AI in Human Capital Management

From Agentic AI to real HR outcomes — a practical guide to deploying AI agents across recruiting, onboarding, HR operations and payroll using the platforms your organization already runs on.

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The AI Journey in HCM
Three distinct eras — each one building on the last. We help you move through all three with a clear roadmap and measurable outcomes.
01 · Foundation

Automate & Analyze

Rules-based automation, predictive dashboards, workforce forecasting and compliance reporting

02 · Intelligence

Generate & Assist

AI copilots, conversational HR assistants, job description generation and benefits Q&A

Now
03 · Autonomy

Orchestrate & Act

Autonomous AI agents coordinate tools, trigger workflows and deliver outcomes across the full HR lifecycle

Responsible AI Policy Framework

Every AI capability we deploy is governed by four core pillars — ensuring AI works for everyone, fairly and transparently.

1

Fairness & Bias Mitigation

All AI features undergo bias audits before deployment. Copilot™ standup configurations are updated to accommodate employees with disabilities, ensuring equitable access for all team members.

2

Transparency & Explainability (XAI)

AI-driven decisions — from candidate scoring to payroll audits — include clear explanations. Employees and managers always understand why a recommendation was made and can challenge it.

3

Privacy & Data Governance

Employee data is governed by strict minimization and purpose-limitation principles across Workday®, ADP®, and all integrated platforms — compliant with GDPR, EU AI Act and EEOC requirements.

4

Accountability & Human Oversight

AI agents operate within guardrails. Humans remain in the loop for high-stakes decisions — offers, terminations, payroll finalization — with full audit trails for every AI-assisted action.

Agent Architecture in Practice

AI agents assemble context, reason over it, decide whether to act, and loop — autonomously. MCP (Model Context Protocol) connects channels to agent intelligence.

Agent Execution Loop

How a single AI agent processes a task end-to-end

1

Task In

Slack®, API call, or voice trigger initiates the agent

2

Assemble Context

Prompt + memory + available tools are composed

3

LLM Reasoning

Model reasons over the full context to determine next action

4

Need Tool? Branch

Y → execute tool (API, terminal, web) · N → respond directly

5

Response → User

Loop continues until the task is fully complete

MCP (Model Context Protocol) vs. GUI

Agents accessible via conversation — not just traditional UI

MCP (Model Context Protocol)

Slack®
Teams™
Chat / SMS
Voice

Adapters ↓

AI Agent Gateway Routing · Memory · Tools
LLM
Reasoning
Memory
State + History
vs. Traditional GUI: Workday® UI · ADP® Portal · HRIS Forms
Agents bypass manual navigation — tasks complete via conversation

AI Across the HCM Lifecycle

From recruiting to payroll, AI agents are embedded at every stage of the employee journey.

W
AI Agent Gateway

Workato® MCP — AI Agent Gateway

Workato®'s MCP (Model Context Protocol) server is the central AI Agent Gateway — connecting LLMs and autonomous agents to your entire HR tech stack through a standardized, secure interface.

MCP · Agent Gateway · Integration
  • 1,200+ connectors to Workday®, ADP®, iCIMS®, Slack® & ServiceNow®
  • Exposes HR workflows as LLM-callable tools for Claude™, GPT & Gemini™
  • Orchestrates agent-to-agent workflows without custom code
  • Role-based access, audit logs, and data governance built in
  • Real-time triggers on HR events — new hires, role changes, payroll runs
Example flow: New hire in Workday® → Workato® MCP triggers onboarding agent → provisions IT accounts, sends Slack® welcome, schedules GoodTime™ orientation, logs to ADP® — all autonomously.

Workday® ↔ Slack® Agent Integration

Agent-to-agent integration lets employees complete HR tasks — PTO, approvals, status checks — directly in Slack® without ever opening Workday®.

Agent-to-Agent

Workday® Skills Cloud

Machine learning surfaces inferred and verified employee skills — enabling dynamic talent mobility, project staffing, and career pathing at scale.

ML · Talent

Onboarding RPA — Microsoft® Power Automate™

Robotic Process Automation provisions equipment, software, and accounts the moment an offer is accepted — eliminating manual IT tickets entirely.

RPA · Onboarding
iC

iCIMS® Coalesce AI — Candidate Scoring

AI matches candidates against job requirements, runs bias audits on every scoring decision, and enables natural language talent search to accelerate time-to-hire.

Recruiting · AI

GenAI Job Descriptions — Microsoft® Copilot™ + Gemini™

Microsoft® Copilot™ and Google® Cloud® Gemini™ Enterprise generate inclusive, compelling job descriptions tailored to each role — reviewed by HR before publishing.

GenAI · Recruiting
GT

GoodTime™ Interview Scheduling

Enterprise-grade AI for multi-interviewer panel coordination. Optimizes interviewer calendars, reduces scheduling cycles, and accelerates the candidate experience.

Scheduling · AI
SN

HR Ops Benefits Q&A Agent Handoffs

AI resolves FAQs instantly. Complex benefits questions trigger automatic handoffs from a corporate agent to a specialist — with full conversation context carried over.

Agent-to-Agent · HR Ops
ADP®

ADP® Payroll AI Inspector

Machine learning audits payroll before finalization. ADP® Assist answers personal paycard, deduction, and PTO questions — grounded in your company's own handbook.

Payroll · ML

Configuring AI Agents with Workday® ASOR

The Workday® Agent System of Record (ASOR) is the central hub for registering, governing, and monitoring every AI agent in your environment.

Full visibility and control over every AI agent

ASOR gives HR and IT a single system of record for all AI agents — from registration and permissions through monitoring, audit trails, and human oversight enforcement.

  • Register and manage all AI agents from a single system of record
  • Define agent permissions, data access scopes, and action boundaries
  • Monitor agent activity with complete, tamper-evident audit trails
  • Enforce Human Oversight policies on high-stakes agent actions
  • Integrate with existing Identity & Access Management (IAM) controls
ASOR Configuration Flow
1

Define Agent

Name, purpose, and owning team

2

Assign Permissions

Data scopes and allowed actions

3

Configure Guardrails

Escalation rules and human overrides

4

Deploy & Monitor

Live audit trail and usage dashboards

Ready to bring Agentic AI to your HCM?

Request early access to our AI HCM program or download the full solution for your team.

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Questions about AI in your HCM environment?

Our team specializes in Workday®, ADP®, iCIMS® and the full HR AI stack. Let's talk.

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