Terence Kok
AI Governance & Assurance Practice. Enterprise AI Strategist and Keynote Speaker
Registered Management Consultant (RMC), Institute of Management Consultants Singapore · Certified AI Governance Professional (AIGP), Singapore Management University · ISO/IEC 42001 Lead Auditor, AI Management Systems, BSI · ISO 14064 Lead Auditor, Greenhouse Gas Verification, SGS Academy
Making AI real: measurable, governable, and built around the people who use it.
- Formats
- Keynotes, panels, corporate presentations, virtual and in-person
- Regions
- Singapore, Southeast Asia, Middle East, International
Terence Kok is an enterprise AI strategist and former Chief AI and Innovation Officer at Meinhardt Group, with twenty-five years leading AI and digital transformation programmes across Asia and the Middle East. He has designed and deployed AI systems for national smart city initiatives, critical infrastructure projects, and enterprise operations at scale, including a retrieval-augmented generation platform serving more than 6,000 engineers with zero security incidents. His practice spans the full deployment lifecycle: from readiness assessment and governance design through to production optimisation and ROI measurement.
His work centres on three disciplines most AI implementations neglect. Structured impact assessment before deployment begins, so ROI claims are defensible rather than aspirational. AI governance that maintains accountability as systems scale, covering oversight, escalation paths and audit trails. And an optimised deployment methodology that closes the gap between pilot success and production performance, drawn from the Eight-Dimension AI Readiness Assessment in AI at Scale: Strategy, Production, and the Human-AI Workforce, a book he is co-authoring with Iram Tanvir.
Terence introduced the Return on Employee (RoE) framework as a counterweight to narrow cost-reduction AI business cases, quantifying the productive capacity gained per person instead: hours reclaimed, decision quality, and cognitive bandwidth returned to higher-value work. He has applied RoE across mid-market transformation engagements, government capability-building programmes, and international development contexts, including the UN ESCAP AI for Developing Countries Forum.
He serves on IMDA's GenAI Sandbox evaluation panel and as a Commercial Consultant Mentor under NUS National GRIP, and is a member of the Smart Cities Council. Outside AI strategy work, he holds security and delivery credentials that inform his governance practice, including Certified Counter Terrorism Practitioner, Certified Physical Security Consultant, and Certified Scrum Master.
In action
Run at Praxora Lab
Workshops facilitated by Terence Kok
- AI Governance & Board Readiness
A four-hour course for executives who approve AI budgets, sign off on AI projects, and answer to boards and regulators.
- Governance Meets Delivery: AI for Business Owners
A one-day integrated programme, with Veronica Loh, that checks a governance checklist against a scoped delivery pilot for the same process.
- AI Governance & Compliance for Regulated Industries
A one-day integrated programme, with Jason Lee and Sameen Khan, for MAS-regulated banks, payment institutions, fintechs and insurers.
Speaking topics
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AI Readiness Diagnostics
The five-dimension framework for assessing whether an organisation is positioned to deploy AI productively.
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Governing Agentic AI Systems
How to design oversight structures that maintain accountability when AI acts without human approval for every step.
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Measuring AI ROI
Two measurement layers, model performance and business outcome, and what to measure in the first ninety days. Includes the Return on Employee (RoE) framework for workforce-aligned impact reporting.
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AI Governance for Non-Technical Leaders
The four governance questions every decision-maker must answer before deploying AI, translated from IMDA and NIST frameworks into plain language.
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Return on Employee: Rethinking AI Investment
Why AI business cases built on cost reduction fail to sustain leadership support, and how the RoE model measures AI performance through workforce capacity amplification, improved decision quality, and cognitive bandwidth returned to higher-value work.
Recent writing
Insights from Terence Kok
- Is your business ready for AI? Start with these five questions
A diagnostic framework for identifying whether a business is actually positioned to operationalise AI tools, not just experiment with them. The same framework the Executive Programme is built on.
- Why large enterprises are deploying AI at scale but measuring it incorrectly
Common measurement frameworks target the wrong layer of the technology stack, missing the business outcomes that actually matter.
