Early-careers hiring that judges potential, not pedigree.
A graduate scheme can draw thousands of applicants for a few dozen places — most with thin CVs and no work history to sort them by. FirstPanel gives every one of them a real interview instead of an automated rejection, assessing potential from eight angles and campus-blind, so the people you hire earn it and the people you don’t remember you fondly. AI screens; humans decide — always.
You can’t sort a generation of potential by CV keyword.
Twelve thousand applications land for a scheme with forty places, and almost none of them have real work history — just a degree, a couple of societies and a personal statement that reads like everyone else’s. So the pile gets filtered by university name, grade boundary or a screening test that quietly favours whoever had coaching. Brilliant people from the wrong postcode never reach a human. And because a first job leaves a lifelong impression, a cold, silent rejection is the story a whole cohort tells about your employer brand.
Built for the way you hire
A real interview for every single applicant
Nobody gets screened out by an algorithm before a person is involved. Every applicant does a full MERIT-8™ interview the day they apply — even at scheme-scale volume, in days not months.
Potential over pedigree
The eight-agent panel assesses problem-solving, drive and how someone thinks — not which university they attended or who they know. The strongest candidate can come from anywhere.
Campus-blind by design
A policy compiler blocks university, postcode and other proxy criteria that quietly disadvantage people, so your process is fair on the evidence — and you can prove it.
The interview that grows your employer brand
A first job shapes how a generation sees you. Every applicant gets a warm, professional interview and personalised feedback, so even a “no” builds goodwill instead of resentment.
Fair for international and neurodiverse talent
Interviews run in voice, video or text and 40+ languages, so nervous, non-native and differently-wired candidates can show their best in the format that suits them.
Evidence your hiring managers can trust
Every score links to what the candidate actually said, so managers reviewing a huge shortlist see the reasoning — and humans make every final decision.
Widen the funnel and raise the bar at once
Traditional graduate screening forces a trade-off: cast a wide net and drown, or filter hard and miss people. FirstPanel removes it — everyone gets interviewed, everyone is judged on the same evidence, and your team spends its time on genuinely strong candidates instead of triaging a CV pile.
- No university, grade or postcode filter deciding who gets heard
- The same structured interview for every applicant, scored the same way
- Personalised feedback that leaves a cohort talking about you warmly
The competencies that predict success
Eight AI agents each own one competency and score it against your rubric — every rating linked to the moment in the interview that earned it. These are the ones that matter most for this kind of role.
With little work history to go on, how a graduate reasons through an unfamiliar problem is the clearest signal of what they’ll become.
Early-careers success is about hunger and direction more than experience; the panel surfaces genuine motivation over rehearsed answers.
Graduates rotate across teams and step into the unknown constantly — a willingness to learn fast matters more than any single skill.
Clear thinking and clear expression predict how quickly a graduate becomes someone colleagues and clients can rely on.
Questions teams ask
How can you interview thousands of applicants for one scheme?+
Every applicant interviews in the browser the moment they apply, so there’s no scheduling bottleneck. A scheme drawing thousands is fully interviewed in days — everyone gets the same structured panel.
How is this fairer than a CV or aptitude screen?+
The MERIT-8™ panel assesses potential — problem-solving, drive, adaptability — rather than pedigree, and a policy compiler blocks university, postcode and other proxy criteria before an interview runs.
Does FirstPanel reject graduates automatically?+
Never. AI screens and scores against your competencies; humans decide — always. Every score links to transcript evidence, so your hiring managers make every call with the reasoning in front of them.
What about international students and non-native speakers?+
Interviews run in 40+ languages and in voice, video or text, so candidates can show their ability in the language and format they’re strongest in — not lose out to nerves or accent.
Why does candidate experience matter so much here?+
A graduate scheme is often someone’s first experience of your brand. Because every applicant gets a real interview and personalised feedback, even the people you don’t hire leave as advocates rather than critics.
See it on one of your own roles
Pick your longest-open requisition. First interviewed shortlist in about two weeks — keep the reports either way.