48 HR Agents assessed and prioritised
Assessment, Prioritization, and Sequencing for Enterprise HR
Every HR leader faces the same question in 2026: Which AI agents can I build, and in what order? This catalog provides the answer - 48 agents assessed across 6 dimensions, prioritized in 3 quadrants.
Why Process Lists Are Not Enough
Major consultancies deliver process taxonomies: What can be automated? But three critical dimensions are systematically missing.
Governance Complexity: Which process requires employee-representation approval? (UK: Under the Information and Consultation of Employees Regulations 2004, employers must consult on decisions affecting the workforce.) Which falls under EU AI Act high-risk? Without this information, organizations start with the most attractive agents - and fail at governance.
Implementation Sequence: Not every agent is suitable as a starting point. The sequence determines whether the infrastructure built is reusable or needs to be rebuilt for each domain.
Infrastructure Dependencies: Agent A builds governance infrastructure that Agent B requires. Building B before A means building twice.
Decision Record: Every AI Decision Reviewable and Challengeable
When an AI agent makes decisions affecting people, every individual decision must be documented in a complete decision record. The affected person must be able to understand the decision and challenge it. This is not a feature - it is the legal and ethical foundation for deploying AI agents in HR.
The "Start Boring" Principle
The counterintuitive core thesis: The best starting points for HR agent deployment are the least spectacular. Payroll, Time & Attendance, Expense Processing.
No CHRO gets excited about these at a conference. But these processes offer the combination of high rule density, high volume, and low governance complexity that makes them ideal proving grounds for agent infrastructure.
Practical experience shows: A 30-40% reduction in correction bookings is more convincing to the CFO than a recruiting chatbot prototype.
Q1 Builds What Q3 Needs
There is a second, less obvious reason to start with Q1: The governance infrastructure built for Payroll and Time & Attendance is the same infrastructure needed for Recruiting and Performance Management.
Ruleset Versioning - which version of which rule was applied to this decision? Must be built once, works across domains.
Decision Logging - complete audit trail of every agent decision. Regulatory requirement under the EU AI Act for high-risk systems.
Exception Routing - what happens when the agent cannot process a case? Defines the handover between automated and human processing.
Framework Governance Agreement - collective agreements or company policies can be negotiated comprehensively instead of domain by domain. One framework agreement is faster and more robust than five separate ones.
Which agent should you build first?
Where is your greatest need for action?
Compare agents
Select 2-3 agents for a direct comparison.
Workforce planning: How many people do you need with AI?
6 fields, instant results. Compare your team today, with growth without AI and with growth with AI.
All data stays in your browser.
6 Assessment Dimensions
Each of the 48 agents is assessed on 5 quantitative dimensions (0-100) and one categorical dimension.
Agent Readiness
How automatable is the process? Share of rule-based and AI-capable decision points.
Governance Complexity
How regulatory-intensive? Works agreement, GDPR, EU AI Act risk level.
Economic Impact
What is the savings potential? FTE binding, volume, standardization, error costs.
Lighthouse Effect
How visible is the success? Relevance for board, employees, and HR strategy.
Implementation Complexity
How technically demanding? Interfaces, policies, data intensity, dependencies.
Transaction Volume
How often does the process run? Daily to episodic - determines the ROI time horizon.
Where to Start? Impact vs. Effort
Impact vs. Implementation Effort
What Pays Off? Economic vs. Lighthouse Effect
Economic Impact vs. Lighthouse Effect
How Ready? Readiness vs. Governance
Readiness vs. Governance Complexity
Q1-Q4 Sequencing Matrix
Governance complexity increases from Q1 to Q4. That is why the sequence is Q1 - Q2 - Q3 - Q4, not by attractiveness.
11 Domains, 48 Agents
HR Operations / Core HR
Q1Employee Data Management Agent
Clean master data - the foundation every other agent depends on.
Time & Attendance Agent
Automate time recording rules - catch exceptions before they reach payroll.
Sick Leave Processing Agent
Process sick notes in minutes, not days - with full compliance tracking.
Employee Self-Service Agent
Answer HR questions instantly - without creating a ticket.
HR Document Management Agent
Generate, classify, and archive HR documents - with retention compliance built in.
Payroll & Compensation
Q1Payroll Processing Agent
Reduce correction bookings by 30-40% - the highest-ROI agent in the catalog.
Payroll Accounting Agent
Bridge payroll and finance - automated journal entries, zero manual posting.
Tax & Social Insurance Agent
Navigate multi-jurisdiction tax complexity - automatically, auditably.
Payroll Reporting Agent
From payroll data to management insight - on schedule, every time.
Compensation & Benefits
Q1-Q2Benefits Enrollment Agent
Guide employees through benefits selection - with eligibility checks built in.
Compensation Benchmarking Agent
Market data meets internal equity - compensation analysis without spreadsheet chaos.
Merit Cycle Governance Agent
Budget adherence, equity checks, and approval workflows - for every merit cycle.
Leave of Absence Agent
Parental leave, sabbaticals, special leave - every type, every jurisdiction, one agent.
Travel & Expense Agent
Policy-compliant expense processing - from receipt to reimbursement.
Onboarding
Q2Onboarding Workflow Agent
From signed contract to productive employee - 50+ tasks, zero dropped balls.
Equipment Provisioning Agent
Right equipment, right time, right place - for every new hire and role change.