- The productivity gap: why companies must fix their systems before scaling AI
Most organisations use AI frequently but few have scaled it company-wide, and the gap comes down to architectural debt, not appetite.
- An AI plan and staff training are not the same thing
Why leadership-level AI strategy and workforce-level AI training are two separate investments that have to run at the same time, not one after the other. The argument behind Praxora Lab's two approaches.
Notable projects
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Meinhardt AI Centre of Excellence
Established and led Meinhardt's global AI Centre of Excellence, a production-oriented capability spanning AI governance, MLOps/LLMOps pipelines and federated delivery across enterprise and OT systems, targeting a 20 to 30 percent reduction in rework and validated ROI on most AI use cases within three years.
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Global AI governance framework, Meinhardt Group
Designed the enterprise governance framework for autonomous agentic AI deployment across AEC operations, a lifecycle model covering discovery, operation and retirement, aligned with the IMDA Model AI Governance Framework and NIST AI RMF.
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KELIX private cloud RAG platform
Delivered through IMDA's Digital Leaders Programme (2024 to 2026), now serving more than 6,000 engineers with zero security incidents and a 20 percent-plus reduction in engineer time on routine tasks.
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AI-enabled enterprise operations platform
A unified enterprise resource planning platform bringing project management, finance, HR and real-time business intelligence into a single environment, replacing a patchwork of disconnected systems.
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Framework and toolkit development, Public Investment Fund (KSA)
Delivered a four-phase technical capability diagnostic across six infrastructure domains, producing benchmarking scorecards and a real-time executive dashboard that enabled data-driven prioritisation of more than US$60 billion in improvement investment.
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DIFC enterprise campus network design review
An independent peer review establishing the technical baseline for the Dubai International Financial Centre's DIFC 2.0 network infrastructure upgrade.
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Sultan Haitham City smart city technology strategy, Oman
Smart city technology strategy and infrastructure engineering across a 1,540-hectare greenfield development, the master strategy underpinning the city's Integrated Operations Control Centre.
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Sultan Haitham City Integrated Operations Control Centre, Oman
The first city-scale operations centre of its kind, since adopted as a national standard, within a 1,540-hectare greenfield smart city.
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SOHAR Smart City
A smart city framework spanning 6.24 million square metres for more than 70,000 residents across 15 integrated neighbourhoods.
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NEOM Bay Airport smart airport digitisation strategy
AI-first operational architecture and digitisation roadmap for the 6-million-passenger airport, aligned with IATA NEXTT and NEOM digital standards.
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NEOM Oxagon Innovation Hub
Smart technology strategy and integration architecture for Oxagon, positioned as the world's first fully automated industrial city, on NEOM's Red Sea coast.
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NEOM Magna
Infrastructure master plan for a 406 square kilometre coastal district along the Gulf of Aqaba, balancing NEOM's technological ambitions with ecological preservation.
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Rise Tower, North Pole Project
Smart city systems architecture for Rise Tower, planned as the world's tallest building on completion: a two-kilometre, 678-floor vertical city in North Riyadh, Saudi Arabia.
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IGIA smart airport city digital blueprint, Delhi
An end-to-end digital blueprint spanning 5,000 acres for Indira Gandhi International Airport's smart airport city, sequencing the transition from Airport 2.0 to Airport 4.0 at India's busiest international gateway.
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DIAL Aerocity smart commercial district, Delhi
Concept master planning for a 230-acre smart commercial district at Delhi's Indira Gandhi International Airport, designed to house 400,000 high-tech professionals.
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Suntec City office towers: digital twin & smart ACMV
Digital twin integration and smart ACMV controls for Suntec City's Grade-A office towers in Singapore, the first digital twin deployment of its kind for the landmark development.
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8 Shenton Way, Singapore
Intelligence section lead under the GM2021 programme for Singapore's tallest skyscraper: a 63-storey, 305-metre post-pandemic mixed-use tower setting a new benchmark for sustainable, health-first vertical communities.
