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EnseignerEntraînerObserverCorrigerProuver

L'instructeur IA qui vous mène de zéro à la preuve vérifiée.

Safua vous enseigne un domaine depuis la base, vous entraîne à construire avec de vrais outils et transforme votre travail réel en preuve vérifiée avec votre consentement.

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Voir comment la preuve fonctionne
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The Safua desktop app teaching a field, then watching real work and turning it into verified proof

Pending real product capture

Built for the people who need

  • Learners
  • Teams
  • Institutions
  • Employers

proof of real capability.

Two paths, one proof bar

Go deep on a career, or sharp on one capability.

Every field can be taken two ways. Pick the depth that fits where you are. Both run the same scored proof pipeline, so what you earn means the same thing either way.

Parcours de carrière

Devenez prêt pour le poste, de bout en bout

The deep route to a full role, built from the ground up.

Idéal pour les personnes en reconversion et celles visant un nouveau poste.

  • A complete journey through a field, from first concepts to the full breadth of the work.
  • Sustained, independent practice on real tasks across the whole role, with correction in the moment.
  • You build a body of work, not a single deliverable.

Ends in a stronger credential and a portfolio of real, verified work you can show.

Parcours de compétence

Get one outcome you can use now

The shorter route to a single, concrete result.

Idéal pour les professionnels qui ont besoin d’un résultat concret rapidement.

  • Just enough concept to do the work well, focused on one outcome.
  • A direct plan toward a concrete result, like using AI tools to automate a workflow or building a working dashboard.
  • Real applied practice, scored the same way as a career path.

Ends in verified proof of the capability, with the same confidence levels.

How they connect

Start with a capability. Upgrade into a career path.

Win the outcome you came for, then keep going. The work you already proved carries forward into the career path, so an early capability is the first step of a full role, never a detour.

Compare the two paths

How Safua works

Teach. Train in real tools. Watch with consent. Prove.

One personal AI instructor carries you the whole way, from your first concept to verified proof of what you can do. Here is the loop.

Enseigner

Safua teaches the concept before asking you to build.

You do not start by being thrown into a blank screen. Safua teaches the field in sequence, with worked examples calibrated to where you actually are, so each step makes sense before you try it.

When a concept is clear, it moves you into doing the work. You learn by building, not by watching a video and hoping it sticks.

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The Safua desktop app teaching a concept, then handing off to a first guided task.

Pending real product capture

Concept first, then the work. Always in that order.

Construire avec de vrais outils

It tells you what to open and what to do next.

Safua works alongside the real tools of the field, the same ones professionals use. It tells you exactly what to open and the next concrete move toward your goal, so you are never stuck wondering what to do.

You build real work, not toy exercises. The session has direction: a goal, the next step, and a way to know you are making progress.

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The Safua desktop app guiding the next step inside a real working environment.

Pending real product capture

Real tools, with a clear next move at every step.

Watch and correct with consent

It watches only what you allow, and corrects you in the moment.

Observation is consent-based. Safua is designed to watch your work only when you turn it on, with a visible indicator the whole time it is watching and a one-action stop whenever you want. Nothing is captured silently.

While it is on, Safua is built to correct what you actually did, in the moment, and to help you do it rather than do it for you. Every bit of help, from a small hint to a full solution, is recorded on the assistance level so it stays honest.

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The Safua desktop app with the observation indicator visible and a one-action stop control.

Pending real product capture

Consent-based. You see what it sees. One action turns it off.

Preuve

Proof comes from scored evidence, not from being watched.

Being observed is not a credential. What Safua observes becomes evidence of real work, and that evidence is scored for independence, assistance level, correctness, and integrity.

Scored evidence becomes verified proof that carries a clear confidence level, so a reader knows exactly what it stands for and what it does not. The proof reflects the work, not the watching.

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A verified proof artifact built from scored evidence, showing its confidence level.

Pending real product capture

Scored evidence becomes verified proof a reader can trust.

Built for real capability

Capability you can show, not a certificate you can buy.

Most learning ends with a video watched or a quiz passed. Safua is built so that what you finish with is real skill, applied to real work, and proof a reader can actually understand.

