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The Future of Smarter Workforce Intelligence

Automate recruiting busywork with intelligent agents that source, score, and execute with human review gates, so your team can focus on better workforce decisions.

app.kempian.ai/demand

Demand

Review and approve role lines before converting them into requisitions

LifecycleDemand>Requisition>Talent>Outreach>Evaluation>Hiring

AI Insight

Eight roles are waiting for review across 30 demand lines. Approvals will unlock sourcing and prioritization.

Next Best Action

Review the pending roles and approve the ones that are ready to source.

Demand Intake

25 of 30 demands - 30 roles

Senior SRE

Acme Cloud - DEM-A1B2C3 - VMS-sourced

Needs review

Director of Clinical Operations

Globex Healthcare - DEM-D4E5F6 - Email - Urgent

Needs review

Lead AI Engineer

Hooli AI - DEM-G7H8J9 - Manual

Assigned

ICU Travel Nurse - 13 week

Initech Medical - DEM-K0L1M2 - VMS-sourced

Needs review

Home Health Aide - Field

Stark Care Group - DEM-N3P4Q5 - Manual - Incomplete

Needs review

Trusted companies across industries

SShinta
Rama
PandawaTM
bima
Sadewa
NAKULA
BATAVIA
BLOCKHAUS.
Mandala
VELOXTHEMES
How Kempian works

A guided path from job order to recruiter-approved shortlist.

Follow the path a recruiter already knows: intake the role, source candidates, review the shortlist, then approve the next action.

01.

Start with a clean job order.

Morgan turns VMS requests, client emails, and portal submissions into one reviewable job order before the requisition moves forward.

app.kempian.ai/demand

Demand

Review and approve role lines before converting them into requisitions

LifecycleDemand>Requisition>Talent>Outreach>Evaluation>Hiring

AI Insight

Eight roles are waiting for review across 30 demand lines. Approvals will unlock sourcing and prioritization.

Next Best Action

Review the pending roles and approve the ones that are ready to source.

Demand Intake

25 of 30 demands - 30 roles

Senior SRE

Acme Cloud - DEM-A1B2C3 - VMS-sourced

Needs review

Director of Clinical Operations

Globex Healthcare - DEM-D4E5F6 - Email - Urgent

Needs review

Lead AI Engineer

Hooli AI - DEM-G7H8J9 - Manual

Assigned

ICU Travel Nurse - 13 week

Initech Medical - DEM-K0L1M2 - VMS-sourced

Needs review

Home Health Aide - Field

Stark Care Group - DEM-N3P4Q5 - Manual - Incomplete

Needs review
Platform highlights

Clear guidance for the moments recruiters cannot afford to miss.

See whether the role is sourceable, why candidates fit, and where recruiter approval is required before the workflow moves forward.

Candidate pipeline visibility

Know if the candidate pool is ready before you post.

Kempian shows pool depth, skill availability, location fit, and sourcing quality before the team commits to a requisition.

  • Candidate availability by role, market, and geography
  • Source readiness before recruiters start outreach
  • Pipeline visibility tied to your connected data

Candidate pipeline visibility

Principal Engineer · Healthcare · US

Candidate pool before requisition opens

Tier A sourcing

Market readiness

Chicago metro

Updated 2h ago

412 profiles

Austin + remote TX

Updated 6h ago

268 profiles

Remote · US East

Updated 1d ago

1.1k profiles

Signal summary

1,742

Reachable in target geo

Skill coverage

Kubernetes · Terraform · HIPAA

Strong match densityLow duplicate rate

Readiness reflects verified profiles with recent activity. Aria respects tier, geography, and channel rules when sourcing starts.

Explainable candidate fit

Review candidate fit without guessing.

AI Confidence becomes an explainable candidate fit score: what looks strong, what is missing, and what a recruiter should verify next.

  • Skills, experience, compliance, and location shown separately
  • Missing evidence flagged before candidate outreach
  • Recommended follow-up attached to each score

Candidate fit score · factor view

Sofia Kline

Staff Platform Engineer · referral + inbound

Skills & stack

94

Go, distributed systems, SRE practices

Experience depth

88

8+ yrs IC leadership, staff-level scope

Compliance

HIPAA attestation missing on last employer record

Location & mobility

91

US · open to hybrid within 40 mi

Recruiter next step

Request HIPAA attestation from the listed employer before any outreach is sent. Compliance stays blocked until resolved.

Recruiter-approved workflow

Keep candidate contact recruiter-approved.

Outreach, evaluation, scheduling, and submission stay visible and controlled, with approvals before actions that affect candidates or clients.

  • Recruiter sign-off before any contact sequence starts
  • Evaluation notes prepared for human review
  • Scheduling and client submissions stay approval-based

Recruiter-approved workflow

Recruiter approval
  • Recruiter review gate

    Awaiting approval

    Sequence paused until you approve copy and channel mix.

  • Outreach

    Blocked by upstream gate

    Two-step email + SMS with human-readable rationale attached.

  • Evaluation packet

    Ready to run

    Structured scorecard + factor citations for panel review.

  • Interview window

    Scheduled

    Operator-controlled slots; no auto-send without sign-off.

No candidate contact or client submission without recruiter approval

Built for the teams inside a real recruiting workflow.

Each audience sees the same guided path: intake the role, source candidates, review fit, approve contact, and move toward submission.

