An advisory practice built for the realities of Malaysian logistics
We believe AI in operations should answer to the people who run those operations — not the other way around.
Back to HomeHow Tegas came to be
Tegas started from a straightforward observation: most logistics operations in Malaysia were being sold AI as though the hardest part was the technology. It rarely was. The harder part was understanding what dispatchers actually do under pressure, where their attention goes, and what kind of support would help rather than distract.
We spent time inside dispatch rooms in the Klang Valley and around Selangor, watching how route changes were communicated, how proof-of-delivery disputes were handled, and how address ambiguity accumulated into wasted hours each week. The patterns we saw were consistent enough that we felt we could offer something specific: a careful, staged approach to introducing AI assistance — one that starts with listening, not selling.
Our practice is small by design. We work with a limited number of clients at any one time, because the work we do requires genuine attention to each operation. We are not a software vendor; we do not receive referral fees from tooling providers. Our advice is ours to give.
The name Tegas is a Malay word that carries a sense of firmness and clarity. We chose it because that is what we try to offer: a clear-eyed view of where AI can help, and an equally clear view of where it cannot — or should not.
Our Mission
To help logistics operations in Malaysia introduce AI at the dispatch desk in a way that strengthens human judgement, reduces friction, and does not create new dependencies or risks.
Our Values
- Directness: We say what we see, even when that means advising against a tool or a pilot.
- Restraint: We do not recommend more AI than a team is ready for.
- Continuity: We protect daily operations from disruption throughout any engagement.
The people behind Tegas
Zulkifli Hamdan
Principal Adviser
Fifteen years in logistics operations across Peninsular Malaysia. Zulkifli leads all client engagements and writes the advisory briefs delivered at the close of each visit.
Nurul Rashidah
Systems Integration Lead
Nurul handles TMS integration and data scoping for the Co-Pilot Pilot engagements. She holds a background in supply chain systems and has worked with several mid-size fleet operators in the Klang Valley.
Faridah Ismail
Client Relations & Training
Faridah coordinates bilingual dispatcher training during pilots and manages the weekly clinic schedule. She ensures the experience on the ground matches the expectations set at the start.
How we work and what we hold to
Data handling under PDPA
All engagements begin with a written data handling agreement. Access to operational data is read-only and scoped narrowly. We do not retain client data after an engagement closes.
JPJ and KKR alignment
Our advisory work and all reporting are framed within current JPJ and KKR guidelines for fleet operations in Malaysia. Retainer clients receive memo updates when relevant notices are issued.
Conflict-of-interest disclosure
We do not accept referral fees or commercial arrangements from AI tooling vendors. If we recommend a tool, it is because we believe it suits the client's situation — not ours.
Bilingual engagement practice
We conduct training and clinics in both Bahasa Malaysia and English. Written briefs and memos are in English, with summaries available in Bahasa Malaysia on request.
Observational rigour
Before any recommendation is made, we spend time watching actual dispatch workflows. We do not rely on software logs or self-reported processes — we observe the work directly.
Post-engagement review
Each engagement closes with a written output — a brief, a pilot summary, or a retainer memo. We do not close engagements with verbal conversations only; you receive something you can refer back to.
AI advisory for Malaysian logistics dispatch
The logistics sector in Malaysia faces a specific set of pressures at the dispatch desk. Urban congestion across Greater Kuala Lumpur, address ambiguity in newer housing developments, and the volume of same-day deliveries driven by e-commerce have all added complexity to what dispatchers manage each shift. At the same time, AI tooling designed for logistics has advanced to a point where it can genuinely help with narrow, well-scoped tasks — without requiring an operation to restructure how it works.
Tegas exists to help operations leaders navigate that gap. We have no stake in any particular AI product. We are not funded by a software company. Our income comes from advisory fees paid by the operations we work with, which keeps our view of each situation independent and direct.
The work we do is practical and staged. A Listening Visit is designed to be useful on its own, even if you never commission a pilot. A Co-Pilot Pilot is designed to be legible and measurable, not to accumulate into a permanent dependency. A Stewardship Retainer is designed to give an operations head a neutral perspective on AI tooling that is already in use — not to add to it.
We are based in Kuala Lumpur and work with clients across Peninsular Malaysia. Depot visits for the Stewardship Retainer are included within Selangor and the Federal Territory; travel costs for depots elsewhere are discussed and agreed in advance.
Ready to have a straightforward conversation?
Tell us a little about your operation. We will respond within one business day with a brief note on whether and how we might be able to help.
Contact Tegas