AI Hiring Platform: Custom Evaluations | WorkSignal

The evaluation platform for an AI world

Hiring used to be a funnel.
Now it's a filter problem.

WorkSignal lets you design the right evaluation for each role - structured voice screens that verify the human, custom rubrics for the competencies that matter, and an auditable trace when AI engineers are the candidates.

Priced around your hiring volume. No per-seat penalty for hiring managers.

worksignal.com/app/evaluations
Screen complete
Priya Nair • Senior Product Manager
94/100

"...led the migration from our old monolith to microservices - broke it into about 12 services, hardest part was the data consistency layer..."

1
Priya Nair
Senior Product Manager
94
2
Jordan Blake
Software Engineer
88
3
Sam Okafor
Customer Success Lead
81

Works alongside your ATS

Greenhouse Ashby Lever
Ontario Bill 149 NYC Local Law 144 Illinois BIPA

The problem

The generic hiring funnel is breaking from both ends.

AI lets candidates apply everywhere and polish every resume. On the other side, AI lets recruiters screen faster - but not necessarily better. The result is more volume, less trust, and a compliance trail nobody wants to defend.

300+
Applications per role

Remote roles get 42% more applications than on-site. The average recruiter reviews only 25-30 out of every 250.

100%
Resume claims verified on every screen

WorkSignal asks candidates about their own resume and checks the answers against it. Clear evidence for review, never an auto-rejection.

51
Compliance rules across 24 regulations

AI hiring is regulated in Ontario, NYC, Illinois, Colorado, and the EU. Most tools were not built for this.

Three evaluation modes

Pick the right signal for the role.

Not every role needs the same screen. WorkSignal runs the evaluation workflow you design - from standard structured interviews to custom rubrics to trace-scored technical assessments.

Traditional Pipeline

The reliable, compliance-ready hiring flow for standard roles. Structured voice screen, resume verification, scoring, and ATS sync - with AI disclosure and consent tracking built in.

  • Custom questions per role
  • Authenticity report on every screen
  • Syncs to Greenhouse, Ashby, or Lever
Learn more

Custom Pipeline

Design evaluation steps specific to the role, industry, and risk profile. Healthcare credential checks. Sales objection handling. Regulatory knowledge quizzes. You define the rubric; the AI agent runs it at scale.

  • Drag-and-order evaluation steps
  • Role-specific rubrics per step
  • Human-in-the-loop gates between stages
Talk to sales about custom pipelines

AI Engineer Trace

For AI-engineer hires, the output is commoditized. WorkSignal records the full reasoning trace from a controlled sandbox and scores the process - prompts, validations, recoveries - so your panel reviews evidence, not a black-box verdict.

  • Real sandbox with instrumented AI tool
  • Annotated, replayable trace recording
  • Deterministic, auditable scorecard
Learn more

Product proof

The signal your ATS is missing.

Every evaluation produces a transcript, a score, a reasoning summary, and an audit trail - all synced back into the tools your team already uses.

worksignal.com/app/pipeline
Candidate pipeline with structured interview scores
Structured interview results with scores and recommendations
Structured interview detail with transcript and reasoning
Analytics dashboard showing pipeline metrics

Authenticity on every screen

Shortlists you can stand behind.

Resume Claim Verification asks each candidate about their own resume and checks the answers against it. Natural-speech signals and quiet phone/network checks add confidence. When something does not line up, you get clear evidence - never an auto-rejection.

  • Resume Claim Verification
    Questions generated from the candidate's own resume, answers checked against it.
  • AI recommends, you decide
    No candidate advances on a score alone. Human review is enforced before every stage move.
WorkSignal voice screen flagged with authenticity risk detected: 44 out of 100, does not meet requirements, with scripted response signals and resume discrepancy
worksignal.com/app/traces/refund-agent-7a3f
Trace Scorecard
Refund-agent debugging exercise
87
Reads agent transcript before fixing Yes
Identifies stale policy archive Yes
Adds regression tests Yes
Validates on novel case Partial

"Strong hire signal: candidate diagnosed at the retrieval layer, not the prompt. Click any claim to jump to the raw trace."

AI engineer trace assessment

Grade the trace. Not the output.

Every senior AI engineer can now produce correct-looking code. WorkSignal records what they actually did in a controlled sandbox - how they diagnosed the bug, validated AI's answer, and recovered when it was wrong - so your panel reviews evidence, not vibes.

Built for regulated AI hiring

Hire with confidence in regulated markets.

AI hiring is now regulated in Ontario, Quebec, Illinois, New York City, Colorado, and the EU. WorkSignal was built for this from the start - disclosure, consent, and audit trails are not afterthoughts.

51 compliance rules across 24 regulations. US, Canada, and EU.

AI disclosure in every job posting
Ontario Bill 149 and NYC Local Law 144 require it. WorkSignal adds it automatically.
Candidate consent before any evaluation
Illinois BIPA treats voice recordings as biometric data. Jurisdiction-aware consent is collected before any interview starts.
Audit trail for every decision
Every screening step is logged, timestamped, and exportable. If a candidate asks why they were rejected, you have the record.
Human review required before any candidate advances
AI recommends. You decide. No candidate moves forward on a score alone - that is a product design principle and a legal protection.

The cost of bad signal is higher than the cost of good tooling.

One bad hire or one agency placement runs $10,000-$25,000. WorkSignal is priced around your hiring volume so the right evaluations scale with your team.

$2,175
Manual screening cost per role
75 hours at a $60K recruiter salary
$10-25K
Typical agency placement fee
Per hire, one role at a time
WorkSignal
Priced around your hiring volume
No per-seat penalty for hiring managers
Talk to sales

Tell us about your roles and we will build a plan around them.

Built by recruiters, for recruiters

Your shortlists should be defensible.

WorkSignal was built after watching good candidates get missed and rushed calls lead to bad hires. Every score comes with evidence. Every decision comes with an audit trail. No black boxes.

Greenhouse Ashby Lever Ontario Bill 149 NYC Local Law 144 Illinois BIPA
Talk to sales

Design the evaluation your roles actually need.

Bring a real role. We will walk you through the candidate experience, the scorecard your team sees, and the compliance trail behind every decision.