Critical HR work lives across files, emails and systems.
Monthly MIS, recruitment trackers, policies, LMS records and employee feedback require repeated consolidation before HR can act.
AI FOR HR
Turn HR work into measurable action.
A hands-on, business-first AI programme that helps HR teams improve recruitment, employee service, workforce reporting, payroll review, learning effectiveness and people decisions through governed AI workflows.
Role-based learning paths Sanitised HR case data Human review built in
18+years in data and AI education
37,500+learners and alumni
400+educators and practitioners
300+corporate recruiters
PREVIOUS PROGRAM HIGHLIGHTS
HR teams learning through real business application.
Hands-on enterprise sessions built around facilitator demonstrations, governed HR workflows and collaborative use-case design.
WHY THIS PROGRAMME
HR has more AI opportunities than it has safe implementation paths.
The programme begins with workflow evidence, data boundaries and review ownership. Tool instruction follows the business problem.
Fluent AI output can hide weak evidence.
Duplicates, stale regulations, inconsistent definitions and unsupported causal claims can enter management packs without deliberate checks.
Generic prompting rarely changes a workflow.
Teams need role-based practice, reusable templates, agents, dashboards and a 30-day implementation owner for each selected use case.
Knowledge uplift target
Measured through role-relevant pre- and post-assessment.
Hands-on completion target
Participants finish the core case output during the programme.
30-day activation target
Selected teams begin using or piloting an approved HR workflow.
Cycle-time potential
Validated against a baseline for suitable reporting and operations tasks.
Measurement note: These are illustrative targets for programme design. Replace them with agreed baselines and verified post-program results before publishing as client outcomes.
15 HR AI USE CASES
Business work becomes the learning material.
Each use case has a defined problem, input set, output, owner, implementation wave and human validation requirement. Eight are positioned as quick wins, five as Phase 1 priorities and two as strategic builds.
01Quick win
HRBP Monthly Workforce Review Pack
Consolidate HRMS, payroll, attendance, hiring, attrition and L&D inputs into an evidence-led leadership pack.
HRBP / HR Analytics 2–3 months02Quick win
Employee Master Data Validation
Find duplicates, missing fields and inconsistent department, grade, location, manager and cost-centre values.
HR Operations 1–2 months03Quick win
Payroll Exception & Cross-Audit
Compare pay movements against attendance, leave, increments, incentives and deductions before sign-off.
Payroll / HR Ops 2–3 months04Phase 1
Shift, Roster & Overtime Review
Reconcile rosters, attendance, overtime, leave and compensatory off to surface staffing and policy exceptions.
Workforce Operations 3–4 months05Strategic
Manpower Cost & Budget Analytics
Decompose budget variance across units, grades and locations with drivers, forecasts and management commentary.
C&B / HR Finance 4–6 months06Phase 1
Attrition & Retention Hotspots
Identify cohort concentrations while keeping patterns separate from confirmed causes and individual decisions.
HR Analytics / HRBP 3–4 months07Quick win
Requirement-to-JD Workflow
Turn hiring inputs into a structured JD, role scorecard, sourcing brief and bias-aware manager checklist.
Talent Acquisition 1–2 months08Quick win
Explainable CV Screening
Compare CV evidence against weighted role criteria and record information gaps without unsupported rejection.
Talent Acquisition 1–2 months09Quick win
Interview Kit & Scorecard
Generate structured questions, role-specific probes, evidence guides and consistent panel evaluation formats.
TA / Interview Panel 1–2 months10Phase 1
Joining Readiness Tracker
Track communications, documents, background checks, approvals and ageing risks between selection and joining.
TA / HR Operations 2–3 months11Phase 1
Performance Narrative & Calibration
Improve evidence quality, flag incomplete statements and prepare rating-distribution review packs.
Performance / HRBP 3–4 months12Quick win
LMS Effectiveness Review
Combine enrolment, completion, assessment and feedback data to identify cohorts and programmes needing action.
Learning & Development 2–3 months13Phase 1
Employee Voice Theme Analysis
Anonymise and categorise survey and exit feedback with traceable themes, sample controls and action priorities.
Engagement / Analytics 2–3 months14Strategic
HR Policy Knowledge Assistant
Answer from approved documents with citations, version control, exception routing and an unresolved-query log.
HR Ops / EX / IT 4–6 months15Quick win
Engagement Communication Studio
Adapt approved HR messages across email, WhatsApp, intranet, posters and professional social channels.
Engagement / Corp Comm 1–2 monthsLEARNING ARCHITECTURE
Progress from individual productivity to controlled agentic work.
The programme mix is selected after pre-screening. Every level produces a usable output.
Prompt
RICF / RICTF prompts that remove ambiguity, set evidence rules and define the output.
Copilot
Emails, meeting minutes, HR documents, presentations and management narratives.
Dashboard
Power BI workforce and manpower-cost view with relationships, DAX and filters.
Automation
Power Automate triggers, approvals, reminders, document handling and escalation flows.
Agent
Seven ready-to-configure HR agents grounded in approved Microsoft 365 sources.
Cowork
A five-phase folder workflow that creates a controlled CHRO review pack.
PROGRAMME OUTLINE
Practical by design. Flexible by function.
The core eight-hour format can expand into role-based labs, implementation sprints or a multi-stage HR AI academy.
