Training · Produlogi
AI training for the people who shape AI products
Produlogi's AI Product Management cohort and in-house team workshops, led by Marcus Chia. Plus links to the AiTraining2U programmes he teaches.
- Provider
- Produlogi
- Marcus's role
- Lead trainer
- Duration
- 4-week cohort, or a 2-day workshop for teams
- Format
- Live online in GMT+8 hours, or in-house for your team
- Who it's for
- PMs, designers, founders and product leaders working on AI features
- HRDC
- Not HRDC claimable. The AiTraining2U programmes below are claimable through AiTraining2U

AI Product Management
AI Product Management is a 4-week live online cohort run by Produlogi and led by Marcus. It is for PMs, designers and founders who own an AI feature, and for product leaders setting up an AI team. You bring one real feature and leave with an AI PRD, an eval plan and a prototype for it. Sessions run in GMT+8 hours and are open worldwide. TBC: first cohort dates.
Team workshops
Product teams can book the same material as a 2-day in-house workshop. We use one of your features as the shared case, so the team leaves with an agreed PRD and eval plan. Online or on-site: TBC. Tell us about your team and we'll suggest a shape for the two days.
Tool courses Marcus teaches with AiTraining2U
Marcus Chia teaches as faculty at AiTraining2U, an HRD Corp registered training provider in Malaysia. AiTraining2U runs these programmes in person in Malaysia, and they are claimable through AiTraining2U under SBL-KHAS. Dates, venues and booking live on its pages.
- AI Vibe Coding and Rapid Prototyping: run by AiTraining2U ↗. Two days from a written PRD to a deployed app. Marcus is the named instructor.
- Mastering Claude and Multi-Agent Orchestration: run by AiTraining2U ↗. Two days on Claude agents, from one agent with guardrails to a team of agents. Marcus co-trains Day 2.
- AI Agentic Automation with n8n: run by AiTraining2U ↗. Two days building agents and workflows in n8n, with an optional third day on rollout. Marcus is a co-trainer.
For an HRDC claim, your HR team submits the SBL-KHAS application on e-TRiS before the class date. AiTraining2U explains the steps in its HRDC claim guide.
Delivery record
TBC: verified delivery record for Marcus across the AiTraining2U programmes (cohort count and dates), pending Marcus's confirmation (Q5). Participant numbers and client names stay off this page unless Marcus and AiTraining2U approve them.
The UX × AI angle
Marcus carries two habits into every class and every Produlogi engagement:
- The spec comes before the tool. A short PRD decides what the feature is for before anyone opens Claude Code.
- The unhappy path gets designed. Loading, uncertain, wrong and corrected states count as part of the build.
The same habits run through our Lab Notes and the free AI Slop Test checklist.
After the training
If your questions are about your own product, consulting covers team projects and coaching covers individual growth.
Produlogi programmes
Questions people ask
Who runs these courses?
Produlogi runs AI Product Management and its team workshops, and Marcus Chia leads them. AiTraining2U runs the three tool programmes listed on this page, where Marcus teaches as faculty. AiTraining2U handles their dates, registration and HRDC paperwork.
Are the courses HRDC claimable?
Produlogi's programmes are not, because Produlogi is not an HRD Corp registered provider. The AiTraining2U programmes are claimable through AiTraining2U. Employers apply under the SBL-KHAS scheme on e-TRiS, and the grant has to be approved before the class starts.
Can you run a workshop for my team?
Yes. The AI Product Management content runs as a 2-day in-house workshop built around one of your features. Use the form on this page to tell us about your team. For an in-house run of an AiTraining2U programme with an HRDC claim, enquire through AiTraining2U.
How much does it cost?
Pricing depends on scope. Tell us what you need and we'll send a proposal.
I want to learn this for my own career. Which option fits?
The AI Product Management cohort works if you want structure and a group. If you want a coach who works on your own artefact one-on-one over several weeks, look at 1-on-1 coaching.
Do you run training outside Malaysia?
TBC: remote or on-site workshops outside Malaysia are pending a decision (Q15). Ask on the contact page for now.
Ask about a team workshop
We're based in Kuala Lumpur (MYT, UTC+8) and work with teams worldwide, async first.