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TIME TO VALUE IS OF THE ESSENCE — AI CAN HELP

Our strategic goal is to drive better revenue performance, improve margins, and
ultimately drive sustainable profitability.

Learn More







STRATEGIC PERFORMANCE THROUGH AI VALUE DELIVERY SYSTEMS

We develop comprehensive AI-enabled product and service to enable enterprises,
organizations and governments to achieve improved efficiencies, cost
optimization, enhanced brand perception and promote greater customer centricity.

Learn More


GENERATE INSIGHTS TO DRIVE HIGHER PERFORMANCE THROUGH AI

By integrating advanced AI technologies, optimizing processes, and fostering a
data-driven culture within the organization, we seek to help our partners and
clients to achieve their strategic goals.

Learn More


TIME TO VALUE IS OF THE ESSENCE — AI CAN HELP

Our strategic goal is to drive better revenue performance, improve margins, and
ultimately drive sustainable profitability.

Learn More







STRATEGIC PERFORMANCE THROUGH AI VALUE DELIVERY SYSTEMS

We develop comprehensive AI-enabled product and service to enable enterprises,
organizations and governments to achieve improved efficiencies, cost
optimization, enhanced brand perception and promote greater customer centricity.

Learn More
What We Do


AI VALUE DELIVERY SYSTEM

Building AI capabilities to drive organizational performance.






We design and develop AI Value Delivery Systems for enterprises, organizations
and governments. Our Mission is to enhance AI value creation through AI
capability building within a structured framework.


We develop comprehensive AI-enabled product and service to enable enterprises,
organizations and governments to achieve improved efficiencies, cost
optimization, enhanced brand perception and promote greater customer centricity.


By integrating advanced AI technologies, optimizing processes, and fostering a
data-driven culture within the organization, we seek to help our partners and
clients to achieve their strategic goals.


For industry partners and clients, our strategic goal is to drive better revenue
performance, improve margins, and ultimately drive sustainable profitability.


For governments, our goal is to support government agencies optimize their ICT
infrastructure in ways that would engender greater trust and confidence in the
deployment of AI for the good of citizens and societies.


Our Team

PROMOTE CUSTOMER CENTRICITY

FOSTER DATA-DRIVEN CULTURE

OPTIMIZE ICT INFRASTRUCTURE

DRIVE SUSTAINABLE PROFITABILITY

About Us


OUR TEAM




ZAID HAMZAH / FOUNDER & CHIEF STRATEGY OFFICER





Zaid is an AI/data strategist & practitioner specializing in AI in finance &
law, AI & data governance & AI in information security. An AI patent holder, his
current practice revolves around driving value creation & higher performance
through AI-enabled growth strategies. Zaid is currently an Executive Education
Fellow at the National University of Singapore (NUS) School of Computing’s
Advanced Computing for Executives centre where he runs programmes on AI
Innovation Management, Intellectual Property Rights in AI Innovation &
Commercialisation of AI Innovation. He has taught legal AI at the Singapore
Management University School of Law. Zaid is deeply involved in AI R&D &
innovation. His AI patent relating to risk management in a supply chain context
was granted by the Intellectual Property Office of Singapore in December 2023.
Author of 9 books spanning law, technology, intellectual property & AI, Zaid has
over 35 years of professional experience. He has previously served as (i)
Microsoft's Director for intellectual property & commercial software; (ii)
Senior Legal Advisor to Singtel’s joint venture with Warner Bros & Sony
Pictures; (iii) Chief Regulatory Legal & Compliance Officer at publicly-listed
Telekom Malaysia; (iv) Associate, Khattar Wong & Partners (Singapore law firm) &
(v) Singapore Government service. Zaid has a law degree from the National
University of Singapore & completed his Masters in International Relations at
the Fletcher School of Law & Diplomacy, Tufts University on a Fulbright
scholarship. Zaid’s current professional practice work involves corporate growth
strategy & performance management, intellectual asset management & strategic
risk management including cybersecurity risk management.





