AI-Powered HR: A One-Day Learning Path for Eco-Shop

Prepared for: Eco-Shop Marketing Berhad, HR Team
Prepared by: Dr. Caroline Ang, ACIS — Founder, AI Architect, Governance Advisor

Your Trainer & Advisor

Dr. Caroline Ang, ACIS

Founder · AI Architect · Governance Advisor

AI Governance & Adoption

Designs and delivers AI adoption programmes across the region, focused on practical implementation.

M365 & Copilot Specialist

Deep expertise in Copilot deployment, prompt engineering, and Frontier agent design for HR.

Corporate & Regulatory

ACIS-qualified background in governance, compliance, and executive advisory.

Why This, Why Now

Eco-Shop is one of Malaysia's largest and fastest-growing value retailers — over 370 outlets nationwide and a workforce in the thousands. At that scale, HR teams are stretched thin across documentation, policy communication, and reporting. This programme was designed specifically for Eco-Shop's HR team — to build practical AI fluency using tools they already have, led by a trainer who has designed and delivered AI governance and adoption programmes across the region. AI is not a nice-to-have here. It is a capacity multiplier for a team supporting rapid national growth.

The Brief

Practical Training, Real Impact

One day of practical AI training, built specifically around how Eco-Shop's HR team actually works. No filler. No theory for theory's sake.

Purpose-Built

Tailored to Eco-Shop HR workflows

Hands-On

Every module ends with a real exercise

Team-Embedded

Structured around a team-building day

Built On Your Own Platform

Eco-Shop runs on Microsoft 365 — so does this programme. Every module is built on tools your HR team already opens every day.

Word

Policies, letters, documentation

Excel

People analytics and HR data

PowerPoint

Executive-ready HR decks

Outlook

Sensitive communications

Teams

Collaboration and meeting support

Your Copilot Journey

This programme covers Phase 1 in full. Phases 2 and 3 are available as follow-on engagements as your team's confidence grows.

Today

Phase 1: Copilot Foundation

Prompting across Word, Outlook, Teams & Excel, plus AI governance.

Phase 2: Advanced Productivity

Workflow automation, reusable prompt libraries, and cross-app scenarios.

Phase 3: Agents & Frontier

Custom HR agent design, automation strategy, and live demonstration.

Programme Overview

The One-Day Learning Path

A single day. Seven building blocks. Each module ends with a hands-on exercise using real Eco-Shop HR material.

Foundations

What AI is, what Copilot does, and what it means for HR

Effective Prompt-Writing

The highest-leverage skill of the day

Productivity & Automation

Eliminate repetitive HR tasks

Professional Communications

Executive-ready reports & sensitive messaging

Data & People Analytics

HR metrics and the 9-box matrix

Responsible AI Use

Confidentiality, bias, and trust-but-verify

Personal Action Plan

Each participant leaves with a 30-day commitment

Module 1

AI & Copilot Foundations for HR

Before participants can use AI well, they need a clear mental model of what it is — and what it isn't. This module builds that foundation in the context of HR work.

What AI Does

Generative AI predicts and drafts; it does not think, decide, or verify.

How Copilot Works

Copilot is embedded in M365 apps your team already uses daily.

AI as Drafting Partner

Not a decision-maker. HR judgment remains essential.

AI as Research Assistant

Fast synthesis of policies, benchmarks, and precedents.

AI as Workflow Accelerator

Reduces time on low-value tasks so HR can focus on people.

Module 2

Effective Prompt-Writing for HR

The single highest-leverage skill of the day. Participants learn the anatomy of a strong prompt and immediately apply it to real HR tasks.

Role

Who is the AI acting as?

Context

What is the situation?

Audience

Who will read this?

Constraints

Tone, length, sensitivity

Format

Bullet, email, table, draft

Productivity and Automating Routine HR Tasks

Draft & Generate

Job descriptions, offer letters, onboarding packs, and policy communications — first drafts in minutes, not hours.

Automate Workflows

Interview scheduling support, reference-check summaries, and exit-interview synthesis — so the same work is never reinvented.

Standardise Output

Consistent, accurate, on-brand documentation across every HR function and outlet location.

Module 4

Professional Presentations, Reports & HR Communications

HR data and policy deserve to be communicated with clarity and confidence. This module builds three core skills.

