisions, human validation is generally still needed.

Do you only work in Bordeaux?

No. I'm based in Bordeaux and support businesses across France, mostly remotely.

Let's talk

What if AI could simplify your day-to-day work?

Tell me about the tasks that take up your team's time and the tools you use. Together, we can identify the uses of artificial intelligence that are genuinely relevant to your business. The first 30-minute conversation is free and comes with no obligation.

Send a message
Book my free initial consultation

A free, no-obligation 30-minute conversation to go over your processes and the tasks that take up your time.

This booking is a video consultation. An in-person meeting can be arranged in Bordeaux and the Gironde area, by appointment, where it makes sense. An in-depth analysis or an on-site visit is not included and can be quoted separately.