Recruitment

The hire and the proof. In one place.

Sourcing, interviews, and delivery — with evidence attached from day one.

Every step stays reviewable.

Move from intake to outreach to shortlist without losing context.

Suppression enforced at send time. Not in a spreadsheet.

Cadences and opt-outs are enforced at send time. Suppression stays part of the workflow.

Structured rubrics keep every candidate scored the same way.

Structured questions and rubrics keep feedback comparable across candidates and hiring teams.

Hiring is defensible when it matters.

Transcripts, scoring notes, and decisions keep an audit trail automatically.

Platform preview

Your pipeline at a glance.

Track candidates from sourced to placed. Each stage has its own response targets, scoring, and audit trail.

Pipeline Funnel — Illustrative
Sourced
142
Screened
68
Interviewed
24
Shortlisted
9
Placed
5
Sample roles window (illustrative)Conversion (illustrative)
Top Candidates — Match Scores
A. Kumar
Clinical NLP Specialist
Shortlisted96
HIPAAPythonNLP
R. Tanaka
Safety Reviewer
Interviewed93
BiasRLHFEthics
L. Dubois
Data Annotator Lead
Shortlisted91
QAMultimodalRubrics
9 shortlisted this cycleAvg. match: 93

Illustrative UI. Pipeline stages, match scores, and tags depend on your role configuration.

How it works

Four steps. Zero ambiguity.

Define, source, interview, deliver. Evidence stays attached so decisions stay defensible.

  1. Step 1
    Define the role

    Provide the job intent, required skills, and any constraints your program needs to enforce.

  2. Step 2
    Source and outreach

    Cleo drafts messaging variants and schedules follow-ups with suppression and opt-out enforced.

  3. Step 3
    Interview and score

    Run structured interview templates with rubric versions you can audit and iterate over time.

  4. Step 4
    Deliver the shortlist

    Candidates arrive with summaries, transcripts, and next steps so hiring teams can move without delays.

Views

Illustrative surfaces you can wire into your program

The UI below is illustrative. What you see depends on your data model, policies, and integrations.

Outreach narrative

Cleo drafts outreach variants and attaches context so follow-ups stay consistent.

Cleo conversational AI

Meet Cleo.

Cleo supports sourcing and screening workflows with structured notes and review hooks. Exact timing, scoring behavior, and telemetry depend on your configuration and integrations.

Tone

Calm, precise

Designed to keep candidate communication clear while capturing structured notes for review.

Workflow

Structured

Outreach, screening, and follow-ups run as a repeatable workflow, not ad-hoc messages.

Signals captured

Reviewable

Intent, availability, competencies, and decision notes can be captured when your program is wired for it.

Interview preview
Cleo avatar

Cleo

“I noticed your availability aligns with our medical AI projects—would you take a follow-up case interview?”

Adaptive persona

Keeps messaging aligned to your role and domain without turning tone into guesswork.

Voice or text

Support voice and text interview modes when enabled in your environment.

Streaming scoring (when enabled)

Answers can be evaluated against rubrics and flagged for review when policy requires it.

Interview playback

Review structured interviews with rubric-driven scoring and share results with hiring leads.

Interview simulator

Test Cleo on the roles that matter.

Choose a scenario, review Cleo’s system prompt, and watch the conversation stream during the session. Streaming scoring can keep your hiring bar consistent (when enabled).

System instructions

You are Cleo, evaluating a medical annotator for imaging tasks. Ask scenario-based questions that assess data handling judgment, attention to detail, and experience with ambiguous cases.

Cleo tuned
Transcript feed

Cleo

Thanks for joining. Can you walk me through a recent imaging review project you worked on?

Candidate

Absolutely. I helped label MRI scans. We focused on edge cases and used double review for disagreements.

Cleo

How did you handle sensitive data and access control across the team, especially with remote contributors?

Candidate

We limited access by role, logged sensitive actions, and ran regular refreshers on data handling expectations.

AI signal summary

Illustrative signals: domain experience, attention to edge cases, and clear data handling judgment.

Scoring and downstream routing depend on your rubric design and what you enable in production.

Next: route to a deeper case screen when policy requires it

Candidate journey

Track a candidate from intake to readiness. Signals and notes can be captured when your workflow is wired for it.

Candidate Journey

From discovery to delivery, with structure.

Illustrative journey. Real timing and automation depth depend on your policy, domain, and integrations.

Discovery

Cleo sourcing

Step 1

Cleo supports sourcing workflows across inbound signals, referrals, and target lists.

Matching

Ranking

Step 2

Candidates can be ranked against role needs like domain fit, availability, and screening results.

Interview

Session

Step 3

Structured interviews capture answers and follow-ups in a consistent format for review.

Qualification

Scored

Step 4

Competencies and decision notes can be captured, reviewed, and shared with the hiring team.

Delivery

Ready

Step 5

Hiring managers receive candidate packets with transcripts, notes, and recommended next steps.

Timeline

Example flow

StageCleo orchestrating

Outreach queued

Candidate outreach can be scheduled and tracked.

StageCleo orchestrating

Response captured

Replies and follow-ups stay attached to the role context.

StageCleo orchestrating

Interview completed

Answers, notes, and rubric outputs are recorded for review.

StageCleo orchestrating

Case review

Sensitive roles can trigger deeper review workflows when needed.

StageCleo orchestrating

Packet delivered

Hiring manager receives a structured summary and next steps.

Illustrative: structured signals and notes can be captured for recruiter and hiring-manager review.

Exact signals depend on what you enable and how your program is wired.

Pipeline health

Illustrative view of velocity, conversion, and segmentation by role.

Telemetry (illustrative)
Example dashboard

Make sourcing measurable.

This panel is illustrative. Real metrics depend on your outreach channels, consent flow, and integration depth.

Time to first candidate

Shorter

Program-specific

Response rate

Tracked

By role + channel

Pipeline health

Visible

Capacity + velocity

Conversion funnelExample
Sourced100%
Matched65%
Interviewed45%
Recommended28%
Hired12%

What teams track

Segmentation

By role, domain, channel, timezone, and cohort.

Governance

Suppression and unsubscribe enforcement, audit logs, and evidence exports when enabled.

Operational snapshot

Example signals teams track when recruiting is wired into the wider AuraOne loop.

High
throughput
Stable
SLO health
Tracked
evidence signals
Illustrative dashboard · Sample data
Deliverability and governance

Outreach and interviewing touch sensitive data. Production rollout should include suppression, opt-out, logging hygiene, and an agreed retention policy.

Note: DNS warmup, inbox placement, and external compliance attestations are operational work and should be verified before enabling production-scale outreach.

Show us where your pipeline loses context.