Human Resource

AI agents that run the HR operations you shouldn't have to.

Onboarding Speed

+50%

Faster cross-departmental orchestration

Internal Fill Rate

+25%

Improvement via automated skills matching

Exit Interviews

75%

Participation rate, up from average 30%

Why Human Resource

Agents that understand operational reality

AI agents don't replace your HR function — they remove the work that was never worth a human's time in the first place, so your team can focus on what actually takes judgment. From sourcing to offboarding, these agents orchestrate the employee lifecycle continuously and without fatigue.

Agent Catalog

Explore the full agent catalog

Click any agent below to expand its full capabilities and impacts. Each agent integrates into your existing systems — no new software to learn.

Layer 1

Talent Acquisition

These agents find, engage, and coordinate candidates across the entire hiring funnel without recruiter burnout.

Takes a job brief and runs a wide search across professional networks and public databases around the clock. Builds shortlists based on actual skills. Automatically handles personalized, multi-touch outreach and hands off a complete dossier when a candidate responds.

The Difference It Makes

  • Sourcers spend their time on relationships, not repetitive keyword searches
  • Discovers talent that wouldn't surface in traditional Boolean searches
  • Executes perfectly timed, personalized outreach without lifting a finger

Reads every resume, cover letter, and work sample. Runs structured pre-screen interviews via chat or video, adapting questions to the profile. Delivers ranked shortlists with clear reasoning, while masking bias-inducing information.

The Difference It Makes

  • Time-to-shortlist drops by 50–70% for high-volume roles
  • Screening is consistent, documented, and immune to reviewer fatigue
  • Opens doors for non-traditional candidates filtered out by pedigree biases

Cross-references calendar availability across the panel, contacts candidates via WhatsApp, SMS, or email, books slots, and sends reminders. After interviews, it distributes and collects structured feedback automatically.

The Difference It Makes

  • Coordination taking 10–15 emails and days now happens in hours
  • No-show rates drop drastically for both candidates and interviewers
  • Recruiters stop acting as administrative assistants and focus on experience

Pulls live market data, checks proposals against internal pay equity, and generates a decision-ready offer range. Once approved, the agent drafts the letter, routes for signature, and instantly triggers onboarding.

The Difference It Makes

  • Pay equity issues are caught instantly before expensive remediation
  • Offers rely on real-time market data, not stale salary surveys
  • The offer-to-signed process runs with minimal manual intervention

Layer 2

Onboarding & Employee Experience

Orchestrate a flawless Day 1 experience and provide immediate answers to employee questions.

Activates when the offer is signed. Simultaneously triggers HR, IT, Finance, and Facilities tasks without handoffs. Provisions access, collects documents, assigns training, and gives the hire a conversational guide before their start date.

The Difference It Makes

  • New hires arrive with a clear plan and full access, not a stack of forms
  • Fragmented emails are replaced by one seamless, automated workflow
  • 24% improvement in satisfaction and 50%+ reduction in onboarding time

Handles leave balances, policy questions, benefits enrollment, and payroll queries across 100+ languages. Takes direct action in HR systems rather than just giving answers. Sensitive or complex queries are routed to humans with full context.

The Difference It Makes

  • 50–80% of routine HR queries resolved with zero human involvement
  • HR professionals reclaim hours per week lost to repetitive requests
  • Global employees receive consistent answers immediately

Layer 3

Payroll & Compliance

Run flawless multi-jurisdiction payroll and stay continuously compliant with evolving employment laws.

Pulls data from upstream systems, checks for anomalies prior to calculation, applies correct jurisdictional tax logic, and generates final files for approval. Updates automatically when legislation changes without requiring manual patches.

The Difference It Makes

  • Payroll errors drop 30–50%, saving roughly $291 per employee per year
  • Processing time shrinks by 25–70%, freeing teams for strategic work
  • Global compliance is maintained continuously, not reactively

Monitors employment law changes everywhere you operate. Drafts necessary policy updates, routes for review, manages version control, ensures employee acknowledgment, and maintains a live compliance dashboard for upcoming deadlines.

The Difference It Makes

  • Maintains multi-country compliance at a scale impossible to do manually
  • Cuts external legal spend on routine policy maintenance by ~50%
  • Compliance becomes a proactively managed process, instead of penalty-driven

Layer 4

Retention & Workforce Intelligence

Spot flight risks before they leave, model future scenarios instantly, and match talent to internal mobility.

Monitors engagement, absence trends, and collaboration to calculate rolling attrition risk. When risk spikes, it identifies likely root causes and routes a recommended specific intervention to the appropriate HR business partner.

The Difference It Makes

  • Turnover risk is identified weeks or months early while time remains to act
  • Interventions are targeted and evidence-based, not generic programs
  • Organizations report 15–20% reductions in overall turnover rates

Connects HR, Finance, and strategy data. Leaders describe scenarios in natural language ('what if we grow operations by 25%?'). The agent returns fully costed models with hiring implications, budget exposure, and skills gaps instantly.

The Difference It Makes

  • Planning cycles shift from weeks to instant, on-demand answers
  • HR and Finance operate from a perfectly aligned singular model
  • Approved headcount scenarios push directly into the ATS as requisitions

Maps employee skills against current/future roles, generating personalized learning paths (courses, projects, mentors). Monitors external demand for skills and proactively surfaces internal mobility opportunities as employees develop.

The Difference It Makes

  • Internal fill rates improve 15–25% via objective skills matching
  • L&D budgets target real gaps rather than generic training catalogs
  • Retention improves 20% by giving employees clear organizational futures

Layer 5

Offboarding

Secure knowledge, revoke access instantly, and learn the truth about why people actually leave.

Kicks off access revocation, final pay calculation, and benefits transition automatically. Conducts conversational exit interviews optimized for honesty, alongside a structured session to extract undocumented operational intelligence.

The Difference It Makes

  • Orphaned accounts—a massive security liability—are completely eliminated
  • Exit interview participation rises from ~30% to 75% via judgment-free chat
  • Institutional knowledge is captured and structured for the replacement hire
Deployed in Days
Works With Existing Systems
Measurable ROI
24/7 Autonomous Operation
Start Here

Map your HR workflow before you automate it.

Start with a workflow audit to identify where agentic systems should operate autonomously (like interview scheduling), where human review stays in place (like strategic compensation), and which use cases generate the fastest operational return.