Managed Recruiting Engine

Hiring at lightspeed.

You don't manually screen resumes; Cleo does. Our HeyGen-powered avatar sources, screens, and onboards specialists 24/7, delivering a ready-to-work bench in under 5 days.

500+

Candidates processed per week

100,000+

Structured interviews completed

<1 hr

Time to candidate match

Managed pipeline

What you receive

Scorecards with strengths, risks, compensation, and readiness notes.
Searchable transcripts with human QA comments and escalation markers.
Compliance-ready audit trail for every interview and sourcing step.

Trusted by teams advancing AI

Global foundation model lab
Autonomous systems pioneer
Healthcare AI network
Enterprise robotics leader
Creative studio consortium
Regulated finance innovator
Why teams choose Cleo

A recruiting pod, rebuilt for AI teams

Cleo replaces traditional recruiters with an AI-led engine that is supervised by specialists who understand your domain. We operate end-to-end so you can scale without sacrificing precision.

Visual Avatar System

HeyGen-powered digital humans conduct lifelike interviews with lip-sync and streaming.

Recruiting Command Center

Live Ops dashboard to monitor 50+ simultaneous interviews and intervene if connection drops.

Signal-rich scorecards

Granular scoring with transcripts, QA notes, and hiring recommendations.

Automated marketplace

How Cleo assembles talent in four stages

We merged the marketplace intelligence from our recruitment platform into Cleo. Every engagement moves through these layered systems to guarantee consistency and velocity.

Layer 1

Role Intelligence

Cleo ingests role specs, benchmarks, and success criteria to craft the interview blueprint.

  • Industry taxonomy applied
  • Interview tone + complexity set
  • Human QA sign-off

Layer 2

Talent Cloud

Curated marketplace of AI trainers, annotators, safety reviewers, and domain experts.

  • Global sourcing coverage
  • Identity + credential verification
  • Availability syncing

Layer 3

Interview Engine

Adaptive interview flows that probe technical, compliance, and communication depth automatically.

  • Generative follow-ups
  • Red flag escalation
  • On-call human reviewer

Layer 4

Delivery Console

Live dashboard for scorecards, transcripts, strengths, risks, and onboarding readiness.

  • Searchable transcripts
  • Readiness checklist
  • Bulk export + ATS sync
One-week managed pipeline

From intake to onboard-ready in days

Cleo operates continuously with a human QA layer. The result: reliable talent pipelines that scale with your launch schedule.

01

Intake & calibration

Define the bar, compliance needs, tone, and success metrics with our human lead recruiter.

02

Sourcing & scheduling

Cleo activates specialist pools, posts roles, and coordinates candidates across regions in real time.

03

AI-led interviewing

Domain-aware interviews run 24/7. Every conversation is quality checked by senior human recruiters.

04

Delivery & onboarding

Receive ready-to-hire candidates with transcripts, QA notes, compliance docs, and next steps.

Delivery dossier

Everything you need to approve, onboard, and monitor new specialists lives in a single workspace.

Live snapshot

Sample candidate packet waiting for your approval.

Ready to onboard

Fit score

92 / 100

Top percentile talent with Cleo QA approval

Ramp plan

3 days

Security onboarding & tool provisioning scheduled

Next step

Manager review

Awaiting final go-live confirmation

  • Interactive transcripts with QA notations and key moment highlights.
  • Structured scorecards covering skill depth, communication, compliance, and motivation.
  • Automated readiness checklist with onboarding tasks and recommended ramp plans.
Measured impact

Recruiting output you can quantify

Cleo compresses time-to-hire while lifting candidate quality. These are real deltas from teams live on the platform.

87%

Reduction in recruiting spend

Compared to internal recruiting teams.

Increase in qualified pass-through

Only top-caliber candidates reach hiring managers.

12 hrs

Average candidate response

Cleo keeps the pipeline moving around the clock.

What Cleo handles

Built for complex hiring motions

Pair Cleo with your internal team or let us run the end-to-end managed service.

Specialist calibration

Interview flows adapt to specific domains like medical imaging, legal review, or competitive coding.

Policy & compliance

Configurable guardrails, audit trails, and bias mitigation across every conversation.

Actionable analytics

Live pass rates, objections, drop-offs, and talent supply signals to inform hiring plans.

White-glove candidate care

Practice mode, reminders, and concierge support ensure a best-in-class experience for talent.

Managed operations

We handle sourcing, scheduling, QA, and delivery so your team can focus on onboarding.

Global coverage

Parallel hiring motions across North America, EMEA, LATAM, and APAC with localized compliance.

Managed service vs traditional recruiting

Skip staffing up a human recruiting org

Traditional recruiting

  • 2–3 months to hire 50 annotators
  • Generic job boards, inconsistent quality
  • Manual scheduling and interview coordination
  • High drop-off rates and compliance gaps
  • Requires large internal headcount to maintain

With Cleo managed service

  • 1 week to activate a 50+ person specialist pod
  • Pre-vetted marketplace tailored to your domain
  • Automated interview engine with human QA
  • 87% completion rate with concierge candidate care
  • Delivery-ready scorecards, transcripts, and onboarding notes
Specialist coverage

Cleo screens for the roles you can’t fake

Safety & Alignment

  • RLHF reviewers
  • Policy QA specialists
  • Red-team operators
  • Safety evaluators

Medical & Life Sciences

  • Radiologists
  • Clinical annotators
  • Pharma researchers
  • Labelling experts

Legal & Compliance

  • Contract attorneys
  • Compliance analysts
  • Regulatory reviewers
  • Policy experts

Data & Engineering

  • Machine learning engineers
  • Data labelers
  • Evaluation designers
  • Prompt engineers
Candidate experience

Talent prefers Cleo interviews

Great candidates aren’t waiting for a recruiter to email back. Cleo’s experience is built to respect their time and earn their trust.

  • Flexible scheduling

    Interviews happen on the candidate’s schedule with automated reminders to reduce drop-offs.

  • Transparent scoring

    Candidates receive high-level feedback and clarity on next steps.

  • Practice environment

    Dedicated rehearsal mode builds confidence for specialist roles.

  • Human escalation

    Dedicated support line if a candidate needs clarification or accommodations.

“It felt like a human recruiter, only faster.”

Cleo interviews begin conversational, then push into domain depth with human-like follow-ups. Candidates finish the process feeling understood and excited to join.

Dr. Sarah Chen, PhD

Medical Imaging Specialist

Cleo allowed us to stand up a 60-person specialist annotation team in under two weeks. Scorecards and transcripts made approvals effortless.

Head of Human DataFrontier AI Lab

87% completion rate versus 58% for our old funnel. The managed model means my team no longer worries about sourcing or QA.

VP of OperationsMedical Imaging Platform

Cleo’s interviews feel human, but they never miss a compliance checkpoint. We trust the recommendations blindly.

Director of SafetyGenerative AI Company

Cleo is ready to run your next hiring sprint

Join the teams replacing entire recruiting pods with Cleo’s managed AI engine.