Compliance Training Agent
Mandatory training - assigned, tracked, and escalated before the deadline.
Probation Management Agent
Never miss a probation deadline - structured tracking from day one to confirmation.
Recruiting / Talent Acquisition
Q3Candidate Screening Agent
Structure the screening process - with full EU AI Act compliance built in.
Job Posting Agent
Publish compliant, consistent job postings - across every channel, every language.
Interview Scheduling Agent
Find the slot, book the room, send the invite - without the email ping-pong.
Pre-Hire Due Diligence Agent
Structured background verification - legally compliant, consistently documented.
Talent Pool Management Agent
Keep your talent pipeline warm - without manual CRM effort.
Executive Recruiting Agent
Board-level searches with full confidentiality and governance tracking.
Talent Strategy & Planning
Q4Workforce Planning Agent
From headcount forecasts to actionable gap analysis - with scenario modelling.
Succession Planning Agent
Identify bench strength gaps before they become leadership vacuums.
Strategic HR Analytics Agent
Turn HR data into board-ready insight - not just reports, but answers.
Learning & Development
Q2-Q3Training Needs Analysis Agent
Identify skill gaps before they become performance gaps.
Learning Path Recommendation Agent
Personalised learning paths - based on gaps, goals, and available content.
Certification Tracking Agent
Track every certification, every renewal, every expiration - automatically.
Training Effectiveness Agent
Measure L&D impact - beyond satisfaction scores.
Learning Event Management Agent
Physical training logistics - rooms, trainers, equipment - handled automatically.
Integrated Talent Management
Q3-Q4Performance Review Documentation Agent
Structured review documentation - consistent, complete, and audit-ready.
Skills & Career Profile Agent
Build the skills inventory that every talent decision depends on.
People Analytics Agent
Workforce intelligence - from attrition prediction to engagement drivers.
Promotion Process Agent
Structured promotion governance - from eligibility check to budget impact.
Policy, Compliance & Employee Relations
Q3-Q4Policy Document Agent
One source of truth for every HR policy - always current, always accessible.
Compliance Monitoring Agent
Continuous compliance monitoring - catch gaps before auditors do.
Employee Relations Case Agent
Structured case management for sensitive employee matters.
Works Council Coordination Agent
Structure the dialogue with employee representatives - deadlines met, documentation complete.
Workforce Transitions
Q2-Q3Contract & Offer Generation Agent
From offer decision to signed contract - with the right clauses for every jurisdiction.
Transfer & Relocation Agent
Internal moves and international assignments - with nothing falling through the cracks.
Offboarding Agent
Structured exit process - from notice to final paycheck, nothing missed.
Adjacent Domains (Finance, Legal)
Q1-Q3Expense Processing Agent
Receipt to reimbursement in hours - policy-compliant, fully documented.
Invoice Processing Agent
From invoice receipt to approved payment - without manual data entry.
Legal Contract Review Agent
Accelerate contract review - flag risks, check clauses, reduce legal bottlenecks.
Audit & Compliance Agent
Audit readiness as a continuous state - not a quarterly scramble.
Vendor Management Agent
Track vendor performance, contracts, and compliance - systematically.
Three-Phase Roadmap
Prove
Build foundation and governance infrastructure. High rule density, low risk.
Payroll, T&A, Expense, Sick Leave
Expand
Leverage existing governance. Medium complexity, high visibility.
Onboarding, Benefits, Offboarding
Complexity
Full governance required. High-risk agents with EU AI Act compliance.
Recruiting, Performance, L&D, WFP
Payroll processing savings potential
Estimated savings potential
422.400 € - 907.200 €
p.a.
Hours saved: 7.680 - 12.960 hours p.a.
Additionally: estimated 30-40% reduction in correction postings
Online - 3 Min.
How ready is your HR organisation?
7 questions, 3 minutes. Maturity level, radar chart and concrete agent recommendations.
Start online assessment →PDF - 14 Seiten
Assessment as PDF
15 questions for your leadership team. Worksheets, team assessment with delta analysis.
Download eBook →Frequently Asked Questions
Do I need to build all 48 agents?
No. The catalog is an assessment tool. Start with 3-5 Q1 agents and expand based on experience and governance maturity.
Why not start with recruiting?
Recruiting falls under EU AI Act high-risk (Annex III(4)(a)) and requires extensive governance. (US: No federal equivalent; EEOC guidance on AI in hiring applies.) Q1 agents like Payroll build the governance infrastructure that Recruiting later needs.
How accurate are the Readiness scores?
The scores are based on an enterprise analysis of 78 HR processes. They are reference values - exact numbers depend on your system landscape and process maturity.
What does high risk under the EU AI Act mean?
Systems in Annex III(4) - recruitment, performance evaluation, promotion - face stricter requirements: risk management system, data documentation, human oversight, transparency obligations. (UK: The EU AI Act does not apply in the UK; the Equality Act 2010 and ICO guidance govern AI in employment decisions.)
What Happens Next?
30 minutes
Initial call
We analyse your process and identify the optimal starting point.
1 week
Discover
Mapping your decision logic. Rule sets documented, Decision Layer designed.
3-4 weeks
Build
Production agent in your infrastructure. Governance, audit trail, cert-ready from day 1.
12-18 months
Self-sufficient
Full access to source code, prompts and rule versions. No vendor lock-in.
Which Agent Will You Build First?
We analyze your HR process landscape and identify the optimal sequencing.