KoLi for Business

Spoken screening interviews for hiring teams

After the paper audit. Before the human interview. Ground every screen in the candidate's CV, JD, audit packet, and your culture. Then get a deep company report with clips and integrity signals.

Who it's for

Hiring teams and partners that already run a paper or portfolio gate — and need a short, consistent spoken screen before humans spend time. Invite-only. Browser-based. Separate from consumer KoLi.

What your hiring team gets

The buyer is the company. Admins create the screen, review the protocol, send the invite, and receive the analysis. Candidates get constructive feedback only — no coach loop, no practice CTA.

Pass / hold / fail with confidence

A clear recommendation so your team knows who advances, who needs a closer look, and who to release — without replaying the whole call.

Evidence quotes and answer clips

Camera (and optional screen) clips tied to the transcript. Review the moments that mattered, not a wall of notes.

Competencies, risks, and audit delta

See how the spoken screen lines up with the CV, JD, and optional audit packet — including gaps, thin proof, and culture fit signals.

Integrity / anti-cheat panel

Risk band, event counts, and a timeline alongside the answers — so integrity context sits next to performance, not instead of it.

Integrity / anti-cheat

See risk signals alongside the answers — not instead of them. Consent covers recording, employer review, screen share, and integrity monitoring.

Screen share and fullscreen

Sessions arm screen share and request fullscreen so the environment stays interview-like from the first question.

Continuous spoken screen

Ask → answer with no prep window to switch tabs and search. The interview keeps moving.

Browser and behaviour signals

Tab hide/show, window blur, paste, leaving fullscreen, and screen-share drops are logged for review.

Speaking-consistency heuristics

Flag-only checks on duration, speaking rate, and audio level — not biometric identity matching.

Time and money you stop spending on the wrong screens

A spoken screen is cheaper than a human first round — and more consistent than leaving every paper-pass candidate on a senior's calendar.

Protect expensive interviewer time

Human first interviews are costly. Use a short spoken screen after the paper audit so seniors only meet candidates who can already speak to their claims.

Cut wasted first-round slots

Every weak live interview burns calendar, travel, and follow-up. A consistent ~12–20 minute screen filters earlier — before the expensive conversation.

Faster, more consistent decisions

Same question kinds, same report shape, same integrity signals. Less debate from uneven interviewer notes; clearer advance / hold / release calls.

Interested in a pilot?

Tell us about your hiring flow — paper audit, volumes, and where a spoken screen would sit. We'll follow up with next steps.

KoLi for Business is a separate product from consumer KoLi. Candidates are not pushed into the practice loop.