AI screening for staffing agencies

AI screening that submits faster than the agency next door.

Staffing margins live on speed. The agency that lands a clean, evidence-backed shortlist with the client first wins the placement. ShortlistTable runs AI screening across per-client workspaces in parallel — one recruiter, eight active roles, submission packs ready in hours, every verdict overridable by the recruiter.

Per-client workspaces · White-label submissions · Multi-role throughput
shortlisttable.app / agency-workspace
Active roles · Agency Workspace
  • Senior backend engineer · ClientCo
    86 resumes · 4 must-haves
    Shortlist ready
  • Enterprise AE · BigClient
    54 resumes · 5 must-haves
    Screening
  • Healthcare RN · ClinicNet
    120 resumes · 6 must-haves
    Needs review
  • Project manager · BuildCo
    42 resumes · 3 must-haves
    Screening
  • SDR · SaaS-Y
    180 resumes · 4 must-haves
    Screening
Workspace summary
8
Active roles
3
Shortlists ready
2.5h
Avg time-to-shortlist
4
Recruiters
Per-client
Workspace isolation
8+
Parallel roles per recruiter
Hours
From inbound to submission
White-label
Submission packs
The agency speed problem

Time-to-submit is the whole game.

Staffing differs from in-house recruiting in one fundamental way: you’re submitting many candidates against many roles, often within hours. The recruiter’s throughput is the business model. If they can submit five qualified candidates per role per day, you have a placement engine. If they can do three, your client goes to the agency next door.

The bottleneck almost always sits in the screening step: reading each resume against the same five must-haves, copying fields into a per-client sheet, writing per-candidate fit summaries. We collapse that into one pass — one screening pass produces submission-ready sheets for every active role.

Bullhorn / JobAdder

ATS, not screening tools.

These systems are designed for managing the placement workflow (stages, commission, candidate ownership), not for triaging inbound resume piles. The screening step still lives in a sheet or someone’s head.

Per-client workspaces

The wrong candidate cannot land in the wrong sheet.

Agencies often run candidates against multiple client roles. Without strict workspace boundaries, a candidate from Client A’s pipeline can accidentally appear in Client B’s submission. We isolate per client.

Submission narratives

Clients expect fit reasoning, not raw resumes.

A client doesn’t want 12 PDFs — they want a sheet with per-candidate fit narratives backed by evidence. Writing those by hand kills throughput; we generate them from the screening columns.

Built for agency throughput

What changes when you run agency-grade screening.

01 · Feature

Per-client workspaces

Each client gets its own workspace. Candidates from one client never appear in another’s submission sheet. Workspace-level retention and access control built in.

ClientCoBigClientClinicNetBuildCoSaaS-Y
02 · Feature

Multi-role parallel screening

Screen each inbound resume against every open role in the workspace simultaneously. One recruiter, 8+ active roles, one read per resume.

8
active roles screened in parallel
03 · Feature

White-label submission packs

XLSX submission sheets with your firm’s logo, colour, and footer. Configured per workspace, ready to email to the client.

LogoBrand colourCustom footerClient sheet
04 · Feature

Per-candidate fit narratives

Each candidate in the submission pack has a short fit narrative generated from the screening columns — no more drafting by hand.

Generated narrativeAlice meets all 5 must-haves with 7 years of platform engineering at Ledger. Strongest in Kafka and on-call ownership.
05 · Feature

Bullhorn / JobAdder-shaped CSV

Native presets for Bullhorn and JobAdder bulk imports. Drop the export into your ATS for downstream stage tracking.

Bullhorn CSVJobAdder CSVCustom mapping
06 · Feature

Split placements

Multi-recruiter ownership of a single search, with per-recruiter activity tracking for split commission reporting.

Recruiter A sourcesRecruiter B submitsActivity split tracked
How it compares

Agency screening vs the alternatives.

PropertyBullhorn / JobAdderPer-client sheetGeneric AI rankerShortlistTable
Per-client workspace isolationManual taggingPer fileLimitedWorkspace-level
Multi-role parallel screeningSequentialSequentialLimited8+ roles per pass
White-label submission packsGenericManual stylingNot supportedPer-workspace branding
Per-candidate fit narrativesManualManualScore-basedGenerated from columns
Time-to-submissionDaysDaysHoursHours
Supported Partial / manual Not supported
A day at the agency

What a high-throughput screening day looks like.

Tuesday, 8:30am. Eight active roles across five clients. Overnight inbound: 137 resumes across LinkedIn, the agency form, and a referral push. The recruiter opens the workspace and sees the new candidates surfaced under each role.

One pass against the column templates for each role. By 10:30am the per-role tables are populated — verdicts per must-have, evidence per cell, review priority per candidate. The recruiter spends until lunch reviewing the “Review fit” buckets and overriding the few cells the engine called wrong.

Afternoon: submission packs. The XLSX preset assembles a per-client sheet with the agency’s logo, the shortlist, and the per-candidate fit narratives. ClientCo gets 6 candidates for their backend role. ClinicNet gets 12 for their RN role. Both emails go out before 4pm.

Compare this to the alternative: the same recruiter reading every resume sequentially, copy-pasting into a per-client sheet, drafting narratives by hand. Maybe 2-3 submissions out by the end of the day, all rushed, half with inconsistent must-haves.

The wins compound: faster submissions → first-look advantage with the client → higher placement rate → margin.

FAQ

Common questions from agency owners.

Do you integrate with Bullhorn / JobAdder / Vincere?+

We export to Bullhorn-shaped and JobAdder-shaped CSVs today; native push integration is on the roadmap. Talk to us if you would want a specific integration prioritised — staffing customers tend to drive that work.

Can I run the same screening across multiple roles at once?+

Yes — columns can be shared across tables in a workspace, so you screen each inbound candidate against all open roles in one pass and surface the strongest match.

How does pricing work for high-throughput agencies?+

Agency plans price per workspace with a monthly resume volume, designed so per-resume cost falls as you scale. We don’t price per recruiter seat.

Can I white-label the submission sheet?+

Yes — XLSX submission packs include your firm’s logo, colour, and footer text. Configured per workspace.

What about split placements between two recruiters?+

Multi-recruiter ownership of a single search is supported, with per-recruiter activity tracking for split commission reporting.

How is candidate ownership tracked?+

Per-workspace by default. If a candidate appears in multiple workspaces (e.g. submitted to two clients), each workspace has its own record and audit trail — no cross-contamination.

Win the speed game

Submit your next client shortlist before lunch.

Try the workflow that lets a single recruiter handle eight active roles. Free on the first 25 resumes.