Verified Hiring OS

From applicant tracking to hiring proof.

Inspectable AI. Verified credentials. Clear next steps. Lumen helps healthcare, logistics, and skilled-trade employers deliver better shortlists faster.

Built for credentialed hiring where compliance, candidate trust, and quality of hire matter most.

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Human-reviewed by design • Source-backed recommendations • Full audit trail • No black-box hiring decisions

Verifier workflow summary

Decision-ready output before interviews

Credential verification status
Requirement-fit rationale
Risk flags and missing information
Suggested recruiter follow-up
Human-reviewed recommendation
Core value

Built for verified hiring outcomes

Quality of hire, not just more applicants

Move from resume collection to verified, interview-ready shortlists.

Trust built into the workflow

Every major decision shows what is verified, what is inferred, and what still needs confirmation.

Built for credentialed hiring

Healthcare, logistics, and skilled trades where verification and compliance matter most.

Why now

The hiring market is shifting. Lumen is built for what's next.

Quality of hire is rising

89% say quality-of-hire importance is increasing; only 25% feel confident in measurement.

Teams need a decision system that turns applicant volume into usable hiring proof.

See verified shortlist workflows

Skills-based hiring is expanding the pool

Skills-based approaches can expand talent pools by up to 6x.

Larger pools only help when verification and prioritization keep pace.

Explore verification depth

Candidate trust is fragile

Only 26% of applicants trust AI to evaluate them fairly.

Transparent review and candidate visibility are now competitive advantages.

View candidate experience surfaces

Owner-verified claims: quality-of-hire trend benchmarks, skills-based pool expansion research, and candidate trust survey data used for positioning context.

Operating model

One Funnel. Three Ways to Use It.

One structured workflow for early-stage hiring, delivered as software-only, hybrid support, or managed execution.

  1. Intake

    Define the role, location, credentials, and hiring priorities.

  2. Verify

    Run configured requirement and credential checks before interview time is spent.

  3. Prioritize

    Organize candidates by likely fit with structured rationale and flags.

  4. Engage

    Use guided outreach, follow-up prompts, and screening chat to keep movement fast.

  5. Review

    Recruiters and hiring managers review evidence before any hiring decision.

  6. Shortlist

    Advance qualified candidates with clean documentation and next-step guidance.

Choose your operating model

Software-Only

Run the workflow in-house with structured AI assistance and human-reviewed recommendations.

Hybrid

Keep internal ownership while Lumen helps on surges, bottlenecks, and high-priority roles.

Managed

Use managed execution under signed service terms for approved scope, guarantees, and pricing.

Commercial promise

The promise: verified, interview-ready shortlists — faster.

Time to verified shortlist

From job intake to three verified, compliant, interview-ready candidates with less manual screening waste.

Configured checks before interview progression

For covered credentials, checks run through configured NPI, Nursys, FMCSA, and Checkr workflows before interview progression.

Full audit trail on every decision

What was verified, what was inferred, and what was reviewed by a human stays documented for accountability.

High-confidence candidates with verified credentials can be fast-tracked to interview scheduling.

Product evidence

See the Verifier Report in Action

A structured report that shows credential status, fit rationale, open questions, and human-reviewed guidance in one decision surface.

Verifier report preview

Structured screening output

Human-reviewed

Credential match

Logged

Role-required credential signals are aligned.

Requirement match

Logged

Core requirements are met. One clarification remains open.

Fit rationale

Logged

Likely fit based on role alignment and source-backed verification context.

Missing information / open questions

Flagged

Schedule flexibility and earliest start date still needed.

Workflow progression

  1. 1Intake/
  2. 2Verify/
  3. 3Prioritize/
  4. 4Engage/
  5. 5Review/
  6. 6Shortlist
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Built for credentialed and operational hiring

Lumen is designed for roles where qualification visibility, readiness signals, and screening quality matter before interviews begin.

Healthcare

RN, LPN, CNA, RT, allied clinical, and other credentialed care roles.

Logistics

CDL-A, transportation operations, fleet support, and safety-sensitive hiring.

Skilled Trades

HVAC, electrical, maintenance, facilities, and certification-sensitive field roles.

AI assists. Humans decide.

Lumen supports hiring teams with inspectable AI outputs, source-backed verification workflows, and documented recommendations. Final hiring decisions stay with your team.

Human-reviewed by design
Source-backed recommendations
Full decision audit trail
No black-box hiring decisions

Verified shortlists. Faster hiring decisions.

Start with one role, validate fit, and expand from there.

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