Government & national programmes

Turn AI ambition into measurable SME adoption.

A proposed cohort pathway connects readiness, company blueprints, priority workflows, internal capability and impact measurement.

Proposed programme structure · Not a current government mandate

From industry cohort to reusable national learning

  1. 1

    AI readiness assessment

  2. 2

    Company blueprint

  3. 3

    Priority workflow deployment

  1. 4

    Internal AI team enablement

  2. 5

    Adoption and impact measurement

  3. 6

    Industry playbook

How it is delivered

From national AI priorities to results inside each company

In a proposed cohort, vimigo connects national AI priorities with company-level blueprints, workflow deployment, internal ownership and impact measurement.

1

One industry at a time

Each cohort brings together SMEs from one industry, so the blueprint, workflows and measures fit how that industry works.

2

Local capability matters

The model is designed to develop AI champions and process owners inside each company rather than create permanent outsourced dependence.

3

Measure sustained adoption

Programme reports separate assessment, prototype, production use, active adoption and outcomes sustained after an agreed review period.

Who it serves

Your industry is different. How you execute should be too.

The pain is specific to the industry, and so is where to start.

  • Retail

    Many outlets, one SOP, one rhythm — outlet goals, team performance, customer follow-up and an industry AI workflow.

  • Manufacturing

    Production, quality, delivery dates and cross-department work — KPI and ownership maps, reports, quality and supply-chain workflows.

  • Service Businesses

    Closing, booking, delivery and collection no longer slip between hands — service-to-delivery follow-up, performance and a CVO.

  • Wholesale & Distribution

    Sales, dispatch, stock and collection in step — a sales-and-operations data chain with finance and customer follow-up.

Accountability and outcomes

Suggested programme measures

  • SMEs assessed and deployed

  • AI workflows in production

  • Local implementation talent developed

  • Adoption sustained over time

  • Hours, cycle time or errors reduced

  • Reusable industry playbooks

National economic context · Official 2025 data

An AI Nation requires practical, measurable MSME adoption.

Malaysia's National AI Action Plan 2026–2030 calls for systematic, demand-led and impact-focused AI deployment across business, government and the rakyat.

Read the official national AI plan →
Cohort programmes

Government and associations

Tell us what you want to discuss

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Start with one industry, one cohort and one common measurement framework.

Programme scope, participation criteria, governance and outcomes would be jointly designed and formally confirmed.