  • The right guide

    A personal AI instructor for the field you chose.

    Not generic tips and not a search box. Safua teaches your specific field in sequence, adapts to where you actually are, and stays with you from the first concept through real, independent work.

  • Real work, not passive lessons

    You do the work, in the real tools of the field.

    There are no watch-and-forget videos here. You build inside the same tools professionals use, with a clear next step at every stage, so the thing you walk away with is a body of work, not a stack of finished modules.

  • Proof a reader can understand

    Proof anyone can read and trust at a glance.

    Your real work is scored into verified proof that states plainly what you can do and at what confidence level. A hiring manager or a teammate sees exactly what it stands for, without taking your word for it.

Voir comment la preuve fonctionne

Who Safua is for

Built for people who need proof of real capability.

From a first career to a whole team, the people below come to Safua for the same thing: capability they can prove. Their stories will live here as the work speaks for itself.

  • Career changers

    Moving into a new field and starting from the ground up. You want depth across the whole role and proof that you can actually do the work, not just a course you finished.

  • Working professionals

    Already in the field and adding a specific capability fast. You want one concrete outcome you can use at work, scored to the same bar as everything else.

  • Teams

    Leveling up real skills together and seeing where each person genuinely stands. You want capability you can trust across the team, with proof that reflects the work.

  • Institutions

    Schools and programs that want learning to end in something verifiable. You want graduates whose proof means the same thing to every employer who reads it.

  • Employers

    Hiring and developing people on evidence, not guesswork. You want proof you can read at a glance, with a clear confidence level behind every claim.

Why now

Explanation is free. Capability and trustworthy proof are not.

Anyone can get an answer in seconds. What stays hard is building real skill, and then showing, credibly, that you actually have it.

  • Answers are everywhere

    Getting something explained has never been easier. That is a good thing, but reading an answer is not the same as being able to do the work.

  • Capability is still scarce

    Real skill comes from doing the work, getting corrected in the moment, and doing it again. Most tools stop at the explanation.

  • Proof is hard to trust

    A certificate rarely says how much help you had or whether you could do it again unaided. Safua scores the work itself.

Why not just a chat assistant

A chat assistant answers questions. Safua builds and proves a skill.

A general assistant is great at one-off answers. Safua is built to take you all the way to capability you can demonstrate.

Safua compared with A general chat assistant
CapabilityA general chat assistantSafua
Teaches a fieldAnswers isolated questions in whatever order you ask.Teaches concepts in sequence with worked examples calibrated to your level.
Sees your real workOnly sees what you choose to paste in.Watches your actual screen with consent and corrects what you actually did.
Drives the sessionWaits for you to ask the next thing.Tells you what to open and what to do next toward your goal.
Remembers the journeyStarts fresh and forgets where you were.Remembers across months as you work toward a goal.
Proves what you becameLeaves you nothing to show for it.Issues verified proof built from scored evidence.

  • Teaches a field

    A general chat assistant

    Answers isolated questions in whatever order you ask.

    Safua

    Teaches concepts in sequence with worked examples calibrated to your level.

  • Sees your real work

    A general chat assistant

    Only sees what you choose to paste in.

    Safua

    Watches your actual screen with consent and corrects what you actually did.

  • Drives the session

    A general chat assistant

    Waits for you to ask the next thing.

    Safua

    Tells you what to open and what to do next toward your goal.

  • Remembers the journey

    A general chat assistant

    Starts fresh and forgets where you were.

    Safua

    Remembers across months as you work toward a goal.

  • Proves what you became

    A general chat assistant

    Leaves you nothing to show for it.

    Safua

    Issues verified proof built from scored evidence.

Domaines

Choose the field you want to master.

Each field is taught from the ground up by an instructor built for it. Open a field to see the careers inside it and the shorter capability paths within reach.

Explore all fields

  • Intelligence artificielle

    Concevez et exploitez les systèmes qui mettent l’IA au travail.

