Autonomous Heavy Lifting · Human-in-the-Loop Governance

Autonomous recruitment.
Human decisions.

Why spend 20+ hours a week on repetitive resume triage, preliminary phone screening, and calendar ping-pong? Let specialized AI agents handle the operational heavy lifting — freeing your recruiters to focus on deep cultural evaluation, building relationships, and closing top candidates.

⚡ No credit card required · AI does the heavy lifting · Humans stay 100% in control

Staff Product Manager (AI & Data)

Singapore · Enterprise SaaS · Meridian Pte Ltd

Live Pipeline Active
Role

Role Approved & Published

34

34 Candidates Auto-Sourced

8

8 Match Cards Generated

1

1 Live Voice Screening Now

Top Shortlist CandidatesVerified Evidence Score
AL

Amanda Lim

8 yrs · Enterprise SaaS & AI

On Call Now
94/100

Agent: “In your application, you mentioned scaling the B2B platform to $2.4M ARR. Was that full product ownership?”

MT

Marcus Tan

7 yrs · B2B Marketplace & PLG

Ready to Call
88/100
PN

Priya Nair

9 yrs · Fintech & Core Payments

Ready to Call
82/100
Fair-hiring checks & PII masking enabled
View Complete Audit Log →

Autonomous Candidate Journey

Candidate: Amanda Lim · Live progression

Sourced & Ingested10:04 AM

Aggregated from LinkedIn & MyCareersFuture. Deduplicated across Meridian ATS.

Auto-Ingested
PII Masked & Rubric Scored10:04:22 AM

Photo, age, and address stripped. Evaluated against Staff PM rubric: 94/100 fit.

Anti-Bias Filter
Candidate Consent Confirmed10:06 AM

Explicit WhatsApp opt-in. Amanda selected 10:15 AM conversational pre-screen window.

PDPA Compliant
Conversational Pre-Screen Active10:15 AM

Duplex phone screening: Probing $2.4M ARR roadmap ownership and notice period.

Live Call Active

Human Recruiter Gate

0 min manual triage · Waiting for recruiter sign-off

Inspect Proof

85%

Manual Grunt Work Eliminated

Resume triage, repetitive screening calls & scheduling

1.4s

Conversational Voice Latency

Polite, natural pre-screens at human conversational pace

100%

Human-in-the-Loop Control

Zero unapproved hires; recruiters make every final decision

12+ hrs

Reclaimed Per Role / Week

Redirected from manual paperwork to candidate relationships

The 40-Agent Workforce

Scoped agents for every stage of your hiring pipeline.

Never an opaque monolithic black-box. Each specialized agent executes a bounded, explainable step in the recruitment lifecycle.

01
Autonomous Ingestion Agent
Sourcing & Attraction

Autonomous Ingestion Agent

Aggregates inbound applicants across LinkedIn, JobStreet, MyCareersFuture, and careers portals into a unified deduplicated talent pipeline.

Continuously monitors 40+ job boards, deduplicates across sources, and standardizes candidate profiles automatically.
02
Evidence Match Agent
Screening & Triage

Evidence Match Agent

Masks candidate PII to eliminate bias, then evaluates experience against rubric requirements, citing exact line-by-line evidence and gaps.

Blind-review mode by default. Every match decision traces back to a resume passage — no black-box scoring.
03
Duplex Outreach Agent
Conversational Voice

Duplex Outreach Agent

Conducts natural phone/WhatsApp voice pre-screens with native APAC accents. Can be interrupted mid-sentence and never hallucinates facts.

Sub-500ms latency. Speaks 8 APAC languages fluently. Barge-in supported.
04
Technical Assessment Agent
Competency & Evaluation

Technical Assessment Agent

Administers interactive domain challenges, technical problem-solving exercises, and verified competency assessments with objective evaluation.

Adaptive difficulty. Cheating-resistant. Rubric-based scoring with human-reviewable evidence.
05
Smart Scheduling Agent
Coordination

Smart Scheduling Agent

Eliminates calendar ping-pong. Syncs with multi-interviewer Google & Outlook calendars with automated reminders and rescheduling.

Handles panel interviews, timezone conflicts, and last-minute changes without human touch.
06
Compliance & Audit Agent
Governance & TAFEP

Compliance & Audit Agent

Enforces Singapore Fair Consideration Framework 14-day posting rules, monitors 4/5ths adverse impact, and records append-only decision trails.

MOM-ready audit exports. Immutable ledger. TAFEP guideline enforcement built-in.
Conversational Voice Pre-Screening

Why repeat the same phone screen 50 times?
Let AI pre-screen. You interview the top 5%.

Asking notice periods, salary bands, and basic qualifications is repetitive manual work. JobDance duplex voice agents conduct polite, objective pre-screens 24/7 with zero hallucination — so recruiters only spend their valuable time in meaningful, high-conviction interviews.

Voice Pre-Screening

Candidate: Amanda Lim · Meridian Pte Ltd

Live Voice Stream
JobDance Voice Agent

Hi Amanda, this is JobDance AI calling on behalf of Meridian for the Staff Product Manager role. This call is transcribed for your recruiter. Is now a convenient time for a brief 3-minute chat?

Yes, sure! I have a few minutes.

JobDance Voice Agent

Great. In your application, you mentioned scaling the B2B platform roadmap from early beta to $2.4M ARR. Was that full product ownership, or was it co-led with a technical founder?

I had full end-to-end roadmap ownership. I directly scoped the PRDs and led two squads across Singapore and Sydney.

JobDance Voice Agent

Understood. The hiring lead emphasized high-scale enterprise platform experience. Would Thursday afternoon work for a technical deep-dive with Marcus, the Head of Product?

