STRUCTURED SCREENING · ROUND ONE

SourceLoop

Every candidate gets the same structured screen — conducted by the AI voice interviewer, or by your own recruiter while the AI stays silent and scores. Out comes an evidence-backed scorecard, quoted from the transcript. Agencies send it to their client; in-house teams decide with it.

Screen once. Match everywhere.

The screen you ran today answers the next requirement — your client's, or your own.

WHO IT'S FOR

Two kinds of buyer. One screen underneath.

The interview, the scorecard and the pool are identical whether you are screening for a client or for yourself. What changes is who reads the scorecard at the end — so that is the only place this page splits.

THE SAME FOUR BEATS, EITHER WAY
STEP 1
Book the screen
Pick the slot and who conducts it — the AI, or one of your own recruiters.
STEP 2
The screen runs
Resume + JD questions, MCQs and a coding problem, in one room.
STEP 3
A scorecard lands
Per-skill scores, each quoted from the transcript, plus what was actually covered.
STEP 4
The screen keeps working
The scores and quoted evidence stay on file, searchable by skill and score the next time something opens.
STAFFING & SOURCING AGENCIES

You screen round one, then hand over

Multi-client. Your job is to put a defensible shortlist in front of someone else, faster than the agency down the road.

01
Screen at volume, across every client

Overlapping bookings are fine — the AI runs rooms in parallel, so round one is not rationed by who is free to sit in it.

02
Hand the client the evidence, not your opinion

A client-facing scorecard link carries the scores, the quoted moments, the coding and MCQ results and the recording. Links are off until you turn one on, and revocable after.

03
Re-match the same person across clients

A no for this role is not wasted work. The profile and its scorecard stay in your pool and surface against every future requirement, whoever the client is.

04
Scan resumes before you spend a slot

The resume scanner reads a CV against the JD and scores the fit, so the interview calendar goes to the people worth interviewing.

The scorecard is your handoff — it has to survive a client reading it.

IN-HOUSE HIRING TEAMS

You are the client — the scorecard is the decision

One company, your own roles. No handoff, no shortlist to sell: you read the scorecard and decide who reaches your team.

01
Applicants file themselves into the queue

A hosted careers page and Indeed intake drop applications straight onto the role, so nobody re-types a resume into a spreadsheet.

02
Every applicant gets the same first round

Your roles carry their own screening bar and question set, so applicant number forty is asked at the same standard as number one.

03
Decide from evidence you can quote

Per-skill scores with the transcript line behind each one — the thing a hiring manager can actually argue with, instead of "seemed strong".

04
Keep the good ones for the next opening

Everyone you have screened stays searchable by skill and score across your roles, and the resume database holds the people you scanned but have not interviewed yet — so the next opening does not start from an empty queue.

The scorecard is your decision record — nobody downstream to convince.

SAME ROOM, EITHER WAY
AI-LED OR RECRUITER-LED

Chosen per booking. Recruiter-led means a human asks the questions and the AI stays silent — and still scores the answers.

JOIN LIVE AND TAKE OVER

A recruiter or panel can walk into a running AI interview, mute the AI and ask their own questions. Not an async video you watch later.

COVERAGE, NOT JUST A NUMBER

The scorecard reports what the screen actually covered — spoken answers, MCQ, coding, recording — and only scores the sections that ran.

INCONCLUSIVE STAYS INCONCLUSIVE

When there is not enough verified evidence to stand behind a read, the scorecard says so instead of inventing a verdict.

THE COMPOUNDING LOOP

The screen you ran today is still working next quarter

Most screening work is thrown away the moment the role closes. SourceLoop keeps it — the scores, the quoted evidence, the skills — so the next requirement starts from people you have already assessed. Your client's next brief, or your own next opening.

CARRIES OVER FROM BEFORE
nothing yet
WHAT YOU RUN AGAIN
the whole screen
AGENCY
You are competing on how fast you can get round one done.
IN-HOUSE
Your own team is spending its afternoons on first-round questions.
THE POOL ISN'T WHO'S FREE TODAY — IT'S WHO YOU ALREADY HAVE EVIDENCE ON · CLICK A LAP
EVERYTHING IN THE BOX

One structured round one, end to end

Applicants in, screen run, evidence out — and the screen still working months later. The same nine pieces whether the shortlist goes to a client or straight to your own hiring manager.