JONATHAN CHEW / ADVISOR (AI & REVENUE STRATEGY)





Jonathan is an AI & Revenue Strategist with over 20 years of experience in
Sales, Marketing, & Technology. He is the principal behind the brand
Brandrev.ai, a consultancy that focuses on implementing strategic executions
across multiple industries & domains. Brandrev.ai designs & creates practical AI
optimizations across the critical components of sales, marketing, finance, &
product development. Jonathan’s digital transformation portfolio includes
leading successful deployments of large-scale enterprise MNC projects impacting
over 30,000 employees & has spearheaded numerous AI & Data Science initiatives
which directly impacted revenue growth & the business bottom line. As a
data-driven & technically-proficient strategist who prides himself on technical
competence & working with technical teams - his experience enables him to
identify & solve complex problems that often remain elusive for less
tech-savvy strategists.





JF KOH / CHIEF AI ENGINEER





JF is an AI/LLM application developer with a focus on building generative AI
applications with large language models (LLMs) & retrieval augmented generation
(RAG). In 2024, he completed a year-long AI Apprenticeship Programme at AI
Singapore, a training programme backed by Singapore’s National Research
Foundation & InfoComm Development Authority of Singapore. Having developed a
foundation in AI & machine learning, JF is now focused on the burgeoning domain
of generative AI & LLMs. JF wants to build powerful apps for users in this brave
new world. JF’s past career was focused on web development with his technology
stack covering PHP, Javascript, & MySQL database. He is an experienced
entrepreneur, having co-founded Singapore’s first online music startup,
Audioload.com, during the first dotcom boom of 1999 to 2001. Professionally, he
has dedicated most of his career to full-stack (front-end & back-end) web
development, working in freelance & contract roles for various clients,
including Oracle Corporation, HP, Fujitsu, Asia-Europe Foundation & Executive
Counselling & Training Academy. Since 2021, he has committed to intensive
self-learning & continuing lifelong education in the area of AI & machine
learning.





KC WONG / CHIEF CYBERSECURITY OFFICER





With over two decades of experience, KC is a cybersecurity enthusiast,
blockchain advocate & a tinkerer in AI. Having been in various management
positions in Fortune 100 companies, he is now keen to devote his time in his
passion of inventing & building products. He had created a Cybersecurity product
in 2019 & was successfully acquired in 2022. He is currently Director of Product
Development in Cybernatics. Building a next generation XDR-SIEM cybersecurity
tool, powered by Machine Learning, to service Governments, Enterprises & SMEs.
At the same time, he also founded SAFEhaven Ventures, a start-up that focuses on
protecting Web 3.0 users by giving everyone an ultra-secure cold wallet &
digital identity solution for free. Besides this, the firm also helps companies
with their digital transformation from Web 2.0 to Web 3.0, including how to
leverage their data using Artificial Intelligence, Machine Learning & Data
Analytics to gain a competitive advantage within their own industries. Prior to
this, KC had been a cybersecurity consultant to various audit firms in areas
like Vulnerability Assessment Penetration Testing, Secure Code Review, Security
Monitoring, & led Red Teaming operations on Government, Government-linked &
Commercial establishments.





PS RANGA / CHIEF OPERATING OFFICER & COUNTRY HEAD, INDIA





An MBA-qualified and highly-versatile Senior Management Team Member / Geography
/ Country / Business Unit Head with deep background in B2B, legal, law firm,
professional, banking, insurance and FTSE-250 corporates. 20+ years experience
working for Tata Consultancy Services (TCS), successfully architecting and
delivering a series of major £multi-million transformation programmes. In-depth
experience working at the intersection of technology, services, legal &
professional industry. Collaborative approach to successful transformational
leadership, engaging with business stakeholders at CEO / CIO level & 3rd
parties, delivering ‘fit for purpose’ solutions, service migration and business
change. Experience of driving change management, business transformation,
service transition, process change, global GTM strategies, enterprise financial
transformation, legal processes and business benefits realization. At TCS,
initiated new software and services for the professional services and legal
industry, a non-linear growth initiative, which was rolled out in UK/Europe and
US. Worked with SAP as Partner to establish a beachhead product with core
processes pre-configured industry solution for the Professional Services sector
to spearhead global GTM strategy of enterprise financial transformation in this
sector (estimated >£100m p.a.) Able to design and execute programme delivery
strategies, vision and roadmaps. Ranga holds a LLM from De Montfort University
UK, a Masters in Business Administration (MBA) and a Bachelor’s degree in
Applied Sciences from the University of Madras.


What We Do


Services


OUR PRODUCTS & SERVICES

We develop comprehensive AI-enabled product and service to enable enterprises,
organizations and governments to achieve improved efficiencies, cost
optimization,
enhanced brand perception and promote greater customer centricity.

