AI infrastructure for staffing agencies

Win more staffing clients. Fill orders faster. Keep workers deployed and clients longer.

Arelvo helps staffing agencies identify employers with active labor demand, win new requisitions, match existing candidates to open jobs, automate worker onboarding and support, monitor account health, reduce falloff, redeploy talent, and uncover expansion opportunities automatically.

Works with your existing ATS, CRM, email, calendar and staffing systems.

arelvo / live system
Running
01Warehouse hiring spike detected
02Operations + HR leaders identified
03Account researched and scored
04Personalized outreach launched
05Requisition won
06Existing ATS candidates searched
07Candidates ranked and contacted
08Workers onboarded
09Assignment started
10Worker check-in completed
11Client service request handled by AI
12Assignment ending soon detected
13Worker matched to next assignment
14Client announces second warehouse
Next action created
Second warehouse · estimated 60–80 additional workers — account manager notified.
What Arelvo watches for

Find employers when staffing demand appears.

Hiring spikes

Unusual increases in active openings.

Repeated openings

Employers continuously reposting the same roles.

High-volume hiring

Companies hiring dozens of workers within the same job family or location.

New warehouses

Potential large-scale industrial and logistics staffing needs.

New manufacturing facilities

Identify facilities before or during hiring ramps.

New shifts

Second, third, weekend or expanded shifts.

Seasonal hiring

Predictable high-volume labor demand.

New locations

Expansion creates entirely new staffing requirements.

Large contract awards

Where available, identify companies likely to need additional labor capacity.

Employer growth

Headcount, facilities and operational expansion.

Dormant clients hiring again

Automatically reactivate accounts when demand returns.

Current clients hiring without sending requisitions

Critical retention signal — your client is hiring, just not through you.

Employer acquisition engine

Turn labor demand into sales opportunities.

Hiring Signal
Employer Qualification
Buyer Identification
Contact Enrichment
AI Account Research
Staffing Opportunity Score
Personalized Outreach
Reply Intelligence
Meeting
Requisition

Hiring Demand Detection

Monitor employers for staffing-relevant hiring behavior.

Decision-Maker Intelligence

Find the appropriate HR, plant, operations, talent or procurement buyer.

Employer Fit Scoring

Prioritize accounts based on hiring volume, staffing propensity, geography and client fit.

Account Research

Understand what they're hiring for, where, when and why.

Personalized Outreach

Reference the employer's actual hiring situation.

Reply Intelligence

Detect interest, hiring timing, referrals, objections and future needs.

CRM Automation

Create opportunities and tasks automatically.

Requisition intake

Turn every new job order into an organized recruiting workflow.

Requisition received
Acme Distribution
Role
Forklift Operator
Openings
24
Shift
2nd shift
Pay
$22/hr
Location
Newark, NJ
Start date
September 14
  • Creates requisition
  • Structures requirements
  • Assigns recruiter
  • Starts SLA clock
  • Searches existing ATS
  • Creates candidate shortlist
  • Creates sourcing tasks
Role/titleNumber of workersPay rateMarkupShiftLocationSkillsCertificationsStart dateWorksite requirementsPPESupervisorScheduleInterview process
Candidate matching

Search the database you already paid to build.

When a requisition arrives, Arelvo can automatically search existing candidate records and rank potential matches based on skills, prior experience, location, commute, availability, shift preference, pay expectations, certifications, previous placements and recruiter notes.

137
Candidates reviewed
18
Strong matches
6
Currently available
4
Contacted
Candidate sourcing & engagement

Keep recruiters focused on the best candidates.

Resume parsing

Structure candidate information automatically.

Skill extraction

Identify qualifications and experience.

Candidate scoring

Rank against the requisition.

Candidate outreach

Generate approved personalized outreach.

Response classification

Interested, unavailable, pay issue, wrong shift, referral, future.

Screening scheduling

Automate calendar coordination.

Screening summary

Generate recruiter-ready notes.

Candidate status updates

Keep ATS stages accurate automatically.

