Merchantrade AI Engineering Upskilling Program | AITraining2U

Confidential Proposal

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3 Pillars of Transformation Delivery Methodology Target Outcomes Our Faculty Let's Talk
Merchantrade
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AITraining2U
Confidential Proposal — Prepared for Merchantrade

AI Engineering
Upskilling Program

A comprehensive program designed to permanently transform Merchantrade's entire IT team with AI engineering, analytics, and security capabilities to build AI-native money services and remittance products.

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

3
Training Pillars
25-30
IT Professionals
100%
HRDC Claimable
6
Training Days
The Challenge

Why AI Engineering Matters Now

Money services and remittance companies that fail to upskill their IT teams on AI risk falling behind competitors who are already shipping AI-native products at speed.

IT Teams Stuck in Legacy Patterns

IT teams using traditional development approaches when AI-augmented workflows could 10x output across remittance and compliance operations.

No AI/ML Infrastructure Knowledge

Teams unfamiliar with modern AI frameworks, agent architectures, and ML deployment pipelines needed for AI-native money services products.

Regulatory & Security Gaps

As AI becomes embedded in financial services, teams need security and compliance skills to navigate BNM regulations and protect customer data.

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 remittance and money services products.

Pillar 2: AI Engineering (Technical Foundation)

02

Roll-out

AI-powered analytics for transaction data, remittance patterns, and compliance intelligence across Merchantrade's operations.

Pillar 1: AI Analytics (Data Intelligence)

03

Awareness

Security-first AI adoption ensuring compliance with BNM regulations, data governance, and agentic security best practices.

Pillar 3: AI Agentic Security (Compliance & 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 remittance forecasting, transaction pattern analysis, and compliance risk assessment.

AI-powered data pipeline design & automation
Anomaly detection for fraud & suspicious transactions
Predictive analytics for remittance volume forecasting
Natural language querying of databases & dashboards
Automated compliance & regulatory reporting
Integration with existing data warehouses & BI tools
Target Audience

Data Teams, BI Analysts, Data Engineers

Duration

2-Day Hands-on Workshop

Estimated Pax

25-30 IT Professionals

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 money services and remittance applications at scale.

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

Software Engineers, Backend Developers, DevOps

Duration

3-Day Intensive Technical Workshop

Estimated Pax

25-30 IT Professionals

View Course Details
03
Pillar 3 — Compliance & Governance

AI Agentic Security

1-day intensive workshop for security, compliance, and IT teams covering AI threat landscapes, agentic security frameworks, data governance for money services, and BNM regulatory compliance in the age of AI-powered financial systems.

AI threat landscape & attack vectors for financial systems
Agentic security frameworks & guardrails
Data governance & PII protection for remittance data
BNM regulatory compliance for AI-powered services
Secure AI deployment pipelines & access controls
Incident response for AI-related security events
Target Audience

Security, Compliance, IT Teams

Duration

1-Day Intensive Workshop

Estimated Pax

25-30 IT Professionals

View Course Details

Program Summary at a Glance

Pillar Program Audience Duration Post-Training Support Est. Pax
01 AI Analytics Data & BI Teams 2 Days 3 Months 25-30
02 AI Engineering Software Engineering / IT 3 Days 3 Months 25-30
03 AI Agentic Security Security / Compliance / IT 1 Day 3 Months 25-30
Suggested Rollout

Phased Deployment Timeline

A 6-8 week phased rollout ensures minimal business disruption while maximizing adoption and impact across the IT team.

P1
Weeks 1-2

AI Analytics Workshop

2-day workshop for data and BI teams. Build AI-powered data pipelines, anomaly detection, and predictive analytics for remittance operations.

P2
Weeks 3-5

AI Engineering Deep Dive

3-day intensive for software engineers. Build production AI infrastructure, agent architectures, and ML deployment pipelines.

P3
Weeks 6-7

AI Agentic Security Training

1-day workshop for security and compliance teams. AI threat landscape, data governance, and BNM regulatory compliance.

Expected Impact

Target Outcomes

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

AI-Native IT Team

Entire IT team 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 remittance forecasting and transaction risk assessment.

Security-First AI Adoption

Teams trained on AI threat vectors, data governance, and BNM compliance for secure deployment of AI-powered financial services.

50% Reduction in Manual Tasks

Automated workflows eliminating repetitive tasks across remittance operations, compliance reporting, and customer service.

Intelligent Remittance Ops

AI agents monitoring transactions, detecting suspicious patterns, and automating compliance workflows in real-time.

Self-Sustaining AI Capability

IT team fully capable of building, deploying, and maintaining AI agents independently with permanent upskilling.

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 Pillars

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. Merchantrade 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.

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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
Merchantrade?

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

hi@aitraining2u.com
+6011-37034050