Adaptive learning infrastructure

AI that learnshow people learn.

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We build technology that makes learning personal, adapting the path to each person.Idoneo Labs builds the technology behind personalized learning. We turn content and learning signals into pathways that adapt to each person.

Discover our approach

About Idoneo Labs

Learning is personal. Technology should follow.

We turn fragmented content into learning paths that respond to what each person needs.The same material does not help everyone in the same way. We build systems that recognize knowledge gaps and turn fragmented content into a coherent, adaptive learning journey.

Explore our technology

Built around the learner

Each interaction helps the system understand the person and adapt their learning path.

Content into pathways

Knowledge becomes a connected journey, with a clear focus for each study session.

A proprietary foundation

Our AI, learner models and orchestration engine form a technology stack developed by Idoneo Labs.

Designed to be shared

Our vision is to bring this foundation to the products and organizations that help people learn.

Our Technology

Every interaction informs a more personal path.

Deep Knowledge Tracking

Each interaction updates our understanding of what you know.Deep Knowledge Tracking captures learning signals from each interaction, tracking how understanding develops over time and where gaps remain.

Adaptive learning

Learning Digital Twin

A dynamic learner model evolves as you learn.A dynamic digital twin keeps the learner model up to date. It helps the system adjust difficulty, format and focus as each person learns.

Adaptive learning

AI Content Generation

AI and editorial review turn source material into learning content.We combine AI generation with editorial review to turn source material into structured learning content. Study plans, adaptive quizzes and audio become parts of a coherent learning journey.

Adaptive learning

Learning Orchestration

One proprietary engine connects content, learner models and activities.Our proprietary cloud engine connects content generation, learner models and adaptive activities. It is the foundation we intend to extend to new learning contexts.

Adaptive learning

Idoneo Labs · Applied Technology

Our first product. Built around how you learn.

Personalized preparation for public-sector recruitment exams.Our adaptive learning technology, applied to preparation for Italian public-sector recruitment exams.

idoneo.io · Product 01

Exam preparation. Personalized learning.

Discover idoneo.io

idoneo.io · Pre-launch

One exam. A path built around you.

idoneo.io turns the official exam notice into a personalized study path, with tailored study plans, adaptive quizzes and audio podcasts.

Choose your exam. Start with its official notice, subjects and requirements.

Follow your pathway. A tailored study plan, quizzes and audio podcasts.

Practice and adapt. Each interaction updates your learning digital twin.

Understand your progress. The Factor brings your preparation into perspective.

Explore idoneo.io

All features are ready. idoneo.io is in pre-launch ahead of its commercial release.

idoneo.io Factor

Your progress.In perspective.

A dynamic metric that combines your level of preparation, study efficiency and standing among fellow candidates. It updates as you learn.

Preparation

Understand your level across the exam subjects.

Efficiency

See how your study effort translates into progress.

Perspective

Understand where you stand among fellow candidates.

Our VisionProprietary technology

Adaptive learning at the core. New ways to bring it to people.

“Personalized learning, wherever it happens.”

Today, idoneo.io helps people prepare for Italian public-sector recruitment exams. Our vision is to make the same technology available to publishers, universities and organizations, through integrations and learning experiences built around their needs.

Explore our vision/EdTech

Our Impact

One foundation. For people and those who help them learn.

For Organizations · Our Vision

Bring adaptive learning into your world

We aim to put our learning engine in the hands of publishers, universities and organizations, so they can build adaptive experiences around their own content and communities.

We see integrations and tailored platforms as a way to reach new learning contexts. Our ambition is to work with local partners to extend this approach across languages and markets.

Integrations and tailored experiences

New learning contexts and languages

For People · Today

A study path that evolves with you

With idoneo.io, candidates preparing for public-sector recruitment exams can follow a path that adapts to their knowledge. Study plans, quizzes and audio podcasts come together around their exam requirements.

The learning digital twin tracks progress and knowledge gaps, helping the system focus practice where it is needed. The Factor gives candidates a clearer view of their preparation.

A path built around your preparation

A clearer view of your progress

Strategic Commercial Partner

AI that learnshow people learn.

Built around the learner

Content into pathways

A proprietary foundation

Designed to be shared

Deep Knowledge Tracking

Learning Digital Twin

AI Content Generation

Learning Orchestration

Our first product. Built around how you learn.

One exam. A path built around you.

Your progress.In perspective.

Preparation

Efficiency

Perspective

Bring adaptive learning into your world

A study path that evolves with you

Smart Job is our commercial partner for the distribution and sale of idoneo.io in Italy.