Job recommendations

Surface matching assignments to existing candidates.

Worker onboarding

Get workers from offer to first day without endless chasing.

Jamie Rodriguez83% complete
  • Offer accepted
  • ID
  • Background check
  • Certification
  • Worksite instructions
  • Final tax form
  • First-day confirmation
Next action: Arelvo reminder scheduled
Offer acceptanceCandidate welcomeOnboarding formsID collectionCertificationsRequired documentationBackground-check workflowDrug-screen workflow where applicableMissing-item remindersOnboarding progressStart-date confirmationWorksite directionsParking informationPPE requirementsSupervisor informationFirst-day remindersFirst-day confirmationNo-show alerts
Assignment management

Stay ahead of problems after the worker starts.

First-day check-in

Confirm worker arrived and assignment is going smoothly.

First-week check-in

Catch fit issues early.

Worker satisfaction pulse

Monitor sentiment.

Client satisfaction pulse

Check placement quality.

Attendance issue routing

Route problems to recruiter/account manager.

Assignment concern detection

Identify risk from emails, tickets and worker messages.

Shift-change communication

Automate approved notifications.

Extension workflow

Ask client about continuation before assignment ends.

AI worker service

Give every worker instant access to routine support.

Where do I go tomorrow and what time does my shift start?
  • Your assignment at Acme Distribution begins tomorrow at 3:00 PM.
  • Location: 1420 Industrial Way
  • Supervisor: Maria Lopez
  • Required PPE: steel-toe boots and safety vest.
  • Want directions?
How do I submit my timesheet?
  • Approved timesheet process shared ✓
Assignment detailsLocationScheduleStart datesTimesheetsOnboarding statusDocumentsRecruiter contactInterview schedulingAvailability updatesMatching open assignments

Pay disputes, employment disputes, workplace safety, harassment, benefits questions requiring judgment and other sensitive HR matters are escalated to your team automatically.

AI client service

Give employers their own assistant too.

Where are we on the 20 forklift operators?
  • 20 positions requested
  • 14 workers confirmed
  • 3 onboarding
  • 2 interviews today
  • 1 remaining sourcing gap
Can I request five more workers for Monday?
  • Additional staffing request created ✓
  • Account manager notified ✓
Requisition statusCandidate submissionsInterview statusWorker start statusRequest additional workersRequisition intakeTimesheet processBilling-routing questionsRecruiter schedulingService ticket creationIssue escalation

Contract terms, pricing negotiations, billing disputes and other judgment-heavy requests are escalated to your account team automatically.

Timesheets & back office

Reduce repetitive back-office work.

Timesheet reminders

Automatically remind workers before deadlines.

Missing timesheet detection

Flag incomplete submissions.

Manager approval reminders

Follow up with client supervisors.

Timesheet exception routing

Escalate unusual entries.

Overtime alerts

Surface unexpected overtime.

Invoice preparation

Prepare approved billing data where integrations permit.

Billing exception alerts

Catch inconsistencies.

Margin monitoring

Surface placements with deteriorating profitability.

Worker falloff prevention

Identify workers at risk before they disappear.

Jordan SmithFalloff Risk: High
Why
  • · Onboarding incomplete
  • · No response in 36 hours
  • · Start date tomorrow
Recommended actionRecruiter call now
No responseMissed interviewIncomplete onboardingMissed first-day confirmationNegative sentimentRepeated schedule questionsAttendance problemsRecruiter inactivityAssignment complaintsUpcoming assignment end
Client churn prevention

Know which staffing accounts are slipping away.

Acme ManufacturingAt Risk
54/ 100-19 in 30 days
Why
  • · Requisition volume down 43%
  • · Time-to-fill increased
  • · Three worker complaints
  • · Account manager hasn't met client in 28 days
  • · Company currently advertises 31 jobs independently — your client is hiring, but not giving the openings to you
  • Resolve active worker issues.
  • Schedule account review.
  • Discuss current hiring demand.
  • Assign senior account owner if unanswered.
Run retention play →
Redeployment

Keep good workers earning — and keep your talent database active.

