AI Training • 2 Days • HRD Corp Claimable

AI Leadership Training Malaysia: AI-Driven Performance Management

Turn annual appraisals into a continuous, predictive coaching engine

AI-Driven Performance Management for Senior Leadership is a two-day masterclass for heads of department, branch managers, and division leaders that repositions performance management from an annual review into a continuous, AI-assisted coaching practice. Redefine Learning Asia covers AI-supported KPI and OKR drafting, continuous monitoring and predictive analytics, bias-free evaluation that counters recency bias and the halo effect, and AI-generated individual development plans — closing with each division presenting an implementation roadmap for its own performance cycle.

Duration

2 Days

Group Size

Up to 25 senior leaders

Format

On-site / Virtual

HRD Corp

Claimable

When This Programme Is the Right One

The symptom: Performance reviews are annual, backward-looking, and biased — and managers dread running them.

Start from the symptom your team is showing rather than the programme name — buying in the wrong order usually convinces leadership that training does not work. Compare every programme side by side in our symptom-to-programme comparison table.

Learning Outcomes

Leaders cascade corporate strategy into measurable divisional KPIs and OKRs using AI drafting frameworks, in hours instead of weeks.
Performance conversations become data-backed: multi-source AI summaries replace memory-based ratings and their recency and halo biases.
Feedback, coaching points, and one-on-one agendas are synthesised from continuous performance notes rather than composed from scratch.
Each division leaves with an AI performance management implementation roadmap presented and pressure-tested on Day 2.

Programme Agenda

Time	Module	What Happens
Day 1, 9.00am – 10.30am	AI landscape and goal setting	From traditional appraisals to continuous management; AI-powered KPI and OKR drafting workshops for real divisions.
Day 1, 10.45am – 1.00pm	Continuous monitoring and feedback	AI dashboards and predictive analytics for early bottleneck detection; synthesising performance notes into structured, constructive feedback.
Day 1, 2.00pm – 3.45pm	Practical lab: goal drafting and tracking	Leaders build balanced scorecards from their division objectives with AI assistance and simulate metric tracking and risk detection.
Day 1, 4.00pm – 5.00pm	Group presentations and debrief	AI-generated KPI models presented with peer and trainer evaluation.
Day 2, 9.00am – 10.30am	Bias-free evaluation and review execution	Eliminating recency bias and the halo effect with multi-source AI summaries; structuring data-backed review conversations for high and low performers.
Day 2, 10.45am – 1.00pm	Capability building and governance	AI-mapped skill gaps, auto-generated development plans, high-potential identification; data privacy and human-in-the-loop governance.
Day 2, 2.00pm – 3.45pm	Practical lab: simulated appraisal	A challenging appraisal case run end-to-end — AI-synthesised review data, feedback scripts, and a live coaching role-play.
Day 2, 4.00pm – 5.00pm	Roadmaps and close	Division implementation roadmaps presented; final Q&A and close.

Activities

Executive AI labs

Hands-on drafting of KPIs, feedback scripts, and development roadmaps with generative AI — leaders work on their real divisions.

Appraisal role-plays

Simulated performance discussions using AI-generated insights, coached for empathy and clarity as much as accuracy.

Roadmap presentations

Each division pitches its AI performance management rollout and defends it against peer and trainer challenge.

Delivery, Pricing & HRD Corp

Formats: In-house masterclass for leadership cohorts; theory, AI labs, case studies, and role-plays. English and Bahasa Malaysia.
Group size: Up to 25 senior leaders
Indicative investment: Quoted per group; typically structured as two facilitated days under a single HRD Corp grant application. Full breakdowns in the 2026 cost guide, or model your claim with the HRD Corp claim calculator.
HRD Corp claimable: Yes. This programme is structured as HRD Corp claimable training under SBL-Khas — certified trainer, documented learning outcomes, minimum contact hours, attendance records, and a completion report formatted for your claim. The grant must be approved at least 14 calendar days before the training date under Employer’s Circular No. 2/2026, so book three to four weeks ahead. See the full claim walkthrough in our HRD Corp claimable training guide.

AI-Driven Performance Management for Senior Leadership FAQs

Line leadership first: heads of department, branch and division managers who actually run reviews and coach performance. HR leaders attend to design the surrounding cycle, but the programme is built for the managers who own the conversations.

No — it layers AI practice on top of whatever cycle and system you run. The techniques work with generic AI tools against your existing scorecards and review templates; no software purchase is required.

Recency bias and the halo effect come from rating on memory. The programme teaches leaders to synthesise a full period of documented performance notes into multi-source summaries before any rating is made — the AI does the recall, the human makes the judgement.

A dedicated governance module covers data privacy, confidentiality, and human-in-the-loop rules — including what should never be pasted into a public AI tool. Leaders leave with usage guidelines they can hand to their teams.

Quoted per group; typically structured as two facilitated days under a single HRD Corp grant application. The final quote depends on group size, venue, and how much the content is customised, and eligible employers can claim it under HRD Corp SBL-Khas.

In-house masterclass for leadership cohorts; theory, AI labs, case studies, and role-plays. English and Bahasa Malaysia. Redefine Learning Asia delivers nationwide, including Kuala Lumpur, Selangor, Penang and Johor.

Request a proposal for AI-Driven Performance Management for Senior Leadership

Tell us your team size and the problem you need this to fix. You will get a customised proposal with pricing, agenda, and the HRD Corp claim pathway.

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