Intelligence Notebooks
Explorations, perspectives and stories around artificial intelligence

The Deployment Shock: Getting Your Teams to Adopt a New Tech Tool
A high-performing tool rejected by your teams is a lost investment. Understand the root causes of rejection and apply the CAP strategy to make adoption stick.

Build vs Buy: Should You Develop or Purchase Your Software Solution?
Buy off-the-shelf software or build a custom solution? Discover the strategic criteria, the hidden costs and the modern methods that help you make the right call.

Data & Processes: Is Your Company Really Ready for Artificial Intelligence?
Before launching an AI project, have you analyzed your data and your processes? Discover the two essential pillars for a successful integration and a maximized ROI.

When Software Adapts to the Way You Work
Adaptive interfaces no longer just respond to clicks: they learn from your habits, anticipate your needs and step back when they are not useful. A concrete challenge for business software.

From Pilot to Deployment: What Really Makes the Difference
POC validated, pilot conclusive… and yet the deployment never comes. It is not a question of technology: it is a question of method. Here is what actually plays out between the pilot and production, and how to prepare the ground from the very start of the project.

Why the AI You Tested Isn't the AI That Could Really Help You
Consumer AI impresses, but it often struggles to fit the realities of a profession. Why? Because what makes an AI genuinely useful is not the power of the model, it is the context. Here is why generalist tools hit their limits exactly where specialized business software makes the difference.

Industrial AI: How a Scoping Study Saves You 6 Months of Useless Development
Why does 95% of the code in a POC end up in the bin? From Hollywood illusion to Sergio Leone realism, discover how a rigorous scoping study identifies your actionable gains without wasting time on trial and error.

Why Do Most AI Projects Fail?
Succeeding with an AI project is no accident: a clear roadmap, user involvement, agile methods, co-development with specialists, ROI evaluation and data sovereignty are all levers that turn an idea into a concrete, useful and durable solution for the business.

AI in the Service of Industry in Bourgogne-Franche-Comté
Bourgogne-Franche-Comté enters the era of Industry 4.0: discover how lean and sovereign artificial intelligence is transforming workshops and strengthening regional competitiveness.