Industries

Where we have an opinion worth paying for.

The temptation in consulting is to claim coverage everywhere. We have chosen the opposite: four industries where we have done the work, hold a clear position, and can still be useful when the conversation gets specific.

01 · Industry

Banking & Financial Services

AI work in Malaysian BFSI lives or dies by Bank Negara guidance and the realities of legacy core systems. Strategy without that grounding is theatre.

Where we focus

  • Credit decisioning augmentation under MyDigital ID and PADU constraints
  • AML and fraud workflows with audit-grade traceability
  • Branch operations automation and customer-channel agent design

02 · Industry

Manufacturing & Industrial

Predictive maintenance and quality inspection projects are well-trodden territory. The real value sits in production planning and the interface between OT data and ERP.

Where we focus

  • Predictive maintenance for high-uptime production lines
  • Vision-based quality inspection in food, electronics, and palm-oil processing
  • Demand forecasting and dynamic scheduling

03 · Industry

Healthcare & Pharma

Healthcare AI in Malaysia is constrained less by model capability than by data fragmentation across providers and the careful evolution of regulatory guidance from the MoH.

Where we focus

  • Clinical documentation and coding support
  • Operational workflow automation in hospital networks
  • Patient-facing triage agents under MoH oversight

04 · Industry

Government & Public Sector

Public-sector AI in Malaysia is rightly conservative — and rightly ambitious. The win is in citizen-service efficiency and frontline staff augmentation, not flashy moonshots.

Where we focus

  • Citizen-service agents in Bahasa Malaysia and English
  • Document understanding and process automation across ministries
  • AI policy advisory for state-level innovation offices

Not on the list?

We may still be the right people, or we may not.

If your industry is outside the four above, write to us anyway. If we are not the right help, we will say so plainly and, where we can, point you to people who are.