Introducing Linguagent: an AI Tutor That Adapts to You

By Orixon · live now at linguagent.com

Most learning apps treat everyone the same — the same lessons, the same pace, and feedback that sounds confident but isn't anchored to anything real. Linguagent, the newest product from Orixon, takes a different approach: it builds a living model of what you can do, grounds every judgment in a real standard, and adapts your plan as you grow. And it speaks to you in your own language while you learn a new one.

A tutor that learns you

At the heart of Linguagent is a learner model — a continuously updated picture of your skills, your confidence at each one, and your practice history. Every journey starts by assessing where you are, and then runs a simple, powerful loop:

• Score your answers against a real rubric — with cited evidence, not guesswork.
• Plan a daily path weighted to your weakest, most relevant skills, in the minutes you actually have.
• Tutor your work with specific, encouraging feedback.
• Update your model after every attempt — so you can watch your progress move over time.

The more you use it, the better it fits you. That's the whole point.

Grounded, not guesswork

AI feedback is only as good as what it's anchored to. For language, Linguagent assesses you against the CEFR framework — the international A1–C2 standard — so a level isn't a vibe; it comes with the evidence behind it. You can see why you're where you are, and exactly what moves you up.

Bring your own knowledge

You decide how your journey works — as general or as specific as you like. Want to study from your material? Add files, web links, or notes — or let Linguagent research a topic from the web for you — and it builds your assessments, practice, and quizzes from that. Prefer to just start practicing? It generates everything for you. Your call, on every journey.

Not just languages — any subject

Linguagent started with language, but the same adaptive engine teaches any subject or skill — a certification, a course, a topic you care about — graded on a mastery scale instead of CEFR. Studying for a driving-theory test, a professional exam, or an entirely new field? Point a journey at your materials and learn it the same adaptive way.

In your language

Learning something new shouldn't require already knowing English. Linguagent talks to you in your own language — explanations, feedback, and the entire interface — across many languages, including right-to-left scripts like Arabic and Persian, while keeping the content you're learning in its target language.

Built to be trusted — and to integrate

Under the hood, Linguagent is a team of specialist AI agents built on Google's Agent Development Kit and Gemini, running on Google Cloud. Each agent is decoupled — so Linguagent works as a personal tutor today, and as a service an institution's own systems can plug into tomorrow through the open agent-to-agent standard. That makes it a natural fit for schools, training providers, and businesses.

Part of Orixon

Linguagent is one of the products from Orixon, where we build AI agents that do real, grounded work — not demos. Adaptive learning is a perfect expression of that: personalization that's measurable, feedback you can trust, and tools that meet people exactly where they are.

Try it

Linguagent is live and free to start. Begin a journey — a language, or any subject — at linguagent.com.