Instead of waiting for a contractor to leave the agency after an assignment, Arelvo starts redeployment before the assignment ends.

Assignment ending in 14 days — Sarah Collins
Arelvo searches active requisitions
9 potential roles found
3 strong matches
Recruiter notified
Worker contacted
Next assignment secured
Client expansion

Turn one staffing account into more locations, shifts and job categories.

New facility

Client opens another warehouse.

New shift

Plant adds third shift.

Hiring spike

Client suddenly posts 40 positions.

New department

Opportunity to expand into another staffing category.

Geographic expansion

Client opens operation in another territory.

More public hiring

Existing client has demand not currently going through the agency.

Assignment extension

Opportunity to protect recurring revenue.

Expansion Opportunity
Automatically created
Estimated Workers
62
Recommended Buyer
VP Operations
Status
Account owner notified
Dormant client reactivation

Re-engage accounts because something changed — not because six months passed.

Dormant client — no requisition in 8 months
New signal — 27 warehouse openings posted this week
Account reactivated
Relationship history summarized
Account manager alerted
Personalized re-engagement drafted
Fulfillment health

Know which orders are becoming difficult to fill.

RequisitionFillTime OpenCandidatesRisk
Forklift Operators18/204d38Low
CNC Machinists3/1216d14High
Warehouse Associates41/506d71Medium
This month

See what Arelvo is producing across sales, recruiting and operations.

89
Hiring-demand employers discovered
27
Sales conversations
11
New client meetings
$361K
Pipeline generated
42
Requisitions opened
317
Candidates matched
84
Workers onboarded
1,427
Worker/client questions handled
86%
AI-resolved
13
Worker risks detected
5
Client churn risks detected
21
Workers redeployed
8
Expansion opportunities created

Every action connects back to the workflow that created it.

Margin & economics

Know which business is actually profitable.

Where billing and payroll data is connected, Arelvo can surface not just growth — but profitability. For example: “Acme Logistics has grown revenue 18%, but gross margin has fallen 6 points due to overtime and rate compression.”

Gross margin by client

Compare profitability across your account base.

Gross margin by placement

See which placements are more profitable than others.

Overtime impact

Understand how overtime is affecting margin.

Rate erosion

Detect pay-bill spread compression over time.

Recruiter productivity

Placements and margin per recruiter.

Placement profitability

Rank placements by contribution margin.

Client profitability

See which clients are actually worth protecting and growing.

Integrations

Arelvo works across the systems you already use.

ATS/CRM
BullhornRecruiterflowJobAdderLoxo
Email & Outreach
InstantlyEmail
Calendar
GoogleMicrosoft
Communication
SlackTeams
Forms/Documents
FormsDocument storage
Back Office
Webhooks / API

Arelvo sits across your systems and moves information and actions between them.

The full system

Built around your workflow.

Acquire
  • Hiring signals
  • Buyer intelligence
  • Outreach
  • Meetings
Win
  • Requisition intake
  • MSA
  • Client onboarding
Recruit
  • ATS matching
  • Candidate sourcing
  • Screening
  • Submissions
Onboard
  • Documents
  • Checks
  • Start preparation
Manage
  • Assignments
  • Timesheets
  • Worker/client check-ins
Serve
  • AI worker service
  • AI client service
  • Tickets
  • Escalations
Retain
  • Worker falloff detection
  • Client health
  • Churn intervention
Redeploy
  • Assignment-end monitoring
  • Next-job matching
Expand
  • New locations
  • New shifts
  • New job categories
  • Reactivation
  • Referrals

Build a staffing operation that finds demand, fills it, supports it and grows it automatically.

See how Arelvo can connect client acquisition, recruiting, worker onboarding, support, retention, redeployment and expansion around the systems your team already uses.

Book Your Staffing Automation Demo

No rip-and-replace · Built around your ATS and CRM · Customized to your staffing model