FIUU AI Engineering Upskilling Program | AITraining2U

Confidential Proposal

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

AI Engineering
Upskilling Program

A comprehensive program designed to equip 25-30 software engineers at FIUU with AI engineering, automation, analytics, and rapid prototyping capabilities to build AI-native fintech products.

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

4
Training Pillars
25-30
Engineers
100%
HRDC Claimable
9
Training Days
The Challenge

Why AI Engineering Matters Now

Fintech companies that fail to upskill their engineering teams on AI risk falling behind competitors who are already shipping AI-native products at speed.

Engineers Stuck in Legacy Patterns

Engineering teams using traditional development approaches when AI-augmented workflows could 10x output.

No AI/ML Infrastructure Knowledge

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

Missed Innovation Velocity

Competitors shipping AI-powered features faster while your team lacks the tools and training to keep pace.

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 fintech products.

Pillar 1: AI Engineering (Technical Foundation)

02

Roll-out

Implementation of AI agents across fintech workflows. Automation of transaction monitoring, compliance, and analytics pipelines.

Pillars 2 & 3: Automation + Analytics

03

Awareness

Rapid prototyping and innovation capability to ensure the engineering team can continuously ship AI-powered features.

Pillar 4: AI Vibe Coding (Rapid Innovation)

The Program

4 Pillars of AI Transformation

A structured technical upskilling program covering the full spectrum: from AI engineering fundamentals to rapid prototyping. Each pillar maps to proven AITraining2U courses.

01
Pillar 1 — 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 fintech 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 fintech AI systems
AI agent maintenance & scaling playbooks
Target Audience

Software Engineers, Backend Developers, DevOps

Duration

3-Day Intensive Technical Workshop

Estimated Pax

25-30 Engineers

View Course Details
02
Pillar 2 — Workflow Automation

AI Agentic Automation via N8N

2-day hands-on workshop teaching engineers to build AI agents that automate internal fintech workflows — from transaction monitoring and fraud alert triage to compliance reporting and customer support escalation.

Build AI agents with n8n (no-code/low-code)
Transaction monitoring & fraud detection workflows
Automated compliance & regulatory reporting
API integration with payment gateways & banking systems
Customer support escalation & ticket routing agents
Access to 700+ ready-to-deploy Supern8n templates
Target Audience

Software Engineers, Platform & Infrastructure Teams

Duration

2-Day Hands-on Workshop

Estimated Pax

25-30 Engineers

View Course Details
03
Pillar 3 — Data Intelligence

AI for Data Analytics

2-day workshop empowering engineers and data teams to leverage AI for advanced analytics — from automated data pipelines and anomaly detection to predictive models for transaction forecasting and risk assessment.

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

Software Engineers, Data Engineers, Analytics Teams

Duration

2-Day Hands-on Workshop

Estimated Pax

25-30 Engineers

View Course Details
04
Pillar 4 — Rapid Innovation

AI Vibe Coding & Rapid Prototyping

2-day workshop enabling engineers to rapidly prototype and ship AI-powered fintech features using vibe coding tools. Build functional payment UIs, admin dashboards, and internal tools in hours instead of sprints.

Build apps using AntiGravity, Claude Code & AI tools
Rapid prototyping for fintech dashboards & admin panels
AI-powered internal tooling for payment operations
Feature prototyping & technical validation in hours
UI/UX design principles with AI assistance
Deploy live apps by end of 2-day workshop
Target Audience

Software Engineers, Full-Stack Developers, Product Engineers

Duration

2-Day Hands-on Workshop

Estimated Pax

25-30 Engineers

View Course Details

Program Summary at a Glance

Pillar Program Audience Duration Post-Training Support Est. Pax
01 AI Engineering Software Engineers 3 Days 3 Months 25-30
02 AI Agentic Automation (n8n) Platform & Infra 2 Days 3 Months 25-30
03 AI for Data Analytics Data & Analytics 2 Days 3 Months 25-30
04 AI Vibe Coding & Prototyping Full-Stack Engineers 2 Days 3 Months 25-30
+ Advisory Retainer (Optional) Organization-wide Ongoing --
Suggested Rollout

Phased Deployment Timeline

An 8-12 week phased rollout ensures minimal business disruption while maximizing adoption and impact across 25-30 engineers.

P1
Weeks 1-3

AI Engineering Deep Dive

3-day intensive for 25-30 engineers. Build production AI infrastructure and agent architectures.

P2
Weeks 4-6

Agentic Automation Training

2-day workshop. Engineers deploy live AI agents for transaction monitoring, compliance, and support workflows.

P3
Weeks 5-7

AI Analytics Workshop

2-day workshop running in parallel. Build AI-powered data pipelines, anomaly detection, and predictive models.

P4
Weeks 8-10

Vibe Coding Sprint (Optional)

2-day workshop. Rapid prototyping of AI-powered fintech features and internal tools.

Expected Impact

Target Outcomes

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

AI-Native Engineering Team

25-30 engineers equipped with production-grade AI engineering skills, agent architecture patterns, and MLOps best practices.

Automated Fintech Workflows

AI agents handling transaction monitoring, fraud alerts, compliance reporting, and customer support escalation.

10x Faster Prototyping

Engineers shipping AI-powered features, dashboards, and internal tools in days instead of sprint cycles.

AI-Powered Analytics

Automated data pipelines, anomaly detection, and predictive models for transaction forecasting and risk assessment.

50% Reduction in Manual Tasks

Automated workflows eliminating repetitive engineering tasks across payment operations and compliance.

Self-Sustaining AI Capability

Engineering team fully capable of building, deploying, and maintaining AI agents 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 Engineering

3-Day Workshop
RM95,000 / cohort

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

Cohorts
1
Subtotal: RM95,000
HRDC Claimable
02

AI Agentic Automation (n8n)

2-Day Workshop
RM85,000 / cohort

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

Cohorts
0
Subtotal: RM0
HRDC Claimable
03

AI for Data Analytics

2-Day Workshop
RM75,000 / cohort

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

Cohorts
0
Subtotal: RM0
HRDC Claimable
04

AI Vibe Coding & Prototyping

2-Day Workshop
RM75,000 / cohort

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

Cohorts
0
Subtotal: RM0
HRDC Claimable
Optional

Advisory Retainer

Ongoing Support
RM15,000 / month

Monthly check-ins with appointed PICs and change management stakeholders within FIUU. Cross-department advisory support.

Months
0
Subtotal: RM0
Non-HRDC Claimable
HRDC Claimable
RM95,000

Claimable via SBL-Khas

Net cost to company: RM0

Non-HRDC (Optional)
RM0

Advisory Retainer

No additional cost

Total Program Investment
RM95,000

All Pillars + Advisory

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. Advisory retainer is billed monthly.

Employer Assurance

100% HRD Corp
Claimable

All four pillars of this program are fully covered under the SBL-Khas scheme. FIUU 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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myNEWS
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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
AITraining2U Large Scale Enterprise Training Collage

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
FIUU?

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