No technical tutorials, no hype: what each notion concretely changes for your job, your teams and your decisions. Every article is interactive and matches a level of the path.
Problem, data, build/buy, AI Act, ROI, adoption: the interactive checklist to tick before launching. Printable PDF included.
glossaryLLM, RAG, agents, MCP, fine-tuning: the jargon decoded as flip cards. Free PDF glossary.
compliance · IT professionsClassify your use case by risk level, discover your obligations. Free audit checklist PDF.
toolkit · IT professionsReady-to-use prompts for every role — CIO, project manager, PO, BA, data, architect, dev. Full kit as a PDF.
pedagogical innovationThe example of Sarah, a Product Owner in luxury: same concepts, but her job, her sector, her projects. The principle as a PDF.
assessment · IT professionsA 6-question scored self-assessment, your level across the 5 key competencies, and your action plan as a PDF.
for CIOsThe guide to turning scattered usage into a governed, measured competence: cost of inaction, profile-generated training, tracking, funding. Free PDF brief.
toolkit · IT consultantsCopy-paste prompts for every ceremony — user stories, sprint planning, refinement, retro, QA. Full playbook PDF included.
Foundations · level 02An LLM doesn't “know” anything, it predicts. The diagram to redraw on the whiteboard, and what this mechanic changes for your decisions.
Foundations · level 03Role, context, task, format. The simple structure that separates decorative prompts from the ones that truly save time.
Practitioner · level 11Why an LLM doesn't know your documents, how RAG fixes it, and the three questions to ask before launching a project.
Practitioner · level 14The difference between a chatbot and an agent, what autonomy changes for your management, and the universal socket (MCP) to your tools.
Practitioner · level 17Describe what you want and watch the tool build it: what this practice does (and doesn't) allow a non-technical manager.
Strategist · level 24The European regulation classifies AI uses by risk level. Here's how to place your projects — and the obligations coming up.
Every blog article matches a level of the path — a version personalized to your job, with exercises and an AI coach.
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