PLATFORM

We develop for our partners and clients:

AI-Enabled Dashboard as a centralized platform with interactive dashboards for
real-time insights and decision-making.

API Gateway for easy integration with existing enterprise systems and
third-party applications.

Security and Compliance measures and compliance with data protection
regulations.



TECHNOLOGY SERVICES

We work with our partners and clients to design and develop:

Large Language Models (LLMs): We utilize state-of-the-art LLMs like GPT-4 for
natural language understanding and generation.

Machine Learning Algorithms: Implement ML algorithms for data analysis,
predictive analytics, and anomaly detection.

Computer Vision: Employ computer vision algorithms for image and video analysis.

Cloud Infrastructure: Utilize scalable cloud platforms like AWS, Azure, or
Google Cloud for processing and storage.

IoT Integration: Incorporate IoT sensors and devices for data collection and
real-time monitoring.



API STRATEGY

API Documentation: We provide comprehensive API documentation to assist
developers in integrating with your AI-powered solutions.

Developer Support: We offer developer support and forums to address technical
queries and issues.

Scalability: We help ensure APIs are designed for scalability to accommodate
increasing demand.



PROCESS

Data Collection and Integration: We develop processes to gather data from
various sources within the enterprise, including operational data, customer
data, and market data.

Data Preprocessing: We support our partners and clients to clean, normalize, and
transform data to make it suitable for analysis.

Predictive Modeling: We help build machine learning models for demand
forecasting, quality control, and resource allocation.

Customer Feedback Loop: We establish a process for continuous feedback analysis
from customer interactions to enhance product/service offerings.

Optimization Framework: We help implement algorithms for resource optimization,
supply chain management, and pricing strategies.

Agile Development: We support our partners and clients to adopt agile
methodologies for software development to respond quickly to changing market
demands.



DATA

We work with our partners and clients to manage the following:

Data Lake and Data Warehouse: Store and manage data in a centralized data lake
or data warehouse for easy access and analysis.

Data Quality Assurance: Implement data quality checks and data governance
practices to ensure data accuracy.

Data Analytics: Utilize data analytics tools for in-depth analysis of historical
and real-time data.

Data Monetization: Explore opportunities to monetize data by offering insights
to partners or customers.


Our Approach


CUSTOMER CENTRICITY IS KEY

We work with our partners and clients on strategies and programs on:



PERSONALIZATION

How to use AI to personalize customer experiences and recommendations.



CHATBOTS/VIRTUAL ASSISTANTS

How to implement AI-driven chatbots and virtual assistants to enhance customer
support.



SENTIMENT ANALYSIS

How to analyze customer sentiment through NLP to improve products and services.



FEEDBACK LOOP

How to create a feedback loop with customers to iterate and enhance offerings.


AI Talent Development


BUILDING YOUR MOST IMPORTANT RESOURCE

We work with our partners and clients to develop AI talents on:

AI TRAINING AND SKILL DEVELOPMENT

Invest in training employees to understand and leverage AI technologies.

CROSS-FUNCTIONAL TEAMS

Form cross-functional teams including data scientists, engineers, business
analysts, and domain experts.

CHANGE MANAGEMENT

Implement change management strategies to ensure smooth adoption of AI-driven
processes.





OPTIMIZING YOUR STRATEGIC AI TALENT MANAGEMENT PROGRAMS

Dvai is a platform for AI talent management that empowers businesses to optimize
their strategic AI talent management programs by enhancing their decision-making
processes in AI talent management.

PROBLEM WE ARE SOLVING

All organizations want to adopt AI as quickly as possible to create value and
solve problems. AI talent is scarce and building AI capabilities takes time.

Learn more

OPERATING MODEL

Dvai operates a Platform-as-a-Service business model that acts like a Command
and Control Center covering Asia with its headquarters in Singapore.

Learn more

PLATFORM-AS-A-SERVICE

Dvai is a Business-to-Business (B2B) platform that provides
Platform-as-a-Service, focusing on AI-driven insights, automation, and AI
governance.

Learn more

PLATFORM MODULES

The Dvai Platform consists of 3 Modules: (1) AI Talent Sensing & Intelligence;
(2) AI Talent Decision Intelligence Engine; (3) AI Talent Value Delivery
Framework.

