Deterministic by design.
Every other AI hiring tool gives you a score from a model you can't inspect. Scovai is built so the AI never decides the number: it only prepares the evidence.
How scoring actually works.
CVs, assessments, interview transcripts become clean, structured signals. The model's job ends here.
Every competency, match and rank is a transparent, weighted calculation. Same inputs → same output, every time.
Which signals fed the score, at what weight, at what confidence level. No black box.
The platform recommends. People hold the decision. Every time.
CVs, assessments, interview transcripts
Models read and normalise, no scoring here
Weighted, deterministic. Same in → same out
Ordered list, every score flagged by certainty
Full breakdown, traceable to every input
The two-stage re-ranking pipeline: AI reads, formula ranks, humans decide
Why it matters.
Not "explainable-ish." Every number traces back to its inputs in one click.
Reproducible results, full action log. If someone asks why, you have an answer.
Demographic signals excluded from scoring by design. Fairness tracked, not assumed.
When a candidate, an auditor, or a regulator asks "why this person?", you have a real, structured answer.
S.C.O.V.A.I.: the method, not a made-up word.
Semantic Career Orchestration & Validation through Augmented Intelligence.
We read meaning, not keywords. A CV in any supported language becomes structured, comparable signal.
We don't stop at the hire. We carry the same data from application to onboarding to development.
Every claim gets verified: skills tested, identity confirmed, traits measured. Nothing taken on faith.
The operative word is augmented. The AI does the heavy reading. The human makes the decision. Always.
Every CV and every role is embedded as a vector of meaning, not keywords. The closer a candidate sits to the role in this space, the stronger the semantic fit, across any language.
Semantic matching: candidates and roles in the same embedding space
The engine behind the extraction runs on Cortex — private, governed infrastructure built for regulated environments.
