Researchers from the Queensland University of Technology, who are working on how robots can be taught to grasp objects in real-world situations, received a US$ 70,000 research grant from an e-commerce giant.
According to a recent report, the University’s robotics researcher, Distinguished Professor Peter Corke, founding director of the Australian Centre for Robotic Vision and Research Fellow Dr Jürgen Leitner received the grant in recognition of their world-leading research into vision-guided robotic grasping and manipulation.
Real-world manipulation remains one of the greatest challenges in robotics. The support behind the work in this field is both exciting and encouraging.
While recent breakthroughs in deep learning have increased robotic grasping and manipulation capabilities, the progress has been limited to mainly picking up an object.
The team’s focus moves from grasping into the realm of meaningful vision-guided manipulation.
They want a robot to be able to seamlessly grasp an object ‘with intent’ so that it can usefully perform a task in the real world.
The ground-breaking study by a research team of The BioRobotics Institute of Scuola Superiore Sant’Anna and the Australian Centre for Robotic Vision reveals guiding principles that regulate choice of grasp type during a human-robot exchange of objects.
The study analysed the behaviour of people when they have to grasp an object and when they need to hand it over to a partner.
The researchers observed the grasp choice and hand placement on those objects during a handover when subsequent tasks are performed by the receiver.
People were asked to grasp a range of objects and then pass them to another person in the study.
The researchers looked at the way people picked up the objects, including a pen, a screw driver, a bottle and a toy monkey, passed them to another person and how the person then grasped those objects.
It was noticed that passers tend to grasp the purposive part of the objects and leave “handles” unobstructed to the receivers.
Intuitively, this choice allows receivers to comfortably perform subsequent tasks with the objects.
The findings of the research will help in the future design of robots that have the task of grasping objects and passing them.
Grasping and manipulation were regarded as very intuitive and straightforward actions for humans. However, they simply are not.
The team intended to shed a light on the behaviour of humans while interacting in a common manipulation task.
A handover is a perfect example where little adjustments are performed to best achieve the shared goal to safely pass an object from one person to the other.
While most people do not think about picking up and moving objects, which is something human brains have learned over time through repetition and routine, grasping and manipulation for robots remain to be subtle and elusive.
To improve Singapore’s biologics manufacturing capabilities, top pharmaceutical companies will collaborate with research groups from the Agency for Science, Technology and Research (A*STAR), Singapore Institute of Technology (SIT), National University of Singapore (NUS), Nanyang Technological University, Singapore (NTU Singapore) and its innovation and enterprise company, NTUitive.
Through the Biologics Pharma Innovation Programme Singapore (BioPIPS), a consortium founded by A*STAR with assistance from the Singapore Economic Development Board (EDB), their relationship will be formally established.
BioPIPS aims to expand Singapore’s biologics production capabilities, including those for vaccines and recombinant therapeutic proteins. Biologics and vaccinations were crucial in averting severe sickness and saving lives worldwide during the COVID-19 pandemic.
Leading industry professionals and Singapore’s research ecosystem will join forces through the consortium to increase manufacturing productivity, boost operational effectiveness, and meet sustainability objectives. The consortium’s goal is to best-in-class and position Singapore’s biologics manufacturing capabilities for the introduction of new products and cutting-edge production techniques.
Professor Lim Keng Hui, Assistant Chief Executive, Science and Engineering Research Council, A*STAR stated that new opportunities will arise as the biomanufacturing industry goes through significant changes brought on by the rapid pace of digitalisation, Industry 4.0, and the need for greater sustainability.
A*STAR seeks to contribute its R&D capabilities through BioPIPS to help the local biomanufacturing industry become more agile and better positioned to benefit from new products and technologies. Also, in its Research, Innovation, and Enterprise 2025 Plan, Singapore prioritises biopharmaceutical production.
BioPIPS expands on the consortium concept created by the Pharma Innovation Programme Singapore (PIPS), which was intended to strengthen Singapore’s capabilities in the production of small molecule pharmaceuticals consisting of chemical compounds.
Based on the success of PIPS, BioPIPS seeks to strengthen Singapore’s innovative capabilities in the production of biologics and vaccines by utilising the strengths of the top pharmaceutical firms and academic institutions.
The programme will create cutting-edge production technologies and solutions that are highly productive, sustainable, and innovative. Singapore is eager to expand collaborations with businesses that share its values to enhance its status as a centre to produce biopharmaceuticals worldwide.
