Damai · George Town, Penang
Helping energy teams work with AI at the right distance from their operations
We were founded on one practical observation: there is useful work AI can do in the administrative and reporting layers of utilities operations — and there is a boundary it should never cross. We help teams find and hold that boundary.
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How Damai came to focus on energy and utilities
Damai grew out of work done with a small group of Malaysian utilities professionals who were spending a disproportionate amount of their working day reading. Incident reports, customer correspondence, regulatory submissions, asset management logs — the volume was manageable but the reading time was not. Two of those professionals had already tried general-purpose AI tools and found that the outputs needed constant correction, and that no one had thought carefully about where those tools sat relative to operational systems.
We were asked to help think through a safer way. The result was a structured reading review — one that mapped where AI summarisation and drafting could reduce reading load without touching anything connected to dispatch, control, or SCADA-adjacent reporting. That first engagement, with an independent power producer in northern Peninsular Malaysia, shaped every service we have offered since.
Damai is based at Level 17, Menara KOMTAR in George Town, Penang. We work with energy generators, distribution licensees, and renewable energy operators who are subject to the Suruhanjaya Tenaga licensing framework and the Sustainable Energy Development Authority's reporting requirements. We understand that these operators carry regulatory obligations that make careless AI deployment genuinely costly — and we design every engagement around that reality.
Our name — Damai — means peace or calm in Malay. That is the register we aim for. Not disruption, not speed-at-any-cost. A steady, careful read of your administrative situation, followed by a bounded recommendation.
Mission
What we are here to do
We are here to help energy and utilities operators in Malaysia use AI assists in the administrative and reporting parts of their work — carefully, within bounds, and in a way that holds up to regulatory scrutiny. We are not here to automate decisions. Operational judgement stays with your engineers.
Values
How we work
- Plain language — no jargon in our deliverables
- Boundary-first — we design the limits before the capability
- Human confirmation at every output stage
- Regulatory alignment as a starting condition, not an afterthought
- Scoped engagements — we do not propose more than your team can absorb
The Team
People behind the advisory
Ahmad Hafiz Rashid
Principal Advisor
Former regulatory officer with fifteen years across ST-licensed generation and distribution. Ahmad Hafiz leads all engagement scoping and regulatory alignment reviews.
Siew Li Tan
AI Integration Lead
Siew Li designs the bounded AI workflows for reporting and correspondence pilots. Her background spans data systems in the utilities sector and PDPA compliance advisory.
Rajan Pillai
Stewardship & Audit
Rajan manages the quarterly stewardship engagements and output audits. He previously worked in asset management compliance for a peninsular distribution licensee.
Standards & Protocols
How we keep engagements sound
ST Licensing Compliance
All engagement designs reference Suruhanjaya Tenaga licensing conditions. We do not propose AI integration in contexts that would alter, intercept, or automate licensed operational functions.
PDPA 2010 Data Handling
Every engagement includes a documented data handling protocol aligned with the Personal Data Protection Act 2010. Customer data processed through any AI assist is handled under explicit retention and access controls.
SEDA Reporting Awareness
For renewable energy operators, we align drafting and summarisation tools with SEDA reporting templates and submission conventions — so AI-assisted drafts fit the format your regulatory team expects.
No OT Network Access
This is a fixed boundary in all our work. We confirm in writing at engagement start that no AI tooling is connected to or reading from any operational technology network, SCADA system, or control loop.
Written Deliverables Standard
Every engagement concludes with a written brief or summary. We do not deliver verbal findings only. Our written outputs are plain-language, suitable for operations officers and board files, and archived at your end.
Confidentiality Agreements
All working documents, sample reports, and correspondence reviewed during an engagement are covered by a confidentiality agreement executed before work begins. Materials are returned or destroyed at engagement close.
Our Expertise
AI advisory for Malaysian energy and utilities operators
The energy and utilities sector in Malaysia operates within a structured regulatory environment shaped by Suruhanjaya Tenaga licensing, SEDA programme requirements, and the Personal Data Protection Act. For operators in this environment, AI adoption in administrative work carries specific risks that general-purpose AI consultants are not positioned to assess. Damai exists to address that gap.
Our advisory draws on operational familiarity with the correspondence and reporting workload that utilities teams carry — from customer complaint handling and statutory incident reporting to asset lifecycle documentation and internal operational memos. We understand how these documents are used, who reads them, and what a poorly drafted or incorrectly summarised version could cost.
AI summarisation and drafting tools, when scoped correctly, can shorten the time a regulatory affairs officer or customer service lead spends reading and preparing correspondence. The keyword is correctly. Damai's engagements begin by reading what your team actually reads — and writing a careful account of where AI assistance would reduce load without introducing risk. That brief is the foundation for any further work.
We serve independent power producers, licensed distribution companies, embedded generation operators, and renewable energy developers operating under the Malaysian Feed-in Tariff or Net Energy Metering programmes. Our work is advisory in nature and does not involve software sales, platform licensing, or infrastructure deployment.
Would an Operations Reading Review suit your team?
A one-hour conversation is usually enough to understand your team's reading workload and whether there is a sensible next step.
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