PIXEVISION AI TRAINING | HRDF CLAIMABLE | IN-HOUSE / VIRTUAL

HRDF Claimable

AI Training in Malaysia

Practical AI courses built from real deployments, from a 1-day AI awareness session for management and staff to hands-on programmes on AI agents, AI vision and LLMs for engineering teams. Taught by the people who build and deploy these systems in Malaysian factories and public agencies.

FUNDING

HRD Corp Claimable

Courses

TRAINER

HRD Corp-Accredited,

TTT-Certified

DELIVERY

In-House or

Virtual

FORMAT

Live AI Vision and

LLM Demos

REAL-WORLD SCALE

Units and items processed by our AI vision platform in live operations, the experience behind every course.

0 M+

COURSE TRACKS

From 1-day AI awareness to in-depth technical training, so every level of your organisation is covered.

0 + Tracks

FEATURED PROGRAMME

A full day of agentic AI for manufacturing, with live AI vision and LLM demonstrations on a mini production line.

0 Hours

THE CHALLENGES

Your Team Knows AI Matters, But Not Where to Start

Most organisations have heard the promise of AI. Far fewer have a shared understanding of what it can realistically do in their own operations, or how to adopt it safely.

This creates common gaps: (1) management and staff with different expectations of AI, (2) pilots chosen for hype rather than value, (3) uncertainty over data privacy and accuracy, and (4) no in-house ability to evaluate vendors or proposals.

What teams need is practical AI training grounded in real deployments, so everyone, from management to engineers, can make informed decisions.

PixeVision lecture on AI reliability in Malaysian manufacturing at University of Nottingham Malaysia

Common Question "Will AI actually work reliably on our production floor?"

THE SOLUTION

A Clear AI Training Pathway, From Awareness to Action

Three course tracks take your organisation from a shared AI foundation to hands-on technical skills, ending with realistic AI use cases for your own operations. Every track is HRDF claimable for eligible employers.

01 — Understand

AI Essentials

A shared, jargon-free AI foundation for management, admin and operations teams.

1 DAYNON-TECHNICAL

02 — See It Live

AI Agents and the Connected Factory

From chatbots to AI agents, with live AI vision and LLM demos on a mini production line.

1 DAYLIVE DEMO

03 — Build

AI in Practice

In-depth technical training on designing, training and deploying vision and LLM systems.

TECHNICALYOUR OWN DATA

04 — Apply

Your First AI Use Case

Leave with a shortlist of realistic AI opportunities mapped to your own operations.

ADOPTION PLAN

WHAT WILL YOU LEARN

Three Areas Where AI Is Already Paying Off

Every course is built around where AI is delivering results for Malaysian organisations today, so your team learns what is practical, not just what is possible.

AI in Operations

How AI and AI agents cut manual work, speed up decisions and improve consistency across daily operations.

Automated shift, downtime and OEE reports
Triage of machine and quality alarms
Finding the right first use case

AI Vision

How cameras and AI inspect, count and monitor, and what it takes to make them reliable on a real line.

Defect inspection and quality control
Counting, OCR and traceability
Reading confidence scores and false rejects

LLMs and AI Agents

How large language models and agents work with documents, data and factory systems, and how to keep them accountable.

Knowledge assistants over SOPs and data
Auto-generated defect and production reports
Human-in-the-loop and data privacy

COURSE TRACKS

From AI Awareness to Hands-On Technical Skills

Start with a shared foundation, see AI agents and AI vision working live, then go deeper with the teams who will build and run AI systems. All tracks can be tailored to your industry.

Track 011 day

AI Essentials for the Workplace

A clear, jargon-free introduction to AI and how it applies to your organisation.

Best for: senior management, operations, admin and support staff

What AI Is, and Is NotAI, machine learning and generative AI in plain language.
AI in OperationsReal examples from manufacturing, logistics, safety and admin.
AI Vision in PracticeHow cameras and AI inspect, count and monitor.
LLMs at WorkAI assistants for documents, reports and knowledge search.
Using AI ResponsiblyPDPA, accuracy limits and keeping humans in the loop.
Finding Your First Use CaseMapping your pain points to realistic AI opportunities.

Outcome: a common AI vocabulary and a shortlist of opportunities.

Featured

Track 021 day · 8 hours

AI Agents and the Connected Factory

A practical programme on agentic AI for manufacturing, built around live demos on a working inspection set-up.

Best for: production, quality, engineering, maintenance and IT/OT teams. No programming needed.

From Chatbots to AI AgentsHow agents perceive, reason, use tools and take action.
Agentic Workflows in ManufacturingAutomated reporting, alert triage and quality summaries.
Vision + LLM Defect ReportsLive inspection on a mini conveyor, with auto-generated reports.
Human-in-the-Loop and GovernanceApproval gates, data privacy, audit trails and accountability.
End-to-End Demo and Adoption PlanInspection to report to dashboard, then your own use case.

See the full-day schedule →

Track 03Tailored

AI in Practice: Vision and LLM Systems

Technical training on how AI systems are designed, trained and deployed, with guided labs.

Best for: engineers, IT, data and process improvement teams

Computer Vision FundamentalsCameras, lenses, lighting and building a usable dataset.
Training a Vision ModelLabelling, training and evaluating detection and counting models.
Deploying AI on the LineEdge IPCs, PLC integration, reject signals, on-premise vs cloud.
LLMs for OperationsKnowledge assistants over SOPs and manuals, kept private.
Lab With Your Own DataYour images or documents, used to scope a realistic pilot.

Outcome: a team that can specify and support AI projects, plus a scoped pilot.

FEATURED PROGRAMME

AI Agents and the Connected Factory: A Day at a Glance

Most manufacturers have seen what an AI chatbot can do. Far fewer have seen an AI agent read the data, decide what matters and act on it. This programme shows them, live.

09:00
Registration and Programme Briefing
Objectives, agenda and a baseline assessment.
09:30
Module 1: From Chatbots to AI Agents That Take Action
What an LLM is and what a chatbot cannot do. The anatomy of an agent: model, tools, memory and guardrails. Where agents fit alongside MES, ERP, SCADA and vision systems.
LectureDiscussion
10:45
Module 2: Agentic Workflows in Manufacturing
Automated shift, downtime and OEE reports. Classifying and routing machine and quality alarms. Turning inspection logs into actionable insight.
Case StudyLive Demo: Knowledge AgentGroup Activity
13:15
Module 3: Vision + LLM for Auto-Generated Defect Reports
How AI vision detects defects, passing results into an LLM, and reading confidence scores, false positives and false negatives.
Live Demo: Mini Conveyor InspectionLive Demo: Auto-Generated Report
14:45
Module 4: Human-in-the-Loop and Governance
Why full autonomy fails on the shop floor, where a human must sign off, data privacy and IP, and traceability. Case discussion: the agent made the wrong call, who owns it?
Case StudyGroup Discussion
15:45
Module 5: End-to-End Demo and Adoption Planning
Inspection to data to agent to report to dashboard. Participants query the knowledge agent themselves, then identify one agentic use case on their own line.
Hands-OnGroup Exercise
16:30
Assessment, Evaluation and Close
Post-training assessment, recap of learning outcomes and Q&A.

Remark: The schedule above is a sample. Actual training content, modules and duration can be adjusted according to your organisation's requirements, industry and participants.

Learning Outcomes

Tell AI chatbots and AI agents apart, and explain how an agent acts within factory systems
Describe agentic workflows for reporting, alert triage and quality summaries
Explain how AI vision and LLMs combine to auto-generate defect reports
Apply human-in-the-loop and governance principles
Identify at least one agentic AI use case in your own operations

We Bring the Factory to Your Training Room

Industrial camera, lens and lighting
Portable mini conveyor (as needed) and sample parts
PC with GPU for live AI inference
See.AI™ inspection platform
EKE™ knowledge management LLM

Demo equipment only. Nothing is installed on your systems.

TRAINING TRACK RECORD

Where We Have Taught AI

From industry seminars to university lectures and hands-on lab training, our team regularly shares practical AI knowledge with Malaysian industry and academia.

Korean delegation from Chungcheong region at PixeVision Industrial AI in Practice session

Industrial AI in Practice training session for the Korean delegation

Korean delegation trying live AI vision inspection demos

International Delegation

Industrial AI in Practice: Korean Delegation Visit

Petaling Jaya, Selangor · PixeVision Office

Hosted 23 researchers and managers from Korea's Chungcheong region on an overseas training programme organised by the Chungcheongnam-do Provincial Government. The session covered how AI vision and knowledge systems are deployed on Malaysian production lines, followed by live demos of glove inspection, interactive defect detection, AI CCTV and EKE™.