BioPIPS will specifically feature three workstreams: First is the Sensing and Modelling Workstream intends to use smart sensors, mechanistic modelling, and machine learning to provide streamlined and quicker procedures. Data analytics will make it possible to effectively translate acquired process information into performance enhancements, which will benefit the manufacturing process.
Second is the Sustainability Workstream concentrates on addressing sustainability issues in the production of biologics and vaccines, which frequently require single-use (disposable) equipment because of the ultra-sterile conditions required for product purity. To address this challenge, this workstream will investigate the use of innovative materials, circular economy strategies, and models to encourage more resilient and sustainable supply chains.
And the third is the Compliant Agility Workstream which aims to increase productivity in manufacturing facilities while preserving compliance status by eliminating manual operations and utilising tools like robotics and cutting-edge analytics.
The Manufacturing 2030 vision of Singapore, which intends to anchor leading manufacturing operations to increase the nation’s manufacturing value-add by 50% from 2020, is consistent with BioPIPS.
The solutions created by BioPIPS will also improve Singapore’s capacity to meet the rising demand for biologics and vaccines around the world and give local pharmaceutical firms the tools they need to expand and react more quickly to pandemics in the future.
Vietnam currently has over 72.1 million internet users, placing it 13th globally. The Chairman of the Vietnam Internet Association, Vu Hoang Lien, made this announcement on the 25th anniversary of internet development in the country.
In his speech he said that the internet has played an important role in all fields, boosting the progress of national digital conversion since the country connected to the global internet network on 19 November 1997.
According to a press release by the Ministry of Information and Communications (MIC), mobile broadband infrastructure now covers 99.73% of villages nationwide. Vietnam also has 94.2 million smartphone users and 82.2 million mobile broadband subscribers, accounting for 74.3% of the national population.
The Deputy Director of the Vietnam Internet Network Information Centre, Tran Thi Thu Hien, informed that there are over 564,000 “.vn” domains in the country, placing the country second in ASEAN and among the top ten countries in the Asia-Pacific Region.
To further improve connectivity, Vietnam’s National Digital Transformation Programme to 2025 states that the country’s digital infrastructure development will include the implementation of Internet of Things (IoT) connectivity and 5G technology. To ensure the sustainable development and safety of Vietnam’s digital infrastructure, the government will focus on upgrading internet infrastructure and platforms.
The programme also aims to digitise public services. It plans to make 50% of banking operations by customers electronically and have 70% of customer transactions be made through digital channels. 50% of decisions on lending, small, and consumer loans of individual customers are expected to be automated and 70% of work and service records at credit institutions will be processed and stored digitally.
By the targeted year, the government wants 80% of public services to be level 4 services and over 90% of work records at ministerial and provincial levels to be shifted online. By 2030, the government wants the digital economy to contribute around 30% to the GDP. It intends to be among the top 50 countries in e-government development and the third in ASEAN by the end of this decade.
Plans are in place to expand regional and international Internet connections and develop undersea fibre optic cables to make Vietnam one of the connectivity hubs in the region. The transition to the new generation of Internet protocol (IPv6) will help the nation connect more strongly with the global information society. The rate of new generation Internet protocol (IPv6) users accounts for 50% of the Vietnamese population.
Earlier, OpenGov reported that the use of domestic digital platforms recorded a year-on-year rise of 23.5% in August, with 494 million users. Vietnamese citizens spent more than 934 million hours on local platforms, making up 13.77% of the total time they spent on all digital platforms. On average, smartphone users spent 9.93 hours on Vietnamese digital platforms in August, up 11.44% from July and 4.67% from January this year. Five local platforms reported more than 10 million users monthly.
The use of digital platforms, e-commerce sites, social networks, and specialised applications has increased sharply, and the country is expected to become the fastest-growing e-commerce market in Southeast Asia by 2026. Global e-commerce is estimated to grow by 28.4% annually between 2020 and 2027. Meanwhile, revenue from business-to-consumer (B2C) e-commerce in Vietnam is expected to increase by over 20% each year.
Researchers from The University of Waikato in New Zealand have developed an electronic fruit bin that aids in the harvesting of kiwifruit. The automatic robot, which aims to make picking easier, won the Prototype Prize at the Fieldays Innovations Awards.
