Governed sourcing
Search connected systems and talent pools using role context, domain, location, and fit signals.
SOLUTIONS / RECRUITING
Get recruiter-ready shortlists — with every match explained and approved before action.
Recruiting teams using Kempian spend less time on the wrong candidates and more time on confident decisions. Demand intake, AI matching, shortlist review, and outreach approval stay connected in one auditable workflow.
app.kempian.ai/recruiting
RecruitAISample workflowShortlist review
Candidate shortlist review
Source, score, review, and approve candidate fit.
Matched candidates
24
High-fit profiles
8
Recruiter approval
Awaiting
Candidate list
Review before outreachJordan Walsh
91% High fit
Priya Nair
86% Strong fit
Alex Kim
79% Needs review
Why this candidate?
Jordan Walsh
Strong match on skills, experience, and location. Availability signal requires confirmation.
Next action
Approve shortlist before outreach.
RECRUITING WORKFLOW
Every recruiting stage connected — from intake to approved outreach.
Kempian gives your team stronger shortlists, explainable fit scores, and full control over what moves and what does not — at every stage of the recruiting cycle.
Explainable candidate fit score
Show why a candidate fits using skills, experience, location, availability, and compliance signals.
Controlled outreach
Prepare candidate communication only after shortlist approval and recruiter review.
Recruiter ownership
Keep every shortlist, approval, message, and candidate movement tied to a responsible owner.
DEMAND INTAKE
Turn messy job intake into recruiter-ready requisitions.
Kempian structures role intake, detects missing details, and prepares the requisition for sourcing, matching, and recruiter review.
app.kempian.ai/demand
Demand
Structure demand intake, flag missing details, and prepare requisitions for sourcing.
IntakeReadyNeeds ReviewApprovedOutreach
Requisition queue
Travel RN
Ready for sourcing
Business Analyst
Needs review
Data Engineer
Approved
Missing details
Salary range, location flexibility, and required credential.
Next action
Confirm missing details before sourcing begins.
RECRUITING STEPS
From job order intake to approved outreach, every step stays reviewable.
Recruiting work is not just a list of candidates. Kempian keeps the request, match reasoning, shortlist approval, and outreach path connected.
Job order becomes an approved requisition
Role intake is structured, reviewed, and approved before sourcing starts.
Candidates are sourced and scored
RecruitAI finds and scores candidates using domain-aware sourcing and AI Confidence.
Shortlist approval happens before outreach
Recruiters review candidate fit, missing signals, and recommended next actions.
Candidate contact stays controlled
Outreach only moves forward after approval and remains connected to the recruiting record.
RECRUITING GOVERNANCE
Recruiting AI supports decisions. Recruiters stay in control.
Kempian helps teams move faster without letting AI make candidate-facing or hiring decisions on its own.
Shortlist review is mandatory
Candidates do not move into outreach until a recruiter approves the shortlist.
Outreach has its own approval boundary
Messages, timing, and routing remain reviewable before candidate contact.
Overrides remain available and attributable
Recruiters can approve, hold, reject, or revise recommendations with an accountable record.
CONNECTED MODULES
Recruiting works best when connected to the rest of Kempian.
Use the recruiting solution with RecruitAI, HireFlow, and interview workflows to connect sourcing, approvals, outreach, and evaluation.
RecruitAI
Source and score candidates with explainable AI Confidence before recruiter review.
ExploreHireFlow
Move approved requisitions, shortlists, and outreach steps through governed workflow.
ExploreInterview solution
Prepare interview context and structured evaluation after candidate engagement.
ExploreLIVE WALKTHROUGH
See how Kempian transforms recruiting for your team.
We will show you demand intake, AI-powered sourcing, explainable shortlists, approval gates, and governed outreach — applied to your actual roles, workflow, and systems.