GET THEM INTO THE QUEUE
INBOUND · SENIOR SRE3 NEW
CAREERS7y · platform · awsqueued
INDEED4y · backend · javaqueued
CAREERS11y · sre · k8squeued

Applicants file themselves in

A hosted careers page and Indeed intake drop applications straight onto the role — resume attached, nothing re-typed. In-house teams screen their own applicants; agencies work inbound and sourced candidates from the same queue.

JD · Senior SRE, 6+ yrs, k8s
9y · k8s · terraform · go86
6y · sre · prometheus72
3y · python · airflow41

Scan the resume before you spend a slot

The scanner reads a CV against the JD, scores the fit and files it into your candidate database — so interview slots go to the people worth interviewing, and the rest are still searchable later.

MON10:00 · AI
TUE11:00 · you
THU
15:00 · AI15:00 · AI
LIVE now
FRI09:30 · AI10:00 · you

Who conducts it is your call

Pick AI-led or recruiter-led on every booking. Recruiter-led means a human asks the questions and the AI stays silent — and still scores the answers. Overlapping slots are fine: the AI runs rooms in parallel, and invites plus ICS files go out on their own.

RUN ROUND ONE
RESUME + JDMCQCODING

An interview on the candidate's clock

A voice interviewer works through questions built from the resume and the JD, then MCQs and a coding problem in the same room — at 3am if that is when your candidate is free. No panel to coordinate.

Candidate · speaking12:04
AI interviewerMUTED
You · asking nowTAKE-OVER

Walk in and take over

A recruiter or panel can join a running AI interview, mute the AI and ask their own questions — then hand it back. Everything said is still transcribed and scored. Async one-way interviews cannot do this.

Technical depth8.4
Problem solving6.2
Communication7.8
“…so we cut the write path over first and kept the old index read-only for a week.”

Every answer becomes evidence

Per-skill scores, each one carrying the verbatim transcript line it came from. Quotes are checked back against the transcript before they count — and when too few survive, the scorecard is reported as inconclusive rather than guessing a verdict.

USE THE RESULT
Spoken answers14 turns
Multiple choice5 of 6 correct
Coding problemShown, no working code
Recording24:11

What actually got asked

The scorecard says what the screen covered — spoken answers, MCQ, coding, recording — and only scores the sections that ran. A round that was never administered reads as not assessed, not as a low score.

▶24:11
RECORDINGTRANSCRIPTMCQ 5/6CODINGPER-SKILL SCORES
LINK OFF→ you turn it on per candidate, and can revoke it

Share the whole screen — when you decide to

One link carries the recording, transcript, MCQ and coding work and the per-skill scores. It is off until you switch it on, and revocable after — an agency sends it to the client, an in-house team sends it to the hiring manager.

kubernetes · 7+ yrs · scored ≥8 ⌫
8y · k8s · golang · terraform
screened 4 mo ago
8.6
9y · sre · prometheus · go
screened 7 mo ago
8.9
6y · mlops · pytorch
screened 2 mo ago
8.3

A no today is a match next quarter

The profile and its scorecard stay searchable by skill and minimum score. On an agency desk that search re-matches the same person against every client requirement you open after; in-house it runs across your own roles, so a second opening starts from applicants you have already assessed. Nobody gets screened twice for the same work.

THE WHOLE PLATFORM

Two desks.
One scorecard at the end.

Not just the interview — the desk around it. The bar is set once and locked, then the agency lane and the in-house lane run their own workflow, and both arrive at the same evidence.