Executive-Ready Decks

Turn HR metrics and policy into clear, compelling PowerPoint presentations for senior leadership.

Structured Reporting

Frame every report as: Problem → Analysis → Recommendation for faster executive decisions.

Sensitive Messaging

Draft and refine policy change or restructuring announcements with the right tone, clarity, and empathy.

Module 5

Two Lenses on HR Data: Metrics and Matrix

Most Copilot-for-HR training teaches only one lens. This programme deliberately teaches both.

HR Metrics

Treats the workforce as a measurable asset: headcount, attrition, engagement, and DEI dashboards — data that drives board-level reporting.

HR Matrix

Treats people as skills, potential, and relationships: skills matrices and 9-box grids for talent review and succession planning.

Copilot Frontier: Phase 3

From Prompts to Agents

Instead of repeatedly prompting Copilot, HR creates agents that understand specific workflows, documents, policies, and reporting requirements.

Recruitment Agent

Screens CVs, suggests interview questions, and produces candidate recommendation reports.

HR Policy Agent

Answers employee questions from the handbook, leave guidelines, and benefits documents.

HR Reporting Agent

Answers "What is attrition by department?" or "Summarize Q2 workforce trends."

L&D Agent

Recommends training and succession actions from skills matrices and competency frameworks.

Frontier Strategy

Which HR Process Should Become an Agent?

Use a Prompt When:

  • The task is one-off or occasional
  • The output varies each time
  • You need creative or contextual judgment

Use an Agent When:

  • The process repeats on a schedule or trigger
  • Inputs and outputs follow a consistent pattern
  • Multiple staff perform the same task independently

Agent Design Principles:

  • Define the trigger (what starts it?)
  • Define the inputs (what does it need?)
  • Define the outputs (what does it produce?)
  • Ground it in approved documents or data
Module 7

Personal Action Plan: 30 Days to Real Change

The final module turns the day's learning into a personal commitment. Every participant leaves with a written, specific 30-day plan.

Week 1: Pick One Task

Identify one recurring HR task that currently takes too long. Write the first Copilot prompt for it. Test it. Refine it.

Weeks 2–3: Build a Prompt Library

Collect the 5 prompts that save the most time. Share them with one colleague. Start a team prompt library in Teams or SharePoint.

Week 4: Report Back

Measure the time saved. Identify one process that could become an agent. Bring a recommendation to your HR lead.

Module 6

Responsible and Confidential AI Use in HR

HR handles the most sensitive data in the company. This module ensures every participant leaves with sound judgement — not just capability.

What Not to Enter

PII, compensation, medical, and disciplinary data — clear rules on Copilot input boundaries

Bias and Hallucination

Recognising AI errors in people decisions before they reach a manager or employee

Trust-But-Verify Checklist

A personal verification routine before any AI output is actioned or shared

Who This Is For

Talent Acquisition

Recruiters and hiring managers streamlining end-to-end hiring workflows

HR Business Partners

HRBPs accelerating reporting, communications, and stakeholder engagement

C&B and ER Teams

Compensation, benefits, and employee relations professionals handling sensitive data daily

Delivered in English, pitched at a practical foundational level, designed for a working group of 30 to 50 participants.

Programme Outcomes

What Your Team Walks Away With

7

Modules Completed

End-to-end AI competency for HR

2

Data Lenses Mastered

Metrics and matrix — both taught, both applied

1

Live Tool Built

Office Agent use case built by HR, for HR

30

Day Action Plan

Each participant commits to immediate workplace application

Programme Details

What's Included

The Programme

One full training day (6–7 hours including breaks)

7 modules, each with a hands-on exercise

All materials customised to Eco-Shop HR workflows

Participant workbook and prompt reference card

30-day action plan template for every participant

Post-session Q&A and follow-up support (2 weeks)

Delivery Details

Format: In-person, facilitated by Dr. Caroline Ang

Group Size: 30–50 participants (HR team)

Language: English

Platform: Microsoft 365 (no additional software required)

Next Steps

Three actions to move from proposal to programme:

1

Confirm Headcount & Date

Finalise participant numbers and preferred date window for the combined team-building and training day

2

Lock the Venue

Secure a space suited to both the team-building activities and the hands-on AI training sessions

3

Finalise the Use Case

Confirm whether the Office Agent hands-on session is built around resume analysis or a submissions dashboard — so training reflects your real hiring workflow