Thursday at 3:00 PM Singapore time works perfectly.

JobDance Voice Agent

Done. I've sent a calendar invite with the Google Meet link to your email. Thank you Amanda, and have a great day!

Sample Call Audio

The 4 Consent Safeguards

Strict Opt-In
1

On Application

Candidate explicitly chooses whether they agree to voice screening. Consent is never a mandatory condition to apply.

2

WhatsApp Re-verification

A direct WhatsApp prompt re-confirms preferred calling windows. Only the candidate can trigger the call window.

3

Pre-Dial Verification

DNC registries and internal suppression lists are verified live before any outbound telecommunication connection opens.

4

Immediate Opt-Out

If a candidate says "stop calling" or "please email instead", the agent immediately complies and writes to the suppression ledger.

Strict Ethical Guardrails

Guaranteed Safe
  • ✕Auto-reject a candidate without human recruiter sign-off
  • ✕Make assumptions based on acoustic tone, gender, or accent
  • ✕Fabricate compensation, salary ranges, or hiring commitments
  • ✕Contact any candidate who has opted out or registered on DNC
Human-in-the-Loop Evidence

Stop manually reading 200 resumes a night.
Inspect verified evidence in seconds.

Manual resume screening is monotonous and prone to fatigue. JobDance agents do the heavy reading by citing verbatim sentences from applicant CVs against your rubric — giving recruiters instant, transparent proof to make confident decisions.

PII-blind parsing: Names, photos, addresses, and gender are stripped prior to scoring to eliminate bias.

Explicit gap detection: Missing requirements are clearly flagged, showing interviewers exactly what to probe.

Human recruiter sovereignty: AI automates the heavy analysis; only humans have the authority to advance, interview, or reject.

JobDance Match Card #MC-8491

Amanda Lim

Staff Product Manager

94/100

Top 5% Candidate

Recommendation

✓ Strong Recommendation to Interview

Verified Strengths

  • Direct experience scaling B2B SaaS from MVP to $2.4M ARR
  • Deep domain expertise in enterprise workflow automation & platform scaling
  • Demonstrated 8+ years leading cross-functional engineering squads

Requirement Gaps to Probe

  • Prior focus primarily APAC & US; European enterprise expansion unproven
  • MAS regulatory compliance background is conversational, not audit-tested
Evaluation based on rubric #ENG-STF-02
Eliminate Repetitive Tasks

Automate the manual grunt work.
Focus on meaningful human connections.

When specialized AI agents handle repetitive screening calls, parsing, and scheduling ping-pong, your team can focus on what humans do best: building trust, assessing culture, and closing finalists.

Founders & SMEs

Zero Recruiter Headcount

You started a company to build products and grow revenue — not spend weekends manually sifting through 200 PDFs. Agents handle the sourcing, evidence matching, and voice pre-screening so you only spend time interviewing verified finalists.

What you gain:

15+ hours reclaimed every week. Fast hiring without agency retainers.

Most Popular
In-House TA Teams

From Task Monkeys to Talent Advisors

Eliminate 85% of repetitive administrative drudgery — resume data entry, screening call notes, and scheduling ping-pong. Free your talent partners to build real candidate rapport, partner with hiring managers, and improve offer acceptance.

What you gain:

Recruiters spend time with people, not paperwork. Full TAFEP compliance.

Staffing & Search

Scale Billing, Not Manual Hours

Consultants produce revenue when negotiating offers and winning client briefs, not when copy-pasting resumes into candidate packs. Agents handle high-throughput multi-channel ingestion, phone qualification, and verified evidence packs on autopilot.

What you gain:

3x placement velocity. Consultants focus 100% on clients and closing.

Governance & Compliance

Autonomous execution.
Human recruiter sovereignty.

When AI handles repetitive grunt work, human oversight becomes even more vital. JobDance enforces an auditable human-in-the-loop guarantee: AI coordinates data, scores rubrics, and conducts pre-screens, but humans retain exclusive authority over final interviews, offers, and hiring commitments — fully compliant with Singapore TAFEP guidelines.

TAFEP & MOM Audited

TAFEP Ad & Rubric Scanner

Automatically scans job descriptions, candidate communications, and rubric criteria for discriminatory terms (age, nationality, gender, marital status) before any job post goes live.

✓ 0 Bias Flags DetectedAuto-pre-screened
MyCareersFuture Sync

FCF 14-Day Posting Window

Automated tracking for Singapore Ministry of Manpower (MOM) EP and S Pass filings. Locks early overseas candidate shortlisting until local talent posting windows are fully satisfied.

Day 14 of 14 Window MetEP Filing Unlocked
Hardware-Grade Interlock

Instant Emergency Kill-Switch

Every workspace includes an instant emergency kill-switch. When triggered by any recruiter, all live voice calls, automated follow-ups, and calendar syncs halt across the entire organization in under 250ms.

Status: Armed & ActiveHalts within <250ms
Zero Black Box

Tamper-Evident Audit Trail

Every AI decision cites verbatim resume evidence and logs an immutable audit trail with timestamps, rubric criteria, and candidate consent records for corporate and legal compliance audits.

#AUD-2026-SGCryptographically Verified
🇸🇬Built for Singapore TAFEP, PDPA & MOM Fair Consideration
Enterprise Data Privacy & PII Redaction by Default
Zero Unsupervised Hires: Humans retain 100% decision sovereignty
Live Demo Experience

Bring a real job description.

We will open it as a live role in your sandbox workspace, score a sample candidate against your rubric, and let you listen to a simulated voice call.

A working role in your own private workspace
One live duplex voice call you can test and listen to
Honest assessment of fit for your recruitment volume

Need immediate assistance? Reach our founding team directly at info@jobdance.ai

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