SET THE BAR ONCE — BOTH DESKSlocked per role, so the twentieth candidate gets the first one's interview
S1
Define the role
Skills, JD, seniority — as a client requirement, or as your own open position.
S2
Lock the screening bar
Difficulty, duration and question mix (5+5 · 6 MCQ · 2 DSA), fixed per role so nobody eases it mid-pipeline.
S3
The AI builds each interview
Questions generated from that candidate’s resume against the JD; MCQs and coding problems drawn to the difficulty you set.
THE INTERVIEW IS BUILT ↓
AGENCY DESK — SCREEN, THEN HAND OFF
A1
Onboard the client, post the req
Company, contacts, and whether leads may see the generated question text for this client. The requirement then goes live to every lead with skills + JD.
A2
Check the pool before you source
Already-screened matches for the new req surface first. Thin pool? The source helper builds portal filters from the req’s own skills and deep-links you in.
A3
Book and screen
AI-led, or recruiter-led with the AI silent and still scoring. Overlapping slots run in parallel; join live and take over if you want to.
A4
Send the client the evidence
Turn on a client-facing scorecard link — recording, transcript, MCQ, coding, per-skill scores — and revoke it whenever you like.
IN-HOUSE DESK — SCREEN, THEN DECIDE
H1
Open the position
Your role, your bar, your question set. It publishes to your organisation’s hosted careers page, which also feeds an Indeed job feed.
H2
Applicants land in the queue
Careers-page and Indeed applications file themselves onto the role with the resume attached — no spreadsheet in the middle.
H3
Book and screen
Same room, same choice: the AI conducts it, or one of your interviewers does while the AI scores. Same bar for applicant one and applicant forty.
H4
Read the scorecard and decide
No handoff — you are the client. Scores, quoted evidence and coverage in one place, and the shortlist moves to your own panel round.
BOTH DESKS END HERE ↓
Sample scorecard — illustrationEvidence strength
8.4/10Overall
Strong
Scorer confidence86%
Technical depth8.8
Problem solving7.9
Communication8.4
Technical depth

“We cut the write path over first and left the old index read-only for a week, so a rollback was one config flip.”

What this screen covered
Spoken answers · 16 turnsMultiple choice · 5 of 6 correctCoding problem · 2 submissionsRecording · 24:11

The scorecard the app renders: per-skill scores with the transcript line each one came from, the scorer's own confidence, and what the screen actually covered. When the evidence will not carry a verdict, it says inconclusive.

Agency desks also get a leaderboard · per lead
How each lead turns screens into client selections — trials never count. In-house teams get the equivalent per role instead: applicants waiting, screened this week, and how many are ready to decide.
ONBOARDEDSCREENEDAVG SCORESELECTION RATE

Set the bar once. Run it every day — open the full app

WITHOUT THE LOOP

What round one costs you today

Agency or in-house, first-round screening is the same tax: senior hours, calendar ping-pong, and a shortlist built on notes nobody else can audit. Six ways it gets paid.

✕ 01
BOTH
Days lost to coordination

Panel calendars, time zones, reschedules — a screen that could run tonight happens next Thursday. If the candidate hasn't gone somewhere else by then.

✕ 02
BOTH
Round one eats senior hours

Every first-round screen spends an engineer or a senior recruiter. Headcount caps how many you can run, and that cap sets everything downstream.

✕ 03
BOTH
The bar moves with whoever screened

Two interviewers, two sets of questions, two standards. Applicant forty is not measured against the same thing as applicant one, and nobody can tell you which was harder.

✕ 04
AGENCY
Opinions do not survive the handoff

"Seemed strong on Kubernetes" is not something a client can check. One under-screened candidate in front of them undoes ten good sends — your shortlist is your reputation.

✕ 05
IN-HOUSE
The applicant pile outlasts the role

Careers-page and job-board applications arrive faster than anyone can read them, so good applicants time out in a queue while the team screens whoever floated to the top.

✕ 06
BOTH
Every screen is thrown away

The person you assessed last quarter is a stranger again next quarter. No scores, no evidence, no notes worth re-reading — so the next role starts from a blank page.

Six problems. One loop.See how the loop fixes it ↑

Stop re-screening
the same talent.

Every screen you run from today keeps its scores and its evidence — ready for your client's next requirement, or your own next opening.

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Staffing & sourcing agencies · in-house hiring teams · AI-led or recruiter-led, your call per interview