AI talent assessment, evidence-based, at any volume
Ployo is the AI talent assessment tool built for teams that refuse to skim. We run a structured, adaptive AI video interview with every applicant the moment they apply, verify the must-have requirements your role actually needs, score candidates against a rubric calibrated to that role, and hand your hiring manager the cited evidence behind every score, full recording, transcript, and per-dimension breakdown. No multiple-choice tests, no proxy questionnaires, no black-box scores.
30-minute call · See Ployo on one of your live roles
What an AI talent assessment actually is
An AI talent assessment isn't a personality quiz or a timed logic test bolted onto your application form. Ployo's version is a live, structured conversation, an AI interviewer (Sally) that asks role-specific questions derived from your job description, listens to how a candidate actually answers, and produces a scored, evidence-backed record of the conversation. It's closer to a first-round interview than a test, run automatically for every applicant instead of a hand-picked few.
Adaptive assessment, not a static test
Most talent assessment tools are scored questionnaires, fixed questions, fixed options, no follow-up when a candidate's answer is vague. Ployo's AI interviewer probes deeper in real time. "Earlier you mentioned read-replicas, at what scale did that approach start to break down?" Candidates demonstrate actual skill, not rehearsed bullet points. The assessment adapts to each candidate, not the other way round.
Must-have requirements, verified, not assumed
Every role has a handful of requirements that aren't negotiable, a licence, a certification, a minimum years of hands-on experience, right-to-work. Ployo's assessment confirms each must-have directly in conversation rather than trusting whatever a CV claims, and records a clear met, partially met, or not met result per requirement with the candidate's own words as the evidence. Good-to-have skills are still assessed, but they never mask a missed must-have.
Role-calibrated rubric per assessment
Paste your job description; Ployo extracts requirements, preferences, and disqualifiers and turns them into a weighted scoring rubric, five dimensions (Technical Skill, Communication, Experience Fit, Problem Solving, Cultural Fit) tuned per role. Engineering hires might weight Technical heavily; sales might weight Communication heavily. The same weights and the same question structure apply identically to every candidate, eliminating interviewer drift.
Cited evidence in every score
Every rubric dimension on every candidate's scorecard links to the exact verbatim moment in the interview that justified it. Nothing is asserted without a citation. Hiring managers can audit any score in 90 seconds, no black-box AI, no "trust the algorithm". The assessment is defensible end-to-end, and the full transcript is there if anyone wants to check the AI's reasoning against the actual conversation.
Built for volume hiring
The problem AI talent assessment exists to solve is volume: a hundred applicants for a role a recruiter has an hour to screen. Ployo runs the assessment with every applicant in parallel, not a filtered shortlist, so a strong candidate whose CV undersells them still gets a real interview instead of getting auto-rejected by a keyword filter. Recruiters spend their time on the ranked results, not on the first pass.
Consistent by design, not a bias-removal claim
Every candidate for a role answers the same core question set, evaluated against the same rubric, by the same AI interviewer. That structure removes the variance you get when different recruiters run different interviews on different days, some rushed, some thorough. We don't claim the assessment eliminates bias; we claim it's consistent and it shows its work, which is what makes it auditable if a decision is ever questioned.
Scales with applicant flow, not with headcount
Most assessment platforms tax growth with per-seat licences. Ployo charges by throughput. One workflow runs thousands of assessments in parallel, 50 a week or 5,000. The assessment economics scale with your applicant flow, not with how many recruiters you've hired to run them.
Every applicant assessed against the same rubric, must-haves verified, ready to forward to hiring managers in seconds.
- Per-rubric-dimension score with cited verbatim quotes
- Met / partially met / not met status per must-have requirement
- Side-by-side compare two candidates' assessment results
- One-click override with audit trail kept
A defensible, consistent assessment story, every candidate, every cycle.
- Audit trail on every assessment, score, and override
- Calibration analytics tied to past hire outcomes
- Pre-shortlist evidence pack per finalist
Frequently asked
01How is an AI talent assessment more valid than a multiple-choice test?
A multiple-choice test measures what a candidate remembers. An AI video interview measures what they actually know, and how they reason through ambiguity in real time. Sally adapts to each candidate's answers, probing when responses are thin and moving on when they demonstrate depth. The recording plus transcript plus rubric-cited scorecard is far harder to fake than a static test, and far more predictive of on-the-job performance.
02What's the difference between an AI talent assessment and an AI recruitment assessment?
In practice they describe the same workflow, an AI-run, structured evaluation of a candidate against role requirements. "Talent assessment" tends to describe the scoring and rubric side, while "recruitment assessment" tends to describe the same thing positioned inside the hiring funnel, right after the CV parse and before the shortlist. Ployo runs one workflow that covers both: the interview, the must-have verification, and the scored, cited output your recruiting process needs.
03Can Ployo assess candidates at high volume, hundreds in a week?
Yes. The assessment workflow is built for parallel throughput, not sequential scheduling, thousands of interviews can run at once with no recruiter time spent scheduling or sitting in on any of them. Volume hiring roles (contact centre, retail, care, logistics) are exactly the use case this was built for, where a recruiter physically cannot interview every applicant by hand.
04Does the AI assessment eliminate bias?
No, and we don't claim it does. What it does is remove a specific source of inconsistency: different candidates for the same role being asked different questions, evaluated by different interviewers, on different days, against no shared rubric. Every candidate gets the same structured interview and the same weighted rubric, and every score carries the verbatim evidence it was based on, so the assessment is auditable rather than a black box.
05What stops candidates from cheating?
Ployo's integrity engine flags tab-switching, multiple-person presence in frame, lip-sync mismatches, LLM-generated answers, and suspicious copy/paste in real time. Every flag is timestamped on the recording, so your team can review the moment and decide what counts. Most flags are benign and your team makes the call; the engine surfaces evidence, it doesn't auto-reject.
06How long does a Ployo assessment take a candidate?
Typically 20–35 minutes for a full interview, or 5–10 minutes if you configure Ployo as a screening pass first. Sally adapts the length to what's needed, a junior sales role might run 18 minutes; a senior engineering role might run 40. Candidates take it on web or mobile, 24/7, no scheduling needed.
07Can I set my own must-have requirements for an assessment?
Yes. Recruiters author the must-have list per role, licences, certifications, minimum experience, right-to-work, whatever is genuinely non-negotiable, and Ployo confirms each one directly with the candidate during the interview rather than inferring it from the CV. Good-to-have preferences are scored separately and never override a missed must-have.
08Is this fair to candidates whose first language isn't English?
Yes. Sally interviews in 23 languages including Spanish, French, German, Portuguese, Mandarin, Japanese, and Arabic. The rubric is identical across languages, candidates are scored on substance, not phrasing. For English-language roles, an optional CEFR fluency rating (A1–C2) can be enabled per assessment.
09How much does the assessment tool cost?
Pricing scales with hiring volume, no per-seat or per-recruiter licence fee. The founder will scope a package against your actual applicant flow, role mix, and integrations. Talk to the founder for a quote built around your hiring cadence.
See it on one of your live roles
Book a 30-minute call with the founder. We'll set Ployo up on a role you're hiring for right now and walk through the shortlist.
Talk to the Founder