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SM Super City, Pasay 360 detailed master plan
Smart city systems lead for Pasay 360, a 396-hectare, 10.85 million square metre mixed-use development across three reclaimed islands in Manila Bay, Philippines.
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Osool Digital City master plan
Smart infrastructure roadmap for Osool, a planned digital innovation and investment hub in Saudi Arabia.
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Islamic Civilisation Village, Al-Madinah Al-Munawarah
A security-by-design framework for the first Islamic Civilisation Village in Al-Madinah, a 1.4 square-kilometre mixed-use hub integrated with Al Masjid Al Nabawi.
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New Jeddah Downtown concept master plan
Competition-winning concept master plan for a five million square metre mixed-use downtown in Jeddah, Saudi Arabia, projected to create 36,000 jobs.
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Saudi Royal Aviation new terminal development
Led integrated security design for new terminal land and airside operations, aligned with ICAO and GACA requirements.
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PestBusters industry transformation programme
Singapore's first Lead Enterprise Assisted Scheme (LEDS) project: fleet, surveillance and IoT transformation for the pest management industry.
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Ministry of Home Affairs: autonomous ground robot deployment
GPS-denied autonomous ground robot deployment supporting the Singapore Police Force at Chingay 2018 and in confidential security operations.
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AETOS KoolScan contactless temperature scanner
A fully customised, Class B medical-device-certified high-speed temperature scanning system, with more than 1,200 units built to support pandemic operations.
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PSA Marine: biometric fuel management operations
A secured, biometric-authenticated fuel management system connecting PSA Marine's Brani and West Coast bases over a redundant fibre and LTE network.
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PSA Marine: hydroponics AI monitoring & optimal harvesting
AI-based optimal harvesting and remote sensory monitoring for PSA Marine's sustainable hydroponics farming initiative.
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Chye Thiam Maintenance: unified communications system
A secured, mission-critical unified communications and asset tracking system, demonstrated to Singapore's Deputy Prime Minister.
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Raymang Eggs: automated carton box removal system
An ESG-funded robotic carton removal system for egg distribution, using two six-axis industrial robotic arms to deliver a productivity gain of more than 1,000 percent.
Selected engagements
| Year | Event | Role | Location |
|---|---|---|---|
| 2026 | AI for Developing Countries Forum Winter Summit (UN ESCAP) | Main Plenary Moderator | Bangkok, Thailand |
| 2026 | 9th Chief Digital & Data Officer Asia Summit | Panelist | Pan Pacific Singapore |
| 2026 | InteracTech Asia | Panel Discussion Moderator, AI in HR | Singapore |
| 2026 | Chief Digital & Data Officer Asia Summit | Presenter | Singapore |
| 2026 | Conversational AI Innovation Summit | Keynote Speaker | Singapore |
| 2026 | CDO Vision Singapore | Award Recipient & Speaker | Singapore |
| 2025 | AI for Developing Countries Forum (UN ESCAP) | Speaker | Bangkok, Thailand |
| 2025 | ULI Singapore Annual Conference | Panelist | Singapore |
| 2025 | FutureCIO Conference (6th Annual) | Panelist | Raffles City Convention Centre, Singapore |
| 2025 | ASEAN Sustainable Urbanisation Forum | Speaker | Kuala Lumpur, Malaysia |
| 2025 | Delta Future Forward | Panelist | Singapore |
| 2025 | C-Engage Convention | Panel Speaker | Singapore |
| 2025 | ST Logistics Supply Chain Sustainability Masterclass | Speaker | Singapore |
