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The United Nations Office on Drugs and Crime estimates that US$800 billion to US$ 2 trillion is laundered through worldwide financial systems each year. That is an astonishing 2-5% of global GDP. The fight against money laundering and other financial crimes is a never-ending battle. No sooner have financial institutions got to grips with one tactic, than the criminals have moved on to new methods and alternative strategies.
The rise of the digital economy during the Covid pandemic has opened new avenues for financial crime and the perpetrators have been quick to exploit them. Often financial institutions are hampered by outdated legacy systems and software which make it hard to comply with updates and new measures which are introduced to reinforce AML frameworks. The criminals, by contrast, are nimble and can adapt quickly.
In this ongoing fight against financial crime, financial institutions must stay ahead of the myriad of ways bad actors are trying to infiltrate their systems. Increasingly, cutting-edge technologies such as advanced analytics, AI and ML have become the ammunition deployed by banks to bolster their frontline defence.
To mitigate challenges posed by such crimes, financial institutions are increasingly looking to AI and ML to help them get the upper hand – to harness the potential of advanced analytics.
Most financial services companies are aware that AI is getting faster and cheaper and offers smarter ways to tackle financial crime. For example, AI can scan enormous amounts of data and identify patterns, behaviours and anomalies faster than any human can. It can analyse voice records and detect changes in emotion and motivation that can give clues about fraudulent activities. AI can investigate linkages between customers and employees and alert organisations to suspect dealings.
Singapore, as one of the major financial hubs, has worked together with the regulatory agencies in the fight against financial crimes like money laundering and terrorism financing (ML/TF). The regulatory authorities and law enforcement agencies are keen to tap public-private collaboration and catalyse the effective use of enabling technologies to prevent criminals from abusing the financial system.
Singapore financial institutions are also looking at better ways to stay ahead of the bad actors and keep the robustness of the entire ecosystem. This points to the question: How can financial institutions take advantage of the tools and techniques available now while preparing themselves for what the future might look like?
The Fraud and Financial Crime Day held on 07 Apr 2022 was aimed at imparting knowledge on how Singapore financial institutions can accelerate the adoption of cutting-edge technologies like advanced analytics, artificial intelligence and machine learning to fight the ever-evolving financial crimes.
Contending with the threats of fraud


Kicking off the session, Mohit Sagar, Group Managing Director & Editor-in-Chief, OpenGov Asia acknowledges that the pandemic brought significant changes in culture and perspective. However, the technology that was adopted was what he calls, “band-aid technology” – ad-hoc and temporary measures to stay afloat during the crisis.
The pandemic moved things quickly – organisations grew sophisticated in their use of digital tools quickly and began using deploy tech rapidly. Moreover, culture and the perspective on tech have changed fundamentally. While banking was once leading the market in tech deployment, retail has taken over because consumer habits have changed to accommodate stay-at-home orders and movement restrictions.
In the digital age, the implications of financial crime against banks and other financial services institutions are accelerating rapidly, Mohit asserts. Fraud prevention now represents one of the biggest areas of concern for the financial services industry and is likely to have bigger ramifications in the coming years. There is the fraud that goes undetected, impossible to account for and assess.
Digitalisation presents opportunities and challenges. Technology as a tool is a two-edged sword capable of swinging both negatively and positively. The same thing could be said for financial crimes cases. While technology serves investigators and prosecutors in their fight against crime, it has also given criminals an easy way to carry out fraudulent practices.
Closing his address, Mohit strongly recommends organisations look for specialists to partner with. “Let the experts do what they do best,” Mohit urges. “It not only allows the best systems and infrastructure to be put in place but also frees up the organisation to focus on driving growth.”
Harnessing technology against fraud


Gerard McDonnell, Fraud & Security Intelligence Regional Solution Director, SAS spoke next about how advanced analytics, AI, ML and robotics can help to mitigate major disruptions.
Police figures show that there was US$ 67 million worth of scams in 2021 and swindlers laundered nearly US$ 3.72 billion conned from over 10,100 victims in internet, phone and investment scams in Hong Kong and abroad through local bank accounts and cryptocurrency wallets over the past 4½ years.
Gerard pointed out that the current climate is the perfect storm for scam attacks. The pandemic has driven the “unbanked” into the digital banking world. However, the “newly-banked” are clueless and emotionally vulnerable while scammers are getting smarter and more sophisticated.
Against such a backdrop, understanding the identity of an online user is the cornerstone to solving the complex business challenges across the customer lifecycle, Gerard claims.
Introducing identity security, Gerard explained the approach SAS takes in building the digital hub and ensuring identity security – the orchestration of intelligence, ML and decisioning, authentication and digital identity.
Gerard shared the case example of Axcess Financial. For 25 years, the organisation has served hardworking people who have experienced life’s unpredictable moments to obtain the money they need when they need it.
Axcess Financial had traditional fraud detection measures in place, but its legacy system was not designed to handle today’s sophisticated and coordinated attacