Mesiniaga AI Engineering Upskilling Program | AITraining2U

Confidential Proposal

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Confidential Proposal — Prepared for Mesiniaga Berhad

AI Engineering
Upskilling Program

A comprehensive program designed to permanently upskill Mesiniaga's entire IT team with AI analytics, AI engineering, and AI agentic security capabilities to deliver next-generation IT solutions.

100% HRD Corp (HRDC) Claimable Under SBL-Khas

3
Training Pillars
6
Training Days
100%
HRDC Claimable
IT
Team-Wide Upskilling
The Challenge

Why AI Engineering Matters Now

IT solutions providers and systems integrators that fail to upskill their teams on AI risk losing competitive advantage as clients demand AI-native services and capabilities.

Clients Demanding AI Solutions

Enterprise clients increasingly expect their IT partners to deliver AI-powered solutions, not just traditional infrastructure and integration services.

AI Skills Gap in IT Teams

Teams skilled in traditional IT infrastructure need to rapidly acquire AI engineering, analytics, and security capabilities to remain relevant.

Competitive Differentiation

Systems integrators with AI-native teams will win more contracts and command higher margins than those stuck in legacy approaches.

Delivery Methodology

Rapid ROI Framework

Our proven deployment hierarchy designed for immediate business value and technical capability building. Each pillar of this program maps directly to a tier of the framework.

Strategy Roll-out Awareness
01

Strategy

Building production-grade AI infrastructure, agent architectures, and the technical foundation for AI-native IT solutions and services.

Pillar 2: AI Engineering (Technical Foundation)

02

Roll-out

Implementation of AI analytics across client engagements. Data-driven insights and automated reporting for IT solutions delivery.

Pillar 1: AI Analytics (Data Intelligence)

03

Awareness

Security-first AI governance and compliance awareness to ensure all AI deployments meet enterprise security standards.

Pillar 3: AI Agentic Security (Governance)

The Program

3 Pillars of AI Transformation

A structured technical upskilling program covering the full spectrum: from AI analytics and engineering to agentic security. Each pillar maps to proven AITraining2U courses.

01
Pillar 1 — Data Intelligence

AI Analytics

2-day workshop empowering data and BI teams to leverage AI for advanced analytics — from automated data pipelines and anomaly detection to predictive models for client infrastructure monitoring and service optimization.

AI-powered data pipeline design & automation
Anomaly detection for infrastructure & service monitoring
Predictive analytics for capacity planning & forecasting
Natural language querying of databases & dashboards
Automated reporting & business intelligence workflows
Integration with existing data warehouses & BI tools
Target Audience

Data Teams, BI Analysts, IT Operations

Duration

2-Day Hands-on Workshop

Estimated Pax

Up to 30 per cohort

View Course Details
02
Pillar 2 — Core Technical Foundation

AI Engineering

Intensive 3-day program covering production-grade AI agent architecture, MCP servers, RAG pipelines, and the infrastructure needed to build and deploy AI-native IT solutions at scale for enterprise clients.

Multi-agent system architecture & orchestration
MCP server design & tool integration
RAG pipelines & vector database integration
MLOps, model deployment & monitoring
Production-grade security for enterprise AI systems
AI agent maintenance & scaling playbooks
Target Audience

Software Engineers, IT Team, Backend Developers

Duration

3-Day Intensive Technical Workshop

Estimated Pax

Up to 30 per cohort

View Course Details
03
Pillar 3 — Governance & Compliance

AI Agentic Security

1-day intensive workshop equipping security, compliance, and IT teams with the knowledge to govern AI agents, protect data pipelines, and ensure enterprise-grade security across all AI deployments for Mesiniaga and its clients.

AI agent security architecture & threat modeling
Data governance frameworks for AI systems
Prompt injection prevention & LLM security
Compliance & regulatory alignment for AI deployments
Secure RAG pipelines & access control patterns
AI risk assessment & incident response playbooks
Target Audience

Security, Compliance, IT Teams

Duration

1-Day Intensive Workshop

Estimated Pax

Up to 30 per cohort

View Course Details

Program Summary at a Glance

Pillar Program Audience Duration Post-Training Support Price / Cohort
01 AI Analytics Data & BI Teams 2 Days 3 Months RM75,000
02 AI Engineering Software Engineering / IT 3 Days 3 Months RM95,000
03 AI Agentic Security Security / Compliance / IT 1 Day 3 Months RM40,000
Suggested Rollout

Phased Deployment Timeline

A 6-8 week phased rollout ensures minimal business disruption while maximizing adoption and impact across Mesiniaga's IT teams.

P1
Weeks 1-2

AI Analytics Workshop

2-day workshop for data and BI teams. Build AI-powered data pipelines, anomaly detection, and predictive models for client engagements.

P2
Weeks 3-5

AI Engineering Deep Dive

3-day intensive for software engineering and IT teams. Build production AI infrastructure, agent architectures, and MCP integrations.

P3
Weeks 6-7

AI Agentic Security

1-day intensive workshop. Ensure all AI deployments meet enterprise security standards, governance frameworks, and compliance requirements.

Expected Impact

Target Outcomes

Measurable transformation metrics Mesiniaga can expect within the first 6 months post-program.

AI-Native IT Team

IT team permanently equipped with production-grade AI engineering skills, agent architecture patterns, and MLOps best practices.

AI-Powered Analytics

Automated data pipelines, anomaly detection, and predictive models for client infrastructure monitoring and service optimization.

Secure AI Deployments

Enterprise-grade security governance across all AI agent deployments, with compliance frameworks and risk assessment capabilities.

Competitive Differentiation

Position Mesiniaga as Malaysia's first AI-native systems integrator, winning more contracts with AI-powered service offerings.

50% Reduction in Manual Tasks

AI-automated workflows eliminating repetitive IT operations tasks across infrastructure management and client service delivery.

Self-Sustaining AI Capability

IT team fully capable of building, deploying, and maintaining AI agents and analytics solutions independently.

Investment

Program Investment

Adjust the number of cohorts per pillar to simulate your total investment. All training pillars are 100% HRDC claimable. Each cohort includes 3 months of post-training support.

01

AI Analytics

2-Day Workshop
RM75,000 / cohort

Up to 30 pax per cohort. Includes 3 months support.

Cohorts
1
Subtotal: RM75,000
HRDC Claimable
02

AI Engineering

3-Day Workshop
RM95,000 / cohort

Up to 30 pax per cohort. Includes 3 months support.

Cohorts
1
Subtotal: RM95,000
HRDC Claimable
03

AI Agentic Security

1-Day Workshop
RM40,000 / cohort

Up to 30 pax per cohort. Includes 3 months support.

Cohorts
1
Subtotal: RM40,000
HRDC Claimable
HRDC Claimable
RM210,000

Claimable via SBL-Khas

Net cost to company: RM0

Total Program Investment
RM210,000

All 3 Pillars Combined

100% HRDC claimable

* All prices in Malaysian Ringgit (RM) and are subject to +8% SST. Training pillar pricing includes 3 months of post-training support per cohort.

Employer Assurance

100% HRD Corp
Claimable

All three pillars of this program are fully covered under the SBL-Khas scheme. Mesiniaga can utilize your existing HRDC levy to fund the entire upskilling program with zero out-of-pocket cost.

01

Inquiry & Proposal

We provide a customized proposal with detailed breakdown per pillar.

02

Grant Application

Submit via the e-TRiS portal using our registered provider code.

03

Execution & Claim

We handle the post-training claim process directly with HRD Corp.

Trusted by Malaysia's Leading Organizations

Ryt Bank
CCM
MR. DIY
Shopee
YYC Advisors
MoneyMatch
Zus Coffee
myNEWS
CTOS
IGB Berhad
Gentari
Pharmaniaga
Ryt Bank
CCM
MR. DIY
Shopee
YYC Advisors
MoneyMatch
Zus Coffee
myNEWS
CTOS
IGB Berhad
Gentari
Pharmaniaga
Scale & Reach: Our Training in Action
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World-Class Faculty

Our trainers bring decades of experience from management consulting, multi-million dollar tech exits, and specialized data transformation.

Warren Leow

Warren Leow

Founder & Strategy Lead

Former management consultant at Bain & Company. Founder of multiple tech startups with exits. Specialist in connecting business strategy with agentic AI implementations.

LinkedIn
Chan Wei Khjan

Chan Wei Khjan

Finance & Process Transformation Lead

Former Audit Partner at YYC. Expert in financial process automation and governance. Leads the technical implementation of n8n workflows for enterprise teams.

LinkedIn
Poo Kuan Hoong (KH)

Poo Kuan Hoong (KH)

Data Science, ML and AI Specialist

Deep expertise in AI/ML and Data Science platforms. Specialist in production-ready data and AI solutions spanning modern data engineering, MLOps, and practical GenAI/agent workflows.

LinkedIn
Marcus Chia

Marcus Chia

UI/UX & Product Lead

Expert in translating user needs into functional AI-driven interfaces. Teaches how to use Antigravity and Claude Code to build polished, user-centric apps.

LinkedIn
Tze Jin

Tze Jin

AI & ML Specialist

Deep expertise in machine learning and backend logic. Guides participants on integrating complex AI reasoning and database structures.

LinkedIn
Shah Mijanur

Shah Mijanur

Cybersecurity & Agentic Security Expert

Expert in data pipelines, database management, and RAG integration, optimizing how AI agents retrieve and process internal knowledge securely.

LinkedIn

Why AITraining2U

1,000+ Professionals Trained

Proven track record across 300+ organizations including Bursa-listed companies, GLC subsidiaries, and leading Malaysian enterprises.

Enterprise-Grade Delivery

Private sessions for cohorts of 25-35 pax. On-site or at our training facility. Fully customizable content aligned to your industry context.

700+ Ready-to-Deploy Templates

Access to the Supern8n marketplace with pre-built AI workflow templates covering real estate, finance, operations, marketing, and more.

Registered HRD Corp Provider

All programs are 100% claimable under SBL-Khas. We handle the end-to-end claims process, making it seamless for your HR and L&D teams.

Ready to Transform
Mesiniaga?

Let's schedule a 30-minute briefing to walk your leadership team through the full program structure, pricing, and HRDC claims process.

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