Digital 360 - Christophe Margaine EI, MSc
Let's get to the point! I use AI every day to produce, steer and decide. My edge: over 15 years of strategic and hands-on experience built without it, which lets me orchestrate it and correct what it produces.
I split the work, pick the model, check the output. AI speeds things up; it does not decide.
Reusable, versioned prompts. Real example: turning web performance measurements into tickets prioritized by owning team.
An assistant grounded in your documents (RAG), tool calling, cost guardrails. Token usage per exchange cut by a factor of 2 to 3.
n8n, Make and Zapier workflows and API integrations between your tools, when automation costs less than an agent.
Which data leaves, where to, and for how long. Consent, minimization, retention: handled before production.
What deserves AI, what deserves a script, what deserves neither. Budget is judged on delivered output.
In 2010 I programmed in Python, scripted and tested the Nao humanoid robot. Humanoids are entering the workplace. I am preparing to program and test them.
No. It removes hours of repetitive work and lets an experienced person go much further. EasyEnd proves it: a full platform, built and run without a team.
No. I assemble existing models, ground them in your data and put guardrails around them. Faster, cheaper, easier to maintain.
Grounding in verified sources, tool calls instead of model memory, and human review on anything binding. I review, and I correct.
A robot is an AI system that moves. I programmed the Nao robot in 2010 and I am preparing to test humanoids: dedicated page.