According to Nick Pickering, a lecturer at the University’s School of Engineering, the team was challenged to use automation technology to create something that would assist kiwifruit pickers on orchards, thereby opening jobs to a larger group of people.
Ultimately, Pickering says that the e-BIN had to be designed to be technically feasible, financially viable and desirable to all stakeholders.
“As a result, we devised this solution that will allow more people to pick kiwifruit. The key point is that we need something simple that can be commercialised quickly to help address the labour shortages that we’re experiencing,” he shared.
Robot to weightlifting physical labour
The concept arose to solve the kiwi industry’s severe labour shortages problem, particularly during harvest. Kiwifruit picking can be physically demanding because workers must carry a large bag
that they fill as they go. When full, it can weigh up to 25kg and must be emptied into a larger bin. While many people enjoy working outside, they are unable to handle the weight and constant bending involved in harvesting.
The e-BIN eliminates the need to pick the fruit. Rather than carrying a bag, a group of four pickers can walk alongside the e-BIN, which is on wheels. Each kiwifruit is picked and placed in a fruit catcher on the e-BIN. A net cushion secures the fruit before it falls and lands in the main bin.
The e-BIN human-assisted harvesting project was developed in collaboration with top kiwi leaders in the industry in New Zealand, who served as project sponsors. It has also included students, academics, and industry experts from the School of Engineering.
Pickering claims that their robot has a different system than the overseas Kiwi machine. According to him, the machine can be fine-tuned to suit other growing systems.
From an industrial standpoint, assisted robotics has the potential to solve many problems, but must be commercially viable. Through this project, they hope to determine the total financial cost-benefit ratio. Importantly, the project must address the need to expand the labour pool.
The innovation was recognised at the Fieldays Innovation Awards, where it won the Prototype Award and a NZ$10,000 cash prize to be used for testing the system in other markets.
The e-BIN has been tested both in the lab and in the field. The researcher first tests it with 3D-printed fruit before moving on to field testing. During the testing phase, researchers examined a variety of factors, including productivity and fruit damage. The results indicate that the e-BIN can reduce fatigue and operate safely in an orchard environment. Pickering believes the e-BIN will be validated in trials this season and commercialised soon after.
New Zealand places a high value on agricultural technology advancement. According to a recent OpenGov Asia report, the Massey University AgriFood Digital Lab is collaborating with the NZ Product Accelerator to establish a new agricultural technology centre in Palmerston North.
The AgriFood Digital Lab at Massey University is an industry-focused research facility that focuses on horticulture, precision agriculture, robotics, advanced materials, sports analytics, and biotechnology. Its primary goal is to create agritech solutions to industry challenges.
While NZ Product Accelerator is a government-funded programme that helps companies accelerate product development by utilising New Zealand’s brand of business. In essence, it is an incubator programme comprised of top technology experts to assist startups and businesses in their quest for success.
It should be able to provide the “missing science” in the field of agricultural technology through this new research centre. It had done so previously for numerous New Zealand companies in new product development, problem-solving, and embedding technological innovation.
Enabling Partnerships to Increase Innovation Capacity (EPIIC), is a new USS$20 million initiative from the National Science Foundation (NSF) of the U.S. that encourages two-year institutions that serve primarily undergraduate students, minority-serving institutions, and other emerging research institutions to take part in local innovation ecosystems. The programme will give training and networking support to help establish more inclusive ecosystems.
EPIIC will provide up to US$ 400,000 over three years to develop the capacity and institutional knowledge needed to build new partnerships and secure future external funding, enabling awardees to tap into their regional innovation ecosystems and potentially into an NSF Regional Innovation Engine (NSF Engine).
According to NSF Director Sethuraman Panchanathan, the NSF strives to inspire broad networks of partners to work together to train the next generation of skilled American workers. In addition, the programme will generate chances for more inclusive engagement in entrepreneurship, startups, and other commercialisation activities, all of which are essential to the American research and innovation business.
The goal of the NSF Engines programme is to expand inclusive innovation ecosystems across the country. The programme acknowledges the need for additional targeted support for the infrastructure and resources required to grow external partnerships and tap into innovation ecosystems, including interacting with NSF Engines, for many institutions, including minority-serving institutions, small academic institutions, and two-year institutions.
