Enterprise AI Strategist

AI adoption that is measurable, governable, and built to last.

I help organisations move AI from pilot to production, from national infrastructure operators to growing mid-market enterprises, and welcome a conversation wherever you're starting from.

25Years Enterprise AI
6,000+Engineers on KELIX Platform
Asia + Middle EastRegions of Deployment
20%+Documented Efficiency Gain

Engagements & Recognition  ·  Press page →

MeinhardtNEOMAI for Developing Countries ForumIMDASingaporeGoogleCDO VISIONSingaporeINTERACTECHAsiaST LogisticsFortinetERIA (Economic Research Institute for ASEAN and East Asia)
IMDA GenAI Sandbox Evaluation PanelNUS National GRIP Commercial Consultant MentorUN ESCAP Forum Moderator
The Methodology

A diagnostic-first approach to AI deployment.

Before you purchase any tool, I run a half-day diagnostic across five operational dimensions to find where AI will return value, where it creates risk, and what order to tackle it in.

Take the free self-assessment →

AI Readiness Diagnostic: Five Core Dimensions

1. Data ReadinessDimension 1

Do you have clean, accessible data about your operational processes and decisions?

2. Process DefinitionDimension 2

Are your target tasks documented, consistent, and well-bounded?

3. Governance StructureDimension 3

Who approves AI decisions? Who checks the outputs? What happens when it is wrong?

4. Team CapabilityDimension 4

Can your team operate, review, and correct AI outputs without specialist support?

5. Measurement FrameworkDimension 5

Do you know what business change you will measure, and how?

What I Offer

Six ways to work together.

AI Readiness Self-Assessment

The same five-dimension framework used in every programme below, as a free diagnostic you run yourself. Takes under an hour and gives you a partial scorecard before you talk to me.

FreeFor anyone assessing AI readiness

AI Governance & ROI Executive Programme

A half-day diagnostic I adapted from national infrastructure capability-assessment methodology, combined with agentic AI governance and Return on Employee measurement. You leave with a scored readiness baseline, a governance checklist, and a twelve-week roadmap.

On enquiryFor executives & management leadership teams

AI Masterclass for Entrepreneurs & Mid-Market Leaders

The deeper two-day programme for business owners ready to rebuild for AI. Reconstruct your Business Model Canvas with AI embedded at every layer, governance included, and leave with a 90-day execution roadmap.

On enquiryFor entrepreneurs & mid-market leaders

Strategic AI Advisory

Private advisory for teams making their first AI deployment: governance frameworks, vendor evaluation criteria, and measurement design, scoped to your context and timeline. I work directly with you, not through a bench of consultants.

On enquiryFor organisations planning first AI deployments

Ongoing AI Advisory

A recurring monthly arrangement for leaders whose AI programme keeps generating new decisions: new vendors, new use cases, board questions. Continuity across sessions instead of a fresh briefing every time.

On enquiryFor programmes past the first decision

Keynotes & Thought Leadership

Keynotes on AI governance, agentic systems, and measurable ROI, written for non-technical business leaders. I've delivered these at CDO Vision Singapore, InteracTech Asia 2026, and the AI for Developing Countries Forum.

By engagementFor conferences & corporate events
Perspectives

Recent thinking.

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Mentors & Collaborators

Khoo Kheng-Hor
Khoo Kheng-Hor Author & Strategic Consultant, Sun Tzu’s Art of War

Mentored me in strategic thinking — his Sun Tzu approach to strategy still shapes how I structure AI transformations today.

Website
Iram Tanvir
Iram Tanvir AI Strategy for Governments, Professor · HBR Advisory Council

Co-authoring AI at Scale: Strategy, Production, and the Human-AI Workforce together.

LinkedIn
Ian Loe
Ian Loe Technology Governance & Cybersecurity Leader

A peer I trade AI governance thinking with — and a mentor whose perspective has shaped how I approach technology governance.

Website
Dr. Kevin Shepherdson
Dr. Kevin Shepherdson Founder & Group CEO, Straits Interactive

A friend and mentor in AI and data governance, whose thinking has sharpened how I approach compliance-first AI deployment.

LinkedIn
Bhavya Kukrety
Bhavya Kukrety Managing Director APAC, WATG

Gave me the opportunity to serve and excel in the modern built environment.

LinkedIn
LTC Michael Ong
In MemoriamThe Late LTC Michael Ong Lieutenant Colonel, Singapore Armed Forces

Taught me to put people first in everything we do.

Free self-assessment, a private advisory session, or the executive programme — pick whichever fits where you are.

Let's Talk