| 2025 | ERIA Digital Twins for Deep Sustainability, Inception Meeting | Presenter | Jakarta, Indonesia |
| 2024 | 3rd Salalah Engineering Forum | International Keynote Speaker | Salalah, Oman |
| 2024 | IMDA Digital Transformation Industry Day | Panelist | Singapore |
| 2023 | Asian Inclusive Smart Cities Conference | Keynote Speaker | Kuala Lumpur, Malaysia |
Recognition
- CDO Vision Award 2026
- Google Trailblazer Transformation Award 2024
- Singapore's Most Influential Data & AI Leaders 2026
- Certified AI Governance Professional (AIGP), Singapore Management University, 2026
- ISO/IEC 42001 Lead Auditor, AI Management Systems, BSI, 2026
- ISO 14064 Lead Auditor, Greenhouse Gas Verification, SGS Academy, 2022
- US Patent 20240081652-A1, Detection Apparatus for Identifying the Presence of a Targeted Warm Blooded Animal in a Detection Zone, 2024
- US Patent 20050151653-A1, Method and Apparatus for Determining the Occurrence of Animal Incidence, 2004
Career history
- 2026, present
Strategic Advisor
Praxora Lab
- 2026, present
Executive Director, AI Governance & Assurance Practice
Orion Five Engineering Pte Ltd
- 2018 to 2026
Strategic Advisor (Non-Executive)
Orion Five Engineering Pte Ltd
- 2015 to 2018
Co-Founder
Orion Five Engineering Pte Ltd
- 2025 to 2026
Chief AI and Innovation Officer
Meinhardt (Singapore) Pte Ltd
- 2024 to 2025
Executive Director, Technology and Innovation
Meinhardt (Singapore) Pte Ltd
- 2024
Director, ICT and Smart Cities
Meinhardt (Singapore) Pte Ltd
- 2021 to 2024
Associate Director
Meinhardt (Singapore) Pte Ltd
- 2019 to 2021
Technical Director
Meinhardt (Singapore) Pte Ltd
- 2018 to 2019
Principal Engineer
Meinhardt (Singapore) Pte Ltd
- 2026
Commercial Champion, National Graduate Research Innovation Programme
National University of Singapore
- 2003 to 2025
Co-Founder
Cool N Lite Solar Film Pte Ltd
- 2016 to 2018
Chief Technology Officer
Pelsis Group (Brandenburg UK Ltd)
- 1994 to 2015
Military Officer (Retired)
Singapore Armed Forces (SAF)
- 2009 to 2014
Research and Development Program Manager
EV World
- 1999 to 2002
Chief Strategy Officer
VoIUM Communications
Education
- Golden Gate University DBA (in progress), Digital Leadership, 2024 to 2027
- RMIT University Bachelor of Business, Business Administration (Distinction), 1996 to 1999
- EC-Council University Certified Security Specialist, Cyber Security, 2018
- Airports Council International Diploma in Airport Operations, 2023
- Ngee Ann Polytechnic, Singapore Diploma in Electronics & Computer Engineering, Integrated Circuit Design Technology, 1991 to 1994
- NCC Education Diploma in Computing (with Business Management), 1991 to 1994
Certifications
- Certified Data Center Professional (CDCP)
- Certified Counter Terrorism Practitioner (CCTP)
- Certified Physical Security Consultant (CPSC)
- Certified Security Specialist, EC-Council, Cyber Security
- Certified Scrum Master (CSM), Scrum Alliance
- Certified Advanced Scrum Product Owner (A-CSPO), Scrum Alliance
- Certified Scrum Product Owner (CSPO), Scrum Alliance
- Certified Generative AI Expert, Blockchain Council
- Certified Metaverse Expert, Blockchain Council
- Certified NFT Expert, Blockchain Council
- Security Risk Management Professional, Country (SRMP-C), INSSA
- Security Risk Management Professional, Regional (SRMP-R), INSSA
- Certificate in Airport Business Operations, Airports Council International
- Certificate in Airside Operations, Airports Council International
- Certificate in Terminal and Landside Operations, Airports Council International
- AI4I Project Life Cycle, AI Singapore
- AI4I Literacy in AI, AI Singapore
- BSAFE, UN Department of Safety and Security
- Preparing and Responding to Active Shooter Incidents, UN Department of Safety and Security
- R1 Certification, Ionising Radiation Safety, National Environment Agency
- ISO 14064 Lead Auditor, Greenhouse Gas Verification, SGS Academy
- SMP Robotics Engineer, Level 4
- E-Series CORE Training, Universal Robotics
