This is not a single engagement. It is a 14-year programme of corporate training that has run alongside our agency work since 2012, when Media Funnel first became HRD Corp accredited.
Over those 14 years, we have delivered AI and digital marketing training to 113+ companies across banking, insurance, healthcare, energy, real estate, retail, government-linked corporations, and education. 1,325+ participants have walked through our workshops, advisory engagements, or online programme.
This case study covers the patterns we see across that body of work, what enterprises consistently struggle with, what produces real change, and what we have built to address it.
The brief, repeated
Enterprises rarely come to us with a unique training need. They come with one of three:
- “Our marketing team is using ChatGPT but we don’t know if it is being used well.”
- “We need to claim under HRD Corp before the levy expires, and AI marketing is a 2026 priority skill.”
- “Leadership wants an AI marketing strategy. We need the team to understand what is realistic.”
The format that works is different for each. Group workshops solve the first. Structured programmes solve the second. Strategic advisory solves the third.
The challenge, what we keep seeing
After running training in dozens of enterprises, we see the same blockers repeat.
The prompts are bad. Marketing teams use AI tools but their prompts are vague, generic, and fail to specify the audience, brand voice, or output format. The result is generic content the team has to rewrite by hand anyway.
There is no team playbook. Three people on the team use ChatGPT differently. There is no shared standard. So output quality is inconsistent and onboarding new hires is slow.
Training is treated as one-off. A workshop happens. Slides are sent. Three months later, nothing has changed in the actual workflow. Without a structured follow-through, training is theatre.
HRD Corp paperwork is left to the last minute. Many enterprises know they have a levy to claim. They wait until Q4. They then rush. Quality of the training they pick suffers as a result.
What we did across these engagements
1. Three formats matched to three needs
- Group workshops (1-2 days), interactive, hands-on, built around the team’s actual marketing artefacts. We do not present slides about AI. We work on the team’s real campaigns with AI in the room.
- 1-on-1 advisory (recurring), for marketing leaders who need a senior sparring partner. We meet weekly or fortnightly and help them sequence their AI rollout.
- AI Method online (RM 1,997), a structured self-paced programme for individuals and small teams. Used widely by participants who attended an enterprise workshop and wanted to deepen.
2. Content built on real client work
Every example in our training material is a real campaign, real prompt, real audit, real result. Either from our agency clients (anonymised) or from public case data. We refuse to teach AI marketing using generic US examples that do not translate to Malaysian audiences and budgets.
3. Team playbooks as a deliverable
For most enterprise engagements, the deliverable is not “training was done”. It is a written team playbook: what AI tools the team uses, how they prompt, what the brand voice is, what review process applies before publishing. The playbook lives after the trainer has left.
4. HRD Corp paperwork on our side
We prepare the documentation in HRD Corp-ready format and walk the client’s HR or finance team through the e-TRiS submission. The client should not be doing administrative work on top of paying for the training.
5. Post-training Q&A windows
Every enterprise programme includes a 30-60 day follow-up window where the team can ask us questions as they apply the training to live work. This is where most of the actual learning happens. Workshops introduce concepts. Live application reveals what was unclear.
Results
- 113+ companies have completed an AI or digital marketing programme with us since 2012.
- 1,325+ participants trained, across in-house teams of 6 to 60.
- 100% HRD Corp claimable for participating employers, with paperwork prepared on our side.
- Industries covered: banking, insurance, healthcare, energy, real estate, retail, education, government-linked, FMCG, automotive.
- Markies Awards 2023 winner. Best Strategist and Best Account Manager, with our training methodology cited in the submission.
What we learned
Enterprise AI training works when it is treated as a system, not an event. A two-day workshop in isolation does little. The same workshop, plus a written playbook, plus a follow-up window, plus the HRD Corp paperwork being handled, that produces measurable change in how the team works for the next 12-24 months.
For Malaysian enterprises in 2026: the levy is sitting there, the priority skill is clear, and the providers who can deliver real (not slide-deck) AI training are still few. The path of least regret is to claim now and structure the programme around real team work.