Enterprise HR & TA

Keep requisitions, approvals, and candidate decisions readable

  • Candidate pipeline visibility before the role is posted
  • Explainable candidate fit score on every shortlist
  • Recruiter approval before candidate-facing actions
Staffing Agencies

Move from job order to client submission without losing control

  • VMS, portal, and inbox requests become structured job orders
  • Sourcing assistant searches connected ATS, CRM, and talent pools
  • Outreach and client submission wait for recruiter approval
Job Seekers

Get matched to roles that genuinely fit

  • Visible fit score on every open role
  • Skills gaps explained before you apply
  • Profile-first application flow with one-click apply
  • Opt-in match alerts when a stronger-fit role opens
Recruiting assistants

Meet the agents that support each recruiting step.

Each agent has a familiar job in the recruiting workflow: intake the role, source candidates, explain the shortlist, prepare outreach, coordinate interviews, and package submissions.

Seven agents mapped to recruiter work
Kempian agents showcase media
KEMPIAN AGENT SYSTEM

Seven agents. One recruiter-approved workflow.

Morgan, Aria, Max, Nova, Quinn, Cal, and Rex each support a specific recruiting step, while recruiters approve candidate contact, evaluation handoffs, and client submissions.

Recruiting assistant preview
Morgan

Morgan

Digital Delivery Manager

Turns client emails, VMS requests, and portal submissions into a clean job order your team can review before sourcing begins.

Aria

Aria

Digital Sourcer

Searches connected ATS, CRM, talent pools, and approved external channels so recruiters start with relevant candidates.

Rex

Rex

Digital Submission Manager

Packages client submissions with fit context, approval history, and supporting detail before anything leaves Kempian.

Integrations Story

Your recruiter stack should behave like one workflow, not six tabs.

Kempian turns ATS, CRM, outreach, scheduling, payroll, and workforce operations into one readable operating layer with governed handoffs.

Kempian AI

Everything lands in one governed operating layer.

Kempian gathers the signals, routes the next action, and keeps a readable trail from first demand through downstream workforce operations.

Personio logo

Personio

Salesforce logo

Salesforce

Slack logo

Slack

Calendly logo

Calendly

Wise logo

Wise

Okta logo

Okta

Kempian AI

Operating layer

Kempian keeps the signals, approvals, and downstream actions visible in one governed flow.

ATS

Candidate + requisition sync

CRM

Account + pipeline context

Outreach

Email, SMS, and recruiter touchpoints

Scheduling

Calendar + interview flow

Payroll

Timesheets + payroll downstream

Workforce Ops

Operational continuity after placement

Testimonials

Hear from teams using Kempian to make workforce operations legible.

Real recruiters, delivery leads, and founders describing what changes when sourcing, scoring, approvals, and downstream handoffs stop living in disconnected systems.

Northline Talent

Kempian gave our delivery team one governed operating layer across sourcing, outreach, approvals, and shortlist review. What used to live across ATS notes, Slack threads, and spreadsheets now moves in one readable flow.

Cristofer Levin

Head of Delivery

Cristofer Levin

10+

workflows automated

60%

time saved

4x

process efficiency

90%

less human error

Why choose us

Fewer missed updates. Clearer approvals. Faster shortlist review.

Kempian gives recruiting teams one guided workflow for job orders, sourcing, shortlist review, outreach approval, and client submission.

Comparison logo

Before Kempian

Recruiters chase the workflow

  • Job orders arrive through VMS, email, and portals with inconsistent detail.
  • Candidate notes, approvals, and outreach status live in separate places.
  • Shortlist review slows down when teams cannot see why a candidate fits.
  • Submission context gets rebuilt by hand before the client sees it.

After Kempian

The workflow guides the recruiter

  • Job orders become structured requisitions recruiters can trust.
  • Sourcing, candidate fit, and missing evidence stay visible in one review flow.
  • Outreach, evaluation, scheduling, and submission wait for approval.
  • Every handoff keeps the reason, owner, and next step attached.

Candidate Fit Score

Explainable candidate fit score

Review factors
1

Jordan Walsh shows strong fit for backend systems design

2

Missing data security clearance not yet verified

3

Recruiter next step request verification before outreach begins

4

Approval checkpoint recruiter review required before contact

5

Activity trail fit rationale and next step logged automatically

Next action

Security clearance missing. Hold outreach and request verification before contacting the candidate.

Explainable candidate fit

A fit score should guide the recruiter, not replace them.

Kempian shows why a candidate fits, what evidence is missing, and the action a recruiter should take before outreach, evaluation, or submission moves forward.

Fit factors recruiters understand

Inspect skills, experience, compliance, and location instead of trusting one opaque number.

Recruiter approval before outreach

A fit score does not become candidate contact until a recruiter approves the next step.

Missing evidence made visible

Incomplete candidate evidence is surfaced clearly so teams know what still needs verification.

Review history stays attached

Every recommendation keeps its reason, reviewer, and next-step record attached.

FAQ

Questions recruiting teams ask before trusting an AI-assisted workflow.

These are the points teams usually need answered before they connect the stack, trust the fit score, and let agents support live recruiting work.

Ready to see Kempian?

See it applied to your real workflows.

Thirty minutes. Job order intake, candidate sourcing, explainable fit scoring, and recruiter approvals applied to your real workflow.

No credit card - Plans from $299/month - Job seekers always free