endrylim.
Endry Lim, Ph.D. / Kuala Lumpur

Curious mind.
Shaping
what’s next.

Real world impact.
Get to know me
Endry speaking into a microphone in a batik shirt, with a monochrome and lime colour treatment.

One person.
A few different
ways to see.

Strategist. Economist.
Digital & AI governance advisor.

Curious about how things work, and how they could work better.

Choose a perspective. Follow your curiosity.
A / Three lenses

Same world.
Different questions.

Pick a lens to begin.

Most strategy work starts with the wrong question.

"What's our strategy?" sends everyone straight to the slides. Frameworks, pillars, a vision statement that reads well and changes nothing.

I start somewhere else. What are we actually trying to solve?

That question forces the real conversation. What matters most? What should we stop doing? Who needs to make the call, and by when?

I've asked it in government policy, in business transformation, and in national payments infrastructure. The settings change. The question holds.

I help turn big ambitions into choices people can act on.

Explore how I think

We can build it. Should we?

I enjoy trying new technology. I'm even more curious about what happens after the demo. Does it solve a problem people care about? What happens when it gets something wrong? Who stays in control?

That last question gets skipped too often. It's tempting to treat AI as something you buy. Pick a tool, plug it in, wait for the productivity gains. But every AI system you consume carries someone else's choices about your data, your rules, and your risks. Consume AI and you rent those choices. Build it and you make your own.

That's what sovereignty means to me. Not building everything yourself, but knowing which capabilities you must own, and governing the rest with your eyes open.

The bigger shift is in how work gets done. Adding AI to old processes gives you a faster version of yesterday. AI native organisations start somewhere else. They redesign the work itself, who decides, who checks, and where people add the most value.

That change starts with mindset, long before it reaches technology.

Explore the possibilities

Better for whom?

Growth can look good on paper while people experience something very different. Economics makes me look beneath the averages. Who benefits? Who pays? What behaviour are we encouraging?

It shapes how I approach policy, business and technology. An idea gets more interesting when we understand its consequences.

Look beneath the numbers
B / A career in motion

From national policy
to the next frontier.

2014–17
Policy into practice

Policy that changes how a nation works.

At PEMANDU in the Prime Minister’s Department, I worked on national gas and retail fuel pricing reform, energy policy and financial services reform. International assignments extended into Oman, India and Tanzania.

Senior ManagerPEMANDU · Prime Minister’s Department
Policy into practicePolicyIncentivesPublic outcomes
2017–20
Different markets. Shared discipline.

Different markets. A shared discipline of delivery.

At PEMANDU Associates, I led strategy and transformation work spanning a port and free zone development in Oman, an engineering business turnaround in New Zealand, and corporate and education transformation in Malaysia.

Associate Vice PresidentPEMANDU Associates
Different markets. Shared discipline.StrategyOmanNew ZealandMalaysia
2020–22
Direction becomes delivery

Turning strategic ambition into enterprise change.

I established the programme management office at PLUS Malaysia, then led strategy and transformation at Green Packet. The work ranged from a technology pivot and business turnaround to digital bank strategy and new venture design.

Head of PMO · PLUS MalaysiaDirector, Strategy & Transformation · Green Packet
Direction becomes deliveryDirectionOrganisationProducts
2022 - Present
Connections people depend on

Helping shape the infrastructure behind everyday payments.

At PayNet, I lead enterprise strategy and planning in the Group CEO’s Office, alongside performance management and delivery. My work connects long-term direction, organisational priorities and execution across Malaysia’s national payments infrastructure.

Head of Enterprise Strategy and PlanningPayNet · Group CEO Office
Connections people depend onPaymentsBanksBusinessesPeople
2025 - Present
Capability, with accountability

Connecting AI capability with public trust.

I contributed to Malaysia’s National Data Governance Framework and Playbook as a Ministry of Digital advisory member during the 2025 formal term. Alongside continued informal engagement, I serve as an Adjunct Professor of Practice in AI and Digital at UNIMY.

Ministry of Digital · Formal advisory term: Jan–Sep 2025UNIMY · Adjunct Professor of Practice: 2025–27
Capability, with accountabilityDataAI decisionsHuman oversight
C / Research & ideas

What if?

Questions worth staying with.
Research into control, consent and who benefits.

01 / AI CONTROLSSRN preprint

Bounded Sovereignty and the Control Tax

Who retains control when AI becomes infrastructure?

You can be responsible for an AI system without having the access needed to control it. This paper examines the cost of that gap: what organisations must spend, restrict or accept when the model belongs to someone else.

Questions explored +
  • What can you prevent if you cannot inspect or intervene?
  • Which controls depend on access to logs, gateways and model versions?
  • What does missing access cost in oversight, usefulness and residual risk?

Uses synthetic simulations and an anonymised scenario. It does not report results from a deployed payments system.

Read the paper ↗ 10.2139/ssrn.7057218
03 / INCLUSIVE GROWTHIn review for publication

Designing Inclusive Digital Transformation

How does digital growth reach different households?

A growing digital economy does not tell us whose life gets better. This distributional input–output assessment of Malaysia Digital 2030 examines how benefits travel through industries and households, and which policy choices could make growth more inclusive.

Questions explored +
  • How do different household income groups benefit?
  • Through which industries and income channels do the gains travel?
  • Which interventions could spread the benefits more widely?
Manuscript under review
04 / ENERGY ECONOMICSPublished · Energy Policy · 2019

Natural Gas Industry Transformation in Peninsular Malaysia

What does it take to turn a national ambition into a working market?

Changing a price is one decision. Changing a market takes strategy, policy and sustained execution. This research examines Malaysia’s journey towards a liberalised gas market, balancing affordability, industry competitiveness, government revenue and dependable supply.

Questions explored +
  • How can market reform balance competing interests?
  • What political, social and economic conditions make implementation possible?
  • Where does energy justice enter the decision?

Coauthored with Kim Leng Goh. Full title: Natural gas industry transformation in Peninsular Malaysia: The journey towards a liberalised market.

Read the research ↗ 10.1016/j.enpol.2018.12.049
05 / NATIONAL AI POLICYCollaborative white paper

Considerations Regarding Sovereign AI and National AI Policy

What should a nation own, share or depend on?

Building a national AI capability is a choice about resources, control and the kind of future a country wants. This paper examines domestic capability, regional collaboration and open source approaches alongside the demands on talent, infrastructure and public investment.

Questions explored +
  • Which capabilities justify national investment?
  • Where can regional cooperation deliver more than going alone?
  • How will AI change relationships between citizens, businesses and governments?

The March 2025 paper acknowledges my assistance in crafting and revising the document through its collaboration with PayNet.

Read the white paper ↗
D / Inside the thinking

Take a seat.
Let’s think.

Three situations. Your first move.
Then compare notes with me.

E / Off the expected path

A little less
predictable.

Turn a card.
Meet another side.

Command the Room by Endry Lim, official book cover
F / On the bookshelf

Command
the room.

Think clearly. Answer better. Lead the room.

How to prepare with AI for high stakes conversations, from viva to boardroom.

Explore the book on Amazon ↗
G / Keep the conversation going

What are you
curious about?

A difficult problem. A different perspective. An idea worth exploring.

Let’s connect on LinkedIn ↗