Through EPIIC, institutions will take part in interactive online and live events to build cohorts and jointly create effective strategies to increase their capacity to collaborate across sectors. Participating institutions will develop strategies to advance efforts in workforce development, use-inspired research and development, and the translation of research results to practice in emerging technology areas such as microelectronics, advanced wireless, biotechnology, quantum information science, semiconductors, advanced manufacturing and artificial intelligence (AI).
Moreover, the NSF has joined the federal and university partners to announce a unique engagement between the U.S. government and academic stakeholders to aid researchers facing a broad spectrum of hazards to research integrity and security.
The Safeguarding Science toolset was designed with the scientific community for the scientific community. It provides research stakeholders with a single destination to acquire security best practices from across government and academia and to select solutions adapted to their unique needs.
Developed by the U.S. National Counterintelligence and Security Centre in partnership with NSF, the National Institute of Standards and Technology (NIST), the Department of Transportation and its Federal Aviation Administration (FAA), the Department of Health and Human Services the White House Office of Science and Technology Policy, and the American Association of Universities, the toolkit will promote a robust and resilient U.S. research ecosystem that emphasises integrity, collaboration, openness and security, all of which facilitate innovation.
The Safeguarding Science online toolkit is created for individuals and organisations in the U.S. scientific, academic and emerging-technology sectors that are wanting to develop strategies to protect research, technology and staff from theft, abuse, misuse or exploitation. The toolkit provides a framework for researchers to openly interact while building precautions that keep theft, abuse, and other risks at bay.
The toolkit reflects NSF’s commitment to partnering with the research community and U.S. government scientific and intelligence organisations to exchange information, best practices, and tools to mitigate risks and foster international collaboration to guarantee a flourishing research environment.
The government has installed 42 Internet Exchanges to date. Internet Exchanges primarily provide peering services to internet service providers (ISP), content providers, and other networks. Establishing Internet Exchanges reduces Internet traffic coming from one ISP to other ISPs and participating networks like content delivery networks (CDNs) or data centres.
Internet Exchanges reduce latency, improve response time, and have the potential to reduce the cost to deliver Internet services and content. Internet Exchanges are set up by the National Internet Exchange of India (NIXI). NIXI, owned under the Ministry of Electronics and Information Technology (MeitY), mandated the setting up of new Internet Exchanges in select locations depending on need assessment. In line with this, NIXI sets up new exchanges from time to time. Recently, it set up one in Visakhapatnam in Andhra Pradesh with 1 GBPS connectivity between Chennai and Visakhapatnam.
Internet Exchange Points (IXPs) create shorter routes for Internet traffic. They offer better resilience, stability, efficiency, and quality improvements at lowered costs. IXPs are expected to benefit the IT and service sectors and society at large. Establishing more IXPs not only aids traffic management but encourages local content development and creates incentives for the local hosting of Internet services due to the larger pool of local users. These users can access online content faster and cheaper.
India has operational Internet Exchanges in Guwahati in the state of Assam; Patna (Bihar); Raipur (Chhattisgarh); New Delhi (Delhi); Panjim (Goa); Ahmedabad, Vadodra, and Rajkot (Gujarat); Gurgaon (Haryana); Shimla (Himachal Pradesh); Srinagar and Jammu (Jammu & Kashmir); Bangalore and Mangalore (Karnataka); Indore, Bhopal, and Gwalior (Madhya Pradesh); Mumbai (Maharashtra); Pondicherry; Jaipur and Jodhpur (Rajasthan); Chennai and Coimbatore (Tamil Nadu); Hyderabad (Telangana); Agartala (Tripura); Noida, Kanpur, Prayagraj, Gorakhpur, Varanasi, Agra, Meerut, and Lucknow (Uttar Pradesh); Dehradun and Haldwani (Uttrakhand); and Kolkata, Burdwan, and Durgapur (West Bengal).
In October, OpenGov Asia reported on a three-day Digital India conference for state IT ministers, where the MeitY Minister, Ashwini Vaishnaw, announced that IN 260 billion (US$ 3.1 billion) will be used to install 25,000 new mobile towers. He said the move will connect all parts of the country, one of the main objectives of the Digital India initiative. The project is financed by the Universal Service Obligation Fund. The state-owned Bharat Broadband Network Limited (BBNL) will be used to deploy the towers.