8 hoursCore programme including breaks
01AI for HR: Focused Recap & Responsible Use30 minutes · Common foundation+
- AI, GenAI, Copilot and AI agents
- Confidentiality, candidate data and payroll risk
- Bias, hallucination and mandatory human review
OutputResponsible AI Checklist for HR
02Prompt Engineering for HR60 minutes · Hands-on+
- Role, Instruction, Context and Format
- Templates, filters, evaluation criteria and self-critique
- Quick response versus deeper reasoning
OutputHR Prompt Library: Foundation Set
03Microsoft 365 Copilot for HR Productivity60 minutes · Hands-on+
- Meeting transcripts to decisions, owners and deadlines
- Outlook thread summaries and escalations
- Word and PowerPoint management outputs
OutputMeeting Minutes and Action-Tracking Template
04AI for Recruitment & Candidate Evaluation75 minutes · Hands-on+
- Structured JDs and role scorecards
- Explainable CV comparison against explicit criteria
- Interview guides, scorecards and candidate communication
OutputAI-Assisted Recruitment Toolkit
05HR Analytics, Payroll & Operations105 minutes · Hands-on+
- HRMS and payroll validation
- Attrition, salary movement and manpower cost
- Dashboard cross-audit and exception reporting
OutputHR Analytics and Payroll Validation Prompt Pack
06AI for L&D and LMS Effectiveness30 minutes · Guided exercise+
- Completion, overdue learners and assessment movement
- Feedback themes and course-effectiveness review
- Department-level follow-up
OutputLMS Effectiveness Review Template
07Employee Engagement & Employer Branding30 minutes · Guided exercise+
- Multi-channel employee communication
- Recognition and employer-brand stories
- Tone, clarity and reputational review
OutputEmployee Engagement Communication Pack
08HR AI Implementation Roadmap30 minutes · Group activity+
- Current process, problem and input data
- Workflow, risks, controls and owner
- Next 30-day action and success measure
Output30-Day HR AI Action Plan
CASE-BASED LEARNING
Participants work on the kinds of files HR receives before they are clean.
Cases use fictional or sanitised data. They test whether participants can validate, explain and control an AI-assisted workflow.
One duplicate submission inflates reported headcount by 187.
Participants improve the prompt layer by layer, reconcile row-level arithmetic, inspect mixed formats and use remarks as evidence before producing the monthly summary.
Creates: audited executive summary + exception list + correction requestsBuild a workforce and manpower-cost dashboard from three Excel files.
Participants import data, create a simple model, build core DAX measures and develop KPI cards, workforce-mix charts and interactive filters.
Creates: working PBIX dashboard + validated KPI logicRun a five-phase monthly HR review with a human gate at every handoff.
The workflow reconciles HR files, creates workforce and cost insights, reviews talent and learning, analyses employee voice and prepares a CHRO action pack.
Creates: CHRO review pack + action tracker + auditable workflow logConfigure role-specific Copilot agents and offline HR web tools.
Teams work with agents for reporting, data quality, policy Q&A, recruitment, L&D, feedback and cross-file analysis, then prototype tools such as an onboarding tracker or interview-kit builder.
Creates: approved agent instructions + starter prompts + implementation controlsPARTICIPANT DELIVERABLES
The programme ends with working assets, not attendance alone.
HR Prompt Library
Reusable prompts for reporting, recruitment, data validation, analytics and communication.
Recruitment Toolkit
JD structure, weighted criteria, CV comparison, interview guide and evaluation scorecard.
HR Analytics Pack
Validation rules, exception reporting, manpower-cost, payroll and attrition review prompts.
Seven Copilot Agents
Ready-to-configure instructions, knowledge-source placeholders and starter prompts.
Workflow Templates
Meeting actions, LMS effectiveness, engagement communication and management reporting.
30-Day Action Plan
Prioritised workflow, owner, data requirement, controls, implementation step and measure.
BEFORE, DURING AND AFTER
A programme shaped around your HR maturity, data and tool environment.
The curriculum is modular. Participant screening decides the depth, case mix and tools used for each HR role.
Pre-screening
Role, experience, AI comfort, tool access and priority workflow survey.
Maturity baseline
Current use, data readiness, governance controls and adoption barriers.
Custom design
Choose use cases, datasets, licences, level tracks and success measures.
Applied delivery
Hands-on cases, review gates, templates, agents and role-based outputs.
Activation review
30-day pilots, adoption evidence, time baseline and implementation roadmap.
AI COST ECONOMICS
Use deeper AI only where better reasoning changes the decision.
The programme teaches HR teams to separate typing tasks from thinking tasks, choose the right tool boundary and quantify whether an automation deserves implementation.
Baseline effortMinutes × frequency × people
AI-assisted effortRun time + human review
Quality controlExceptions caught + rework avoided
Tool costLicence + compute + implementation
Adoption valueUsage × time saved × control quality
Business case: annualised capacity value + avoided rework and risk − tool and implementation cost.
RESPONSIBLE AI FOR HR
Human judgement remains inside every sensitive decision.
Use approved enterprise locations for employee-level data.
Show source, period, row count and calculation behind material findings.
Keep unmatched records visible; never silently delete or correct source data.
Protect anonymity and avoid reporting findings from groups that are too small.
Recruitment, appraisal, disciplinary and separation decisions stay with authorised people.
AI FOR HR FAQs
Questions HR teams ask before starting.
Explore the programme by topic, from practical HR applications and responsible AI to customization, delivery and measurable outcomes.
Selected topic
7 questionsProgram & Audience FAQs
The AI for HR program is designed for HR leaders, HR business partners, Talent Acquisition teams, HR Operations, Payroll and Compensation teams, Learning & Development professionals, Employee Engagement teams and HR Analytics professionals who want to apply AI to practical HR workflows.
BUILD YOUR HR AI PROGRAMME
Start with the workflows your HR team needs to improve now.
We will assess participant maturity, data readiness, tool access and business priorities, then configure the programme, case materials, deliverables and measurement plan.
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