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Hiring pipeline · Ops system · In use

The hiring pipeline runs recruiting as one system: a public application form, an AI evaluation queue, skill tests, and email handled by an agent that escalates to a person when it cannot answer.

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Candidates

Video editor · 8 candidates · sorted by AI score

Cards List
Submitted 2Under review 2Evaluated 3Pre-interview 1All 8
By AI score
CandidateAI scoreRecommendationStatusApplied
ML
Mara L.
Tight pacing, clean sound, long cuts
91
strong yes
Pre-interview
1d ago
JO
Jonas O.
Strong interview cuts, basic colour
88
strong yes
Evaluated
2d ago
IK
Iris K.
Good story sense, narrow tool range
84
yes
Evaluated
3d ago
RP
Ravi P.new
Reading the application…Clear structure, strong captions
82
no AI evalyes
SubmittedEvaluated
just now
DS
Dev S.
Solid showreel, little documentary
79
yes
Under review
4d ago
NA
Nell A.
Fast turnaround, rough audio mixes
74
yes
Under review
5d ago
TB
Tariq B.
Short social edits, no long form
68
maybe
Submitted
6d ago
LH
Lena H.
Good eye, portfolio link broken
61
maybe
Submitted
8d ago
Candidates for one role, sorted by AI score, each with a summary, a recommendation and a status. Demo data.
Type
Ops system
Status
In use
Built with
Next.js · Convex · Gemini · Slack

How it flows

People decide. Agents do.

Scroll and follow the signal. On the top lane a person makes the call. On the bottom lane the agents do the work.

People
Agents

01 / 05People

Apply.

A candidate fills in the application form.

A person makes this call.

PeopleA candidate fills in the application form.

Hiring pipeline · 01 / 05

A pile of applications.

Everyone applies through one public form.

A loose, tilted pile of application cards fills the stage while more drop in. A beam sweeps across it: each card straightens and gets a bar for how well it fits, and the cards line up in a ranked list with the longest bar on top. The best fits move to a skill test column and send back their task with a tick. Three candidate questions appear: two get an instant reply from an agent, the third is sent to a person. Three summary cards sit under the label your decision, and one is chosen by a person.

Why it exists

Hiring for creative roles means reading every application by hand and answering the same questions again and again. The good candidates wait while that happens.

  • Without it: Applications piling up in an inboxWith it: Every applicant summarised and scored
  • Without it: The same questions, answered by handWith it: Routine email answered for you
  • Without it: No shared view of who is whereWith it: One board with every stage

What it does

  • A public application form with CV upload

  • An AI evaluation queue and a summary for every applicant

  • Job posts and skill tests written to one schema

  • Candidate email answered from an FAQ first, then by an agent

  • Escalation to Slack when the agent cannot answer, with the human reply sent back

  • An automation agent that proposes automations for a person to approve

Where the AI sits

Four layers, you on top.

  1. 01

    People

    Who to hire. That stays with a person.

  2. 02

    Agents

    Read, score, answer and escalate.

  3. 03

    Tools

    The form, email, team chat and a spreadsheet sync.

  4. 04

    Records

    One record per candidate, from application to decision.

Inside the product

DS
Dev S.Video editor · applied 4 days ago
79/100 AI score
yesUnder reviewPre-interview

AI summary

Editor with four years of agency work. Pacing and sound are the standouts, and the showreel covers interviews and short-form. Little long-form or documentary work.

Strengths

  • Clean cuts that follow the story
  • Sound is balanced across the reel
  • Delivers to the brief on time

Open questions

  • Motion work shown is template based
  • Availability for a paid trial week

Portfolio

Showreel 2026Interviews and short-form, 2:10
Product launch recapMost relevant work for this role

Skill tests (2)

Cut a 90-second teaser from an interviewsubmittedevaluated
Submission received. The agent is reading it.
Score: 8.4/10 agent summary

Clean structure and steady pacing. Captions match the audio. Colour was left ungraded.

View submission →
Build a shot log from a shoot dayevaluated
Score: 7.6/10

Skills (5)

EditingSound designCaptionsPacingColour

Decision a person decides

Move to pre-interview Moved to pre-interviewKeep under reviewReject
Status set to Pre-interview by you
One candidate: the agent's summary, the portfolio and the evaluated skill test. A person decides. Demo data.

Skill tests

6 tests · 2 marked most needed

New with AI
Filter
Visual & Production2 tests
Assemble a 90-second teaser from raw takesmost needed
Checks pacing, story and clean audio.
Video editor2 to 3 hours
loom Sent to Mara L.
Build a title card sequence from a brand packmost needed
Checks timing, type and sticking to the pack.
Motion designer1 to 2 hours
mixed
Content & Storytelling2 tests
Write a 40-second opening for an explainer
Checks for a hook and one clear question.
Producer2 hours
document
Subtitle and title a short clip
Checks accurate subtitles and a plain title.
Video editor45 minutes
video
Management & Ops2 tests
Log and label a day of footage
Checks order, naming and how easy it is to search.
Producer1 hour
document
Tidy a messy project folder
Checks for a clear structure and naming scheme.
Producer1 hour
document
Send to a candidate
The skill test library, grouped by the kind of work. Send a test to a candidate from its row.

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