    Careers inside
    • AI Engineer
    • Forward Deployed Engineer
    • Machine Learning Engineer
    • MLOps Engineer
    • Agentic AI Engineer
    • AI Safety & Governance Specialist
    Parcours de carrièreParcours de compétenceOpen field ›

  • Données

    Transformez les données brutes en décisions fiables pour l’entreprise.

    Careers inside
    Parcours de carrièreParcours de compétenceOpen field ›

  • Développement logiciel

    Concevez, construisez et maintenez des logiciels qui tiennent la route.

    Careers inside
    • Frontend Developer
    • Backend Developer
    • Full-Stack Developer
    • Mobile Developer
    • QA Engineer
    Parcours de carrièreParcours de compétenceOpen field ›

  • Cloud et DevOps

    Faites en sorte que le logiciel se déploie, monte en charge et se rétablisse sans drame.

    Careers inside
    • DevOps Engineer
    • Cloud Engineer
    • Platform Engineer
    • Site Reliability Engineer
    • Network Engineer
    Parcours de carrièreParcours de compétenceOpen field ›

  • Cybersécurité

    Détectez, évaluez et répondez aux menaces avant qu’elles ne causent du tort.

    Careers inside
    • Security Analyst
    • Security Engineer
    • AI Security Engineer
    • Penetration Tester
    • DevSecOps Engineer
    • GRC Analyst
    Parcours de carrièreParcours de compétenceOpen field ›

  • Produit et Design

    Décidez quoi construire, et rendez-le clair et utilisable.

    Careers inside
    Parcours de carrièreParcours de compétenceOpen field ›

Starting with the fields below. We add more over time as new instructors are ready.

THE CURRICULUM

Every career has a defined curriculum. Not a chat history.

Each career on Safua is built on a versioned curriculum: modules, milestones, and the evidence each milestone produces. The instructor teaches from it, your work is scored against it, and your proof cites it.

  • Defined before you pay.

    You know what the path covers and what you will build at every milestone.

  • Versioned.

    Your proof certifies against the curriculum version you completed. Updates never shift it under you.

  • Kept current.

    Curricula are re-audited as the industry moves, so the path you learn is the job that exists.

How proof works

Proof you can actually stand behind.

Safua does not confuse being watched with being credentialed. Observation is only the first step in a scored pipeline.

  1. Observation

    With your consent, Safua watches the real work as you do it.

  2. Evidence

    What it observes is captured as concrete evidence of the work.

  3. Scored

    Evidence is scored for independence, assistance, correctness, and integrity.

  4. Preuve

    Scored evidence becomes proof that carries a clear confidence level.

Steps 03 - 04

Scoring is what turns a record of work into proof.

Evidence is scored for independence, assistance, correctness, and integrity. Only scored evidence that clears the bar becomes proof, and every result carries the confidence level it earned.

Proof carries one of three confidence levels.

  1. Pratique observée

    You practiced a skill and your work was observed. The lightest level of confidence: it shows you did the work, not yet that you can do it unaided.

  2. Tâche appliquée vérifiée

    You completed a real, applied task and the evidence was scored for independence, assistance level, correctness, and integrity. A practical signal that you can apply the skill.

  3. Accréditation à haute garantie

    The strongest level: sustained, independent, correct work across a role, scored end to end. Reserved for career-path completion.

Voir comment la preuve fonctionne

Our promise

Watching you work is a serious thing. We treat it that way.

Observation is the heart of how Safua helps, so the contract around it is built to be transparent by default.

Consent-basedYou see what it seesOne-action off

  • Consent-based, never silent

    Safua only watches when you turn it on. There is always a visible indicator while it is watching.

  • You always see what it sees

    Nothing about the observation is hidden from you. What Safua sees, you see.

  • One tap off

    Stop observation at any moment with a single action. No menus to dig through.

  • Data minimized by default

    Raw screen frames are not stored by default. We keep what is needed to help and to prove, and no more.

Read the trust commitments

Early access

Safua desktop is in development. Join early access.

Leave your email and we will tell you the moment preview access opens. No spam, no pressure.

Questions

Answers, stated plainly.

Get started

Learn the field. Do the work. Prove it.

Safua is the instructor that teaches you, watches you work, and proves what you can do. Join early access and be first in when preview opens.

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