The Art of the Prompt
Each LLM has its own requirements and cognitive biases. I offer my assistance in writing clear, precise and contextualised prompts to get the best response from your chosen language model.
Instructions generally contain the following structure :
- Role (persona): business line, level of expertise, responsibility, scope of intervention,
- Context: current environment (business sector, specific challenges, technologies, etc.),
- Main objectives to be achieved, secondary expectations: KPIs,
- Step-by-step instructions: resources and tools required,
- Constraints: time, budget, resources,
- Tone: formal, technical, engaging or relaxed,
- Colour: neutral, positive, negative, urgent,
- Output format: PDF, Word, presentation, document structure (headings, numbered paragraphs, etc.),
- Include concrete examples: reference documents, links,
Depending on the complexity of the subject, several iterations may be necessary. Don't hesitate to format content with headings and break down issues into separate blocks.
Virtual Assistant
Implementing an AI-based conversational agent or chatbot (via an API) on your website (storefront or merchant) is an excellent way of improving support, enriching customer interactions and boosting engagement.
Another use case could be your company's intranet, where the chatbot would serve as a knowledge base (HR, IT Support...) for your employees.
No-Code or Vibe Coding
No-Code is a visual programming interface that enables non-experts to create web projects or applications.
The No-Code approach allows me to involve the customer in the development process or in the acceptance of the application.
However, no-code tools are not suitable for needs that are too complex or too specific, particularly in terms of graphics. 'Vibecoding' (Andrej Karpathy) refers to the principle of writing code using an AI language model (LLM).
This method enables me to test in depth and optimise the ancillary and specific developments requested.
Depending on the client's needs, I adapt the choice of a particular resource for each project.
Agentic AI
An AI agent is an autonomous intelligent system that performs specific tasks without human intervention. AI agents can offer a wide range of capabilities beyond natural language processing, such as decision-making, problem-solving, interacting with external environments, and executing actions.
My partner and I offer to help you set up, configure, and train your AI agent to solve complex tasks in various contexts. It is also possible to install an MCP server and connect one agent to another.
Note: Certain infrastructure prerequisites for your IT system (servers and software) are required.
Set measurable goals
I help you identify concrete levers to activate: this could be a significant reduction in response times or the automation of time-consuming tasks that slow down your teams on a daily basis.
Next, we will define together clear and relevant performance indicators tailored to your challenges, for example, customer satisfaction levels or the proportion of requests handled without human intervention. These KPIs form your dashboard to monitor the real impact of the actions taken and to intelligently steer the project's development.
Finally, I recommend a gradual ramp-up, starting with targeted use cases. This allows you to quickly validate initial results, adjust the strategy, and then deploy on a larger scale with greater confidence and impact.
Without a well-structured AI strategy designed for your real needs, you risk hitting a ceiling where a smart approach could have multiplied your growth.
Ready for takeoff?
Once the objectives are defined, I assist you in choosing the most relevant solution for your business. We’re not looking for a “generic” AI, but a technology that truly understands your challenges: the ability to process natural language, responsiveness, compatibility with your business tools—everything has to align.
Since data quality is key, it will be necessary to structure, clean, and fill in any gaps. This upfront rigor ensures the reliability of the responses and the relevance of the results produced by your future AI agents.
Next, I help you train your agents with a well-built business knowledge base so they quickly become effective and autonomous. Finally, integration into your existing workflows is essential: AI must adapt to your daily operations, not the other way around. It’s there to support your teams and streamline processes, not disrupt them.
My role doesn’t stop at providing you with tools. I work with you to build a clear, tailor-made roadmap so that AI becomes a true growth driver for your business.