Learn more





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AI Talent Development


PROBLEM WE ARE SOLVING




 * All organizations want to adopt AI as quickly as possible to create value and
   solve problems.
 * Organizations require AI talents to execute projects.
 * AI talent is scarce. Building AI capabilities takes time.
 * Dvai solves this problem for organizations by:
   * Providing an integrated platform to source AI talent.
   * Building organizational capabilities through training and placement.
   * Providing an AI Value Delivery System for project execution.





Return to “AI Talent Development”





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AI Talent Development


OPERATING MODEL


Dvai operates a Platform-as-a-Service business model that acts like a Command
and Control Center (C3) covering Asia with its headquarters in Singapore.


The Dvai Platform consists of three Modules:
1. AI Talent Sensing and Intelligence
2. AI Talent Decision Intelligence Engine
3. AI Talent Value Delivery Framework


Dvai’s Mission is to empower organizations and professionals to drive value in
the AI-driven economy by providing a comprehensive data-driven and AI-enabled
talent acquisition focused on AI reskilling and upskilling.


Dvai C3:

 * Act as a digital hub for data-driven decision-making.
 * Provide AI-powered analytics and insights (“Insight-as-a-Service”) for
   organizations.
 * Provide real-time monitoring and optimization of AI talents and teams.
 * Support strategic planning and resource allocation to drive organizational
   value through strategic human capital development.





Return to “AI Talent Development”





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AI Talent Development


PLATFORM-AS-A-SERVICE (PAAS)


Dvai is a B2B platform that provides Platform-as-a-Service, focusing on
AI-driven insights, automation, and AI governance.


To ensure trust, security and compliance, Dvai provides supporting services and
the platform for:

 1. AI Governance
 2. Data Asset Management
 3. IP Protection to ensure trust, security, and compliance





Return to “AI Talent Development”





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AI Talent Development: Operating Model


MODULE 1:
AI TALENT SENSING AND INTELLIGENCE




 * AI Talent Market Insights: AI-driven analysis of market trends, AI talent
   demand, and human capital value chain intelligence.
 * Business Opportunity Identification: Predictive analytics for new business
   opportunities and partnerships requiring AI talents to grow their businesses
   or to manage risks.
 * AI Talent Pipeline Management: AI-assisted lead generation and nurturing for
   AI talent acquisition.




Dvai collaborates with platforms for job placements, job placement firms and AI
talent management to source and manage AI talents (ie Dvai does not compete with
them).


Key Components (Dvai AI Talent Suites)

 1. AI Talent Marketplace
    * Platform for professionals to showcase AI skills
    * Job matching and project opportunities
    * Continuous learning and development resources
 2. AI Reskilling and Upskilling Programs
    * Personalized learning pathways
    * AI-driven skill assessments and recommendations
    * Industry-specific training and certification
 3. AI Innovation Lab
    * Collaborative space for ideation and prototyping
    * Access to AI tools and resources
    * Mentorship and coaching
 4. Community and Networking
    * Events, webinars, and workshops
    * Online forums and discussion groups
    * Peer-to-peer support and knowledge sharing





Return to “Operating Model”





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AI Talent Development: Operating Model


MODULE 2:
AI TALENT DECISION INTELLIGENCE ENGINE




 * AI-driven Talent Matching: Intelligent matching of AI talent with business
   needs and opportunities.
 * Predictive Workforce Analytics: Forecasting AI talent demand, skill gaps, and
   workforce optimization.
 * Decision Support System: Data-driven insights for strategic AI talent
   management and business decisions.





Return to “Operating Model”





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AI Talent Development: Operating Model


MODULE 3:
AI TALENT VALUE DELIVERY FRAMEWORK

Building capabilities to drive organizational performance.








 * AI-enabled Talent Development: Personalized learning and upskilling
   recommendations.
 * Project Management: AI-assisted workflow optimization and resource
   allocation.
 * Performance Management: Data-driven evaluation and feedback for continuous
   improvement.





Return to “Operating Model”

Contact


EMAIL US

To contact us regarding our offerings, email Zaid Hamzah (Mr),
our Founder, at zaid@u.nus.edu.



Join Our Network


BE PART OF OUR MAILING LIST

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We develop comprehensive AI-enabled product and service to enable enterprises,
organizations and governments to achieve improved efficiencies, cost
optimization, enhanced brand perception and promote greater customer centricity.

 * 



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