The government has claimed it is committed to promoting technology start-ups beyond Tier-1 cities. It emphasised collaboration, start-up-friendly policies, and incentives at the state level to create a thriving start-up ecosystem. Regarding emerging technology, the government has stressed the importance of data-driven decision-making and data and process-driven innovations using artificial intelligence (AI), blockchain, drones, and the Internet of Things (IoT). It will work with industries and academia to upskill and train youths and professionals in deep technologies while providing them with better digital infrastructure and opportunities.
Launched in 2015, the Digital India initiative is the government’s flagship programme that aims to transform India into a digitally empowered society and knowledge economy. It consists of nine pillars: broadband highways, universal access to mobile connectivity, public Internet access programme, e-governance: reforming government through technology, e-Kranti (the electronic delivery of services), information for all, electronics manufacturing, IT for jobs, and early harvest programmes.
China started building the Tianfu data centre, a national hub node for the Chengdu-Chongqing integrated computing power network. The “East Counting West Counting” project was inaugurated in February this year and includes eight national hub nodes of the national computer network, of which the Chengdu-Chongqing node is one.
The Sichuan province is the centre of the project and will focus on building Tianfu data centre clusters. The province has been selected after carefully analysing Sichuan’s industrial layout, energy structure, geology, climate, and other factors. Several internal data centres will be built in cities and form a province-wide integration of “cluster-city” complementarity and “cloud-edge” coordination data centre system.
The Tianfu data centre cluster starting area will be constructed to a high standard by 2025, and it will have a capacity of 500,000 racks. By 2030, computing power and effectiveness will be at a national advanced level and serve as the project’s central node.
The Sichuan node will become an important base for the development of China’s computing power network, said Chen Jing, an academician of the Chinese Academy of Engineering. Sichuan is capable of simultaneously performing the jobs of “East Counting” and “West Counting.” The five terms “Digital Network,” “Digital Button,” “Digital Chain,” “Digital Brain,” and “Digital Shield” are used to describe how to do it.
The hub node was simply written as “1+N” in Chinese. The Tianfu data centre cluster at the national level is identified as number 1. The cluster consists of the Tianfu New District-based supercomputing industry cluster, the Chengdu High-tech Zone-based intelligent computing industry cluster, and the Eastern New District-based cloud and edge computing industry cluster.
The five internal data centres located in cities Mianyang, Deyang, Ya’an, Yibin, Dazhou and other locations are referred to as N.
The importance of the Sichuan node
The Sichuan node is a major structure for the East Counting and West Computing national integrated big data centre innovation system. The node will encourage the quick development of a brand-new network architecture for computing power in China. It is fostering the regional integration of high-speed intelligence, green technology and affordable computing power network resources.
China’s computer networks are still unable to supply enough computational capacity. Additionally, the systems for computer-network coordination are also unable to accurately respond to demands for computing power.
The network initiative can resolve China’s future computer power issues. Current issues with China’s computing power architecture include the lack of intelligent computing power, a dearth of heterogeneous computing power and less coordinated data centre growth.
Accelerated data circulation and value transfer between east and west will comprehensively support the digital upgrade and industrial digital transformation of various industries.
The upstream and downstream industries will both experience high-quality development as a result of the implementation of the “Digital from the East and Computation from the West” project and the building of a new computing power network system.
Chen is confident that the current computing revolution would affect the future and feels it will lead to an even greater digital change. Increased processing power will drive the creation and use of big data, artificial intelligence and technologies. Even currently, computational power is being deployed to address productivity challenges.
Science, engineering, technology, and innovation give people the power to develop a country and its quality of life. Investment in these areas is vital for economic growth and social progress.
Research and development in smart tech can help build greener cities with better access to essential systems and services for all. Moreover, infrastructure development, technology transfer and public and private R&D must be supported and regulated by good policies if they are to work.
To ensure scientific progress is encouraged and embraced at all levels of government decision-making, the Academy of Sciences Malaysia (ASM) is tasked with giving strategic advice to the government and stakeholders, as well as pursuing excellence in science, engineering, and technology for the benefit of everyone.
Malaysia’s S.E.T.I. Initiatives
One of the contributions of the ASM is to incorporate interactive learning of STEM into the pedagogy of education in Malaysian schools. “To see the performance and results, inquiry-based science education (IBSE) will create an interactive learning environment in the physical classroom. Therefore, we want to have this kind of ecosystem and environment in schools.”
She is eager to see more collaboration between tertiary education and industry so that any courses and curricula provided by universities are both industry-required and future-proof. This is why their organisation is working with the government to create collaboration between industry and academia. “I believe that will help us advance more.”
ASM is currently working with the Malaysian government, in particular the central agency, to begin evaluating public decision-making universities based on data. Hence, using facts, metrics, and data to inform strategic business decisions that align with goals, objectives, and initiatives is the most effective data-driven decision-making.
Making data-driven decisions the norm within an organisation is necessary to foster a climate that values scepticism and curiosity. “Data is the starting point of conversations at every level, and people improve their data skills through practice and application,” says Hazami.
At its core, this calls for a self-service model where users can access the data they require while maintaining a balance between security and governance. Additionally, it necessitates proficiency, resulting in opportunities for training and development for workers to acquire data skills.
Additionally, ASM has developed a Responsible Conduct of Research module which acts as a benchmark to have this code of ethics in research taught to all graduates, whether they are in hard sciences or the social sciences.
“We want that because every piece of knowledge we incorporate in the future will be based on good science and value. Therefore, we must consider bioethics, biosecurity, and training modules on ethics in research,” Hazami explains.
ASM has recently directed its scientists to provide solutions in close collaboration with the ministries. Citing as an example is their committee on water, energy, health, agriculture, and biodiversity (WEHAB++). For instance, when Malaysia faces issues such as the price hike for chicken feed which causes societal dissatisfaction, solutions to food security issues such as this can be provided by the Academy’s expert network through science and technology directly to the government and stakeholders.
In addition to providing policies and strategies to decision-makers, the ASM also teaches them how to carry out those policies and strategies by applying their knowledge.
Hazami highlighted the growing movement called “Open Science” which aims to open scientific data and research to the public. In addition to democratising knowledge, the international principle of making research data findable, accessible, interoperable, and reusable (FAIR) will support open scientific inquiry and integrity, facilitate improved research management, and encourage data-intensive research.
Unprecedented insights and solutions to local, regional, and global complex challenges are made possible by integrating numerous data streams and enormous datasets across numerous disciplines.
Through the Malaysia Open Science Alliance, the Ministry of Energy, Science, Technology, Environment & Climate Change (MESTECC), now known as the Ministry of Science, Technology, and Innovation (MOSTI) and the ASM are laying the groundwork for the realisation of the Malaysia Open Science Platform (MOSP), a strategic transformative project to strengthen Malaysia’s STI Collaborative Ecosystem.
“The Malaysia Open Science Platform or MOSP aims to connect raw research data, then collaborate and share,” Hazami explains. “By creating a reliable platform that enables accessibility and sharing of research data aligned to national priorities and international best practices, this initiative seeks to transform Malaysia’s research data into a valuable national asset.”
Hazami is passionate about science and technology because it has the power to change the nation. “I’m attempting to make a change, and one of those changes is in the area of science and technology.”
For her, the most meaningful contribution in her 26 years in the academy was when the government accepted 80% of their recommendations for transforming and creating change and an ecosystem. “For now, our current areas of focus are strengthening governance, the innovation ecosystem and the sustainability of R&D funding.”
A change in paradigm towards a growth mindset among policymakers, scientists and the younger generations is her greatest challenge and greatest passion. She believes that when decision-making is based on data, it can provide the best solution possible.
Hazami strongly believes that Malaysian women are more than capable of pursuing careers in science and technology. They hope to have a strong support network to help them succeed in those fields, whether as practitioners or scientists.
“Our goal is flexibility. We need to have an open work environment and open innovation because we can work from home as researchers and scientists. We are more adaptable now. If we can accomplish this, more and more women will contribute to the workforce more effectively,” she says emphatically.
By reaching out to the top management and demystifying technical terms, OpenGov Asia, a steadfast supporter of Malaysia’s digital transformation journey and an advocate for citizen-centric development, will continue to help bring about change. Hazami concludes by urging top leaders to practice a growth mindset for the betterment of the country.
Hazami strongly believes that over the course of the next five years, ASM will continue to serve as a catalyst for change and create the science, technology, innovation, and economy (STIE) ecosystem for the entire nation towards the full potential of digital transformation, including the Malaysian transformation and the humanisation of the economy. “Leaders’ courageous decisions pave the road to successful digital transformation.”