How MentivisOS generates training from a framework

MentivisOS generates training content automatically from a target framework and a skills diagnosis. At no point does a human need to write a module, create slides or structure a course outline. The system produces a complete program: objectives, sequenced modules, methods, materials, assessments — aligned with the target framework and tailored to each learner's profile.

Input: a framework and a diagnosis

The process starts with a skills framework (RNCP, internal competency grid, Qualiopi requirements) and a diagnosis of the learner's current level. These two inputs are sufficient for MentivisOS to produce the optimal learning path.

Output: a complete program

The generated program includes measurable objectives, a structured sequence, pedagogical methods, supporting materials, assessment modalities and success criteria. Each component is aligned with the framework and adapted to the learner's starting point.

What this changes

Instead of designing training from scratch for each need, the organization defines the framework and the profile — MentivisOS produces the program. This reduces production time from weeks to minutes and ensures that every program is both certified-aligned and personalized.

Key takeaways

• MentivisOS generates complete programs from a framework + diagnosis.
• No human content writing is required for program generation.
• Output includes objectives, sequencing, methods, materials, assessments.
• Production time drops from weeks to minutes.
• Every program is simultaneously framework-aligned and personalized.