A firm shaped by the practice of careful thought.
Khanthal was formed to offer organisations an outside reader — someone present in the work, without a stake in the direction it takes.
Back to HomeHow Khanthal came to be
Khanthal began as a response to something we noticed in a number of organisations we had worked with separately. Teams would engage a vendor, adopt a system, and then find themselves holding questions they had not been able to ask during the procurement process — questions about what the model was actually doing, whether it was the right fit, and what to do when it produced results that were difficult to interpret.
The firm was established in Kuala Lumpur to occupy a different position: not the vendor, not the in-house team, but an outside reader who could sit with those questions patiently. The name Khanthal refers to a spiral form — a shape that returns to the same point but at a different level, which is how we think about careful learning over time.
Our engagements are designed for organisations that want to understand what they are taking on before they take it on. We work across sectors, but our clients tend to share a common quality: they are thoughtful about the decisions they make, and they want a conversation partner who will be honest about the limits of what AI can reasonably be expected to do.
Our Mission
Khanthal's purpose is to help organisations in Malaysia think more clearly about applied AI — not to tell them what to do, but to offer the kind of structured, honest company that makes thinking clearer.
Clarity over speed
We do not rush engagements. The pace of each engagement is set by your team's capacity to absorb and deliberate, not by a delivery schedule.
Independence above interest
Khanthal holds no equity stake in any AI vendor and takes no referral fees. Our counsel is structured to be independent of the outcome it advises on.
Written over spoken
We produce written deliverables that your team can return to. A careful document outlasts a presentation, and it can be read by colleagues who were not in the room.
The People in the Room
Khanthal operates as a small, stable team. Each engagement is led by one of the principals below, with the other available for review and reflection.
Nadia Azhari
Principal, Applied Research
Nadia leads the research side of our engagements, with a background in computational linguistics and policy analysis. She drafts the written frames and reflections that form the core of each deliverable.
Rajesh Krishnan
Principal, Technology & Governance
Rajesh brings experience from machine learning engineering and corporate governance roles. He leads the technical strand of the Loom Pilot engagements and contributes the governance perspective in all Continuous Counsel arrangements.
Siti Liyana
Client Relations & Operations
Siti manages the operational side of each engagement — scheduling, document handling, and the coordination that keeps the working sessions running smoothly. She is usually the first point of contact for new enquiries.
Standards We Hold
These are the operating standards we maintain across every engagement, regardless of scope or duration.
Data Handling
Client materials are handled under a written confidentiality arrangement. We do not retain documents beyond the engagement period, and we do not use client data for any secondary purpose.
Written Agreements
Every engagement begins with a written scope agreement. This sets out what will be delivered, how it will be delivered, and what falls outside the scope of the engagement. We do not begin work without a signed agreement.
No Operational Access
Khanthal does not request or hold access to client systems, data infrastructure, or production environments. Our role is advisory, and we keep it that way.
Conflict of Interest Policy
We disclose any prior or existing relationships with technology vendors at the start of each engagement. We do not accept referral arrangements or equity from the vendors we may reference in our work.
Continuing Reading Practice
Our principals maintain a continuous reading practice across AI research, governance literature, and industry developments in Malaysia and the region. This is what keeps the counsel current.
Feedback at Close
Every engagement concludes with a short written reflection from the client team. We read it, we respond, and we use it to improve our practice. It is not a form — it is a conversation.
Applied AI counsel in Malaysia
Khanthal operates from Kuala Lumpur and works with organisations across Malaysia and the wider Southeast Asian region. The applied AI field is developing rapidly, and the gap between what AI systems are marketed as and what they actually do in specific organisational contexts remains wide. Khanthal's work sits in that gap.
Our engagements — the Working Frame, the Loom Pilot, and Continuous Counsel — are structured to help organisations at different stages of their thinking. An organisation that has not yet committed to any AI direction may benefit most from the Working Frame. One that has a candidate question and wants to test it carefully may find the Loom Pilot more suitable. And an organisation that has already begun working with AI systems and wants a steady external perspective across the year may consider the Continuous Counsel arrangement.
We are not a technology vendor, a systems integrator, or a training provider. We hold the advisory position: we read, we think, we write, and we talk with your team. The decisions remain yours.
Khanthal's registered office is at Block A, Level 6, Plaza Sentral, Jalan Stesen Sentral 5, 50470 Kuala Lumpur. We are reachable at [email protected] or by telephone at +60 3-2161 8472.
We are open to a first conversation.
There is no charge for an initial call. If you would like to explore whether one of our engagements is a reasonable fit, write to us and we will arrange a time.
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