How it works

An AI career operating system

CAREVO Jobs turns your scattered career history into one structured database — then puts it to work. Build your profile once, generate tailored resumes, get matched to the right jobs with an explainable score, and apply with confidence. Everything connects, and everything improves over time.

Career database Resume builder AI matching Email apply & tracking
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The product loop

From your story to the right opportunity

  1. 1

    Build your Career Profile

    Create one structured home for everything that defines your career — experience, education, skills, languages, certificates and references. You enter it once and reuse it everywhere, so your professional story is always accurate, complete and ready to act on.

  2. 2

    Upload documents — AI extracts, you confirm

    Drop in your existing CVs, letters or certificates and our AI reads them, structures the details and proposes them back to you with confidence levels. Nothing is saved until you review and confirm it, so you stay in full control of your own data.

  3. 3

    Generate tailored resumes

    Turn your profile into polished, professional resumes in seconds — in corporate, NGO or international styles. Because everything is built from a single source of truth, every resume stays consistent and current.

  4. 4

    AI matching & job alerts

    Our hybrid AI compares your profile against live opportunities and gives each one a clear Match Score with the reasons behind it. Relevant roles come to you through alerts, so you spend time on the jobs that actually fit.

  5. 5

    Apply by email & track everything

    Apply directly by email where supported, or get a ready-to-send package for external applications. Your AI Match Score is included with each application, and every step is tracked in one place so nothing slips through the cracks.

  6. 6

    Keep improving over time

    As you add detail, upload new documents and gain experience, your profile gets richer — and your matching, resumes and recommendations get sharper. CAREVO grows with your career instead of starting from zero each time.

The engine

How our AI matching works

Matching is the heart of CAREVO Jobs. Instead of crude keyword counting, we use a hybrid matching engine that blends hard, structured signals with genuine language understanding — and turns the result into a single, explainable Match Score.

Structured signals

What the facts say

We weigh the concrete fit between you and a role: skills, job title and role family, sector, level of experience, and location. These are the objective building blocks that tell us how closely your background lines up with what an employer is asking for.

Semantic AI understanding

What the words mean

On top of the facts, AI language understanding grasps meaning, context and synonyms — so a role described in different words, or experience phrased differently from a posting, is still recognised as relevant. It reads for intent, not just exact matches.

One clear Match Score, with the “why”

The engine combines these multiple weighted signals into a single 0–100 Match Score, paired with a human-readable explanation — the strengths that make you a strong fit, and the gaps worth improving. You always see why, never just a number.

Accuracy & trust

Calibrated, transparent, and always a decision aid

Gets sharper over time

The richer and more complete a profile is, the more confident the match. Scores are continuously calibrated as profiles and postings improve.

Explainable by design

Every score comes with its reasoning — matched strengths and concrete gaps — so the result is understandable, not a black box.

Fairness-aware

The score is a guide for people, never an automatic accept or reject. Humans always make the final call, and we design to reduce bias, not amplify it.

Built for both sides

Value for job seekers and employers

For job seekers

See your fit before you apply

  • Know your real fit for a role up front — no guesswork.
  • Get clear guidance on what to improve to become a stronger candidate.
  • Stop wasting effort on roles that were never a match.
  • Submit sharper, more relevant applications with your score attached.
For employers & recruiters

Triage with confidence

  • Every application arrives with an objective fit score.
  • Sort through hundreds of applicants quickly and consistently.
  • Compare candidates fairly against the same signals.
  • A decision aid that supports judgement — people still decide.

For Employers →