Audience: university researchers, industry associations and Korean government agency representatives

AI and Digitalization Tech Seminar for Penang industry professionals

Live AI vision demo at the Digital Penang showcase

PixeVision receiving appreciation at the Digital Penang seminar

Industry Seminar

AI and Digitalization Tech Seminar and Showcase

Georgetown, Penang · with Digital Penang

Organised jointly with Digital Penang and ASPL, bringing manufacturers and industry leaders together on practical AI adoption, with presentations and live demonstrations by four PixeVision speakers.

Audience: industry professionals and business owners

Audience at the PixeVision AI lecture at University of Nottingham Malaysia

Students and industry professionals at the UNM AI lecture

PixeVision receiving appreciation at University of Nottingham Malaysia

Academic Lecture

Scepticism About AI Reliability in Malaysian Manufacturing

Semenyih, Selangor · University of Nottingham Malaysia

Led by our CTO, drawing on real industrial deployments to address one of the biggest barriers to AI adoption: whether AI performs reliably on a real production floor.

Audience: students, academic staff and industry professionals

AI MAVIN practical AI training lab at UTeM

Hands-on edge AI training with UTeM academic staff

Participants building AI on embedded hardware at UTeM

Hands-On Training

AI MAVIN Practical AI Training

Durian Tunggal, Melaka · UTeM

Co-trainer with Darultek Instrument on integrating AI into embedded hardware, covering AIoT, edge AI and model training, with our CTO leading the hands-on practical component.

Audience: UTeM academic staff

HRDF CLAIM PROCESS

How to Claim Your AI Training Under HRD Corp

Fees are paid from your HRDC account, and we prepare every document your grant application needs.

01 — PixeVision

Scope Your Training

We discuss your team, goals and industry, then tailor the course content.

02 — PixeVision

Receive Your Document Pack

You get the quotation, trainer profile and course schedule required for the grant application.

03 — Your HR Team

Apply for the Grant

Submit the grant application through your company's HRD Corp e-TRiS account before the training date.

04 — PixeVision

Train and Claim

We deliver the training, then submit attendance and claim documents once the grant is approved.

Plan ahead: HRD Corp does not approve grants after training has taken place, so the application must be submitted before your training date. Contact us early so there is time for scoping and approval.

LEARN FROM A TEAM THAT DEPLOYS AI

Real Malaysian Deployments, Used in Every Course

We design and deploy AI vision and LLM systems for Malaysian manufacturers and public agencies, and bring those lessons into the training room.

AI Vision · Steel

Rebar Counting at Malaysia Steel Works

Automated bundle counting with operator confirmation.

Read case study → AI Vision · Packaging

Packaging OCR Inspection

Inline code verification with PLC line stop.

Read case study → AI Vision · Semiconductor

AI X-Ray Inspection Software

AI added to existing X-ray imaging equipment.

Read case study → LLM · Public Sector

AI Tour Guide for Perbadanan Putrajaya

Multilingual visitor assistant for Lentera Putrajaya.

Read case study →

FAQ

AI Training and HRDF - Common Questions

Is your AI training HRDF claimable?

Yes. PixeVision is an HRD Corp registered training provider, and eligible employers can pay course fees from their HRD Corp levy under HRD Corp Claimable Courses.

Who can claim HRDF for AI training?

Employers registered with HRD Corp who are up to date with their levy contributions can apply, for employees who are Malaysian citizens. The grant must be applied for through e-TRiS before the training takes place.

Can organisations that are not HRD Corp registered attend?

Yes. Government agencies and other organisations can engage us directly for the same courses. HRDF funding simply will not apply.

Do participants need a programming background?

No. Track 01 and Track 02 need no programming. Track 03 suits engineers, IT and data teams who want to go deeper into how AI systems are built.

Can the training content be customised?

Yes. All course content, modules and duration can be adjusted to your organisation's requirements, industry and participants. Demo samples can also be replaced with your own parts or documents if provided in advance, subject to mutual agreement and a confidentiality agreement.

What happens during the live demonstrations?

We bring an industrial camera, lighting and a PC with GPU running our See.AI™ and EKE™ platforms, plus a portable mini conveyor on an as-needed basis. Participants watch defects detected, reported and dashboarded live. Everything is set up and removed by our team, and nothing is installed on your systems.

Please note: the live demonstrations are not an official proof of concept (POC), and their results do not represent POC outcomes. They are meant to give participants a practical idea of how the technology works.

Is the training delivered in-house or online?

Both. We deliver at your premises or as live virtual sessions. Live equipment demos are best experienced in person.