No coding experience needed. Walk in with a business problem. Walk out with a real, working app connected to your accounting data.
Participants Who Leave With a Working Solution
Hands-On Practical Workshop

Open API Access and Integration
Every day, your team repeats the same tasks, chases the same approvals, and copies data between systems. It adds up — and it never really stops.
This is a hands-on bootcamp, not a seminar. You don't just watch — you build. Everything is yours to keep and go live with.
A repeatable 4-step process for turning any business problem into a working app — so you can keep building after the bootcamp ends.
A real app that solves a real problem in your business — connected live to your business data. Not a demo. Not a prototype. Yours to deploy.

Know exactly how to pull from and write back to N3. Automate approvals, flag exceptions, and surface live data — without touching the ERP core.
Learn how to handle common mistakes, iterate fast, and refine your app — so the learning doesn't stop when the day ends.
Build a smooth first-time user experience into your app so anyone on your team can use it — not just the person who built it.
Join a community of builders on the same N3 stack — sharing use cases, templates, and what's actually working in their businesses.
Transform your manual workflows into intelligent, automated solutions — built by you, in one day.
Real business applications you can build during the bootcamp — no coding needed.
Real-time business visibility
Financial monitoring and insights
Monitor overdue customers
Automated approval processes
Faster approvals and tracking
Operational visibility
Performance monitoring
Built around your unique needs
Build Powerful Business Dashboards and AI-Driven Apps Using Accounting Data
Use AI tools to create functional business applications from natural language descriptions.
Create beautiful, functional dashboards that deliver real-time business insights.
Build automated approval flows and business processes that run on autopilot.
Turn your business data into actionable intelligence with AI-powered analytics.
Master the art of communicating with AI to get exactly the results you need.
Deploy your solution and make it accessible to your team immediately.
Everything is hands-on.
Bring your laptop — you'll be building from the first hour.
Work on a real business problem from your organization and build a solution during the workshop.
Connect with business data
Our goal is for 90% of participants to leave with a working dashboard, workflow, or business application they can immediately use.
If you can explain a business process, you can learn to build a solution for it.
THE N3 AI VIBE CODING EXPERTS
Founder & Group CEO, QNE Group of Companies
AI-First Business Software | AI Vibe Coding | SME Digital Transformation
Wilkinson Sam is the Founder and Group CEO of QNE Group of Companies, a business software company serving SMEs, accountants and businesses across Southeast Asia.
With decades of experience in accounting and business software, Sam is now leading QNE’s transformation towards becoming an AI-First Business Software platform, combining cloud accounting, e-Invoicing, AI and AI-powered application developments.
A strong believer that the future of software development should not be limited to programmers, Wilkinson Sam actively promotes AI Vibe Coding — empowering business owners, accountants, professionals and everyday users to turn their ideas into working applications using AI, even without traditional programming experiences.
Through his AI Vibe Coding Bootcamps, Wilkinson Sam shares practical, hands-on approaches to using AI to build real business applications, automate workflows and connect AI with business system.
His mission is simple: to make AI and software creation accessible to everyone, and empower SMEs to transform their ideas into solutions faster than ever before.
Head of Malaysia Market Strategy & Compliance, QNE Software Malaysia
Shirley Choong is Head of Malaysia Market Strategy & Compliance at QNE Software Malaysia and a Certified AI Strategist.
Shirley Choong is a Certified AI Strategist and seasoned trainer specialising in AI-powered business solutions and digital compliance. As Head of Malaysia Market Strategy & Compliance at QNE Software Malaysia, she leads the company's AI transformation league, helping organisations adopt N3 AI Accounting and navigate LHDN MyInvois e-Invoice compliance with clarity and confidence.
She spearheaded the direction of Vibe Coding using N3 AI and designed the N3 AI Bootcamp, helping hundreds of SMEs move from AI awareness to real, hands-on adoption.
A dynamic speaker and facilitator, Shirley has been a featured speaker at the MIA AFT for two consecutive years (2025 and 2026), and has delivered AI and digital transformation programmes through webinars, seminars, and industry engagements across Malaysia — translating complex AI and compliance topics into insights business leaders can act on immediately.


Market Education and Growth Lead, QNE Software Malaysia Sdn. Bhd.
Av’ryod Singh Randhawa is a Learning & Development practitioner, corporate trainer and workforce transformation professional specialising in AI adoption, digital transformation, workforce development and organisational capability development.
His multidisciplinary experience spans technology, fintech, financial services, FMCG, commercial strategy and executive education, giving him a unique perspective at the intersection of people, business, and technology. He has designed and delivered programmes for organisations including Maybank, CIMB, Affin Bank, Heineken and Carlsberg, while leading technology adoption and capability initiatives across diverse business environments.
His expertise includes Generative AI, AI productivity, Vibe Coding, digital adoption, e-Invoice, fintech and emerging technologies, sales enablement, leadership, communication and professional skills.
Av’ryod takes a practical, hands-on and business-focused approach to learning. His methodology draws inspiration from Leavitt’s Diamond, with a practical extension connecting four interdependent dimensions: People, Process, Technology and Data. This enables him to address not only the technology itself, but also the capabilities, workflows, organisational structures and data required to drive sustainable adoption and measurable business outcomes.
Absolutely not! This bootcamp is specifically designed for business professionals with zero coding experience. If you can describe a business process, you can learn to build a solution for it using AI tools.
That's our goal. We target 90% of participants leaving with a dashboard, workflow, or business application they can bring back to their organization immediately. The small group format limited participants ensures personalized guidance.
Quality over quantity. With small group learning, you receive personalized attention, hands-on support, and the ability to work on your specific business challenge with direct guidance from the instructor.
You can build business dashboards, approval workflows, expense tracking systems, inventory monitors, collection dashboards, and virtually any business application that solves a real operational challenge.
Just bring your laptop and a business challenge you'd like to solve! Come prepared with a specific workflow, process, or reporting need from your organization that you'd like to automate or digitize.
Questions? WhatsApp us!
+60 12-668 2498
In just one day, with no coding experience required, build an app connected to your company’s real accounting data.
Small-group class (8–12 participants) with 1-to-1 guidance.
12 seats. One cohort. One focused day to go from idea to working app. If you're on N3 and you've been waiting for the right moment — this is it.
No coding experience required. Just bring your laptop and a business challenge.
Only 7 seats remaining for the N3 AI Vibe Coding Bootcamp. Build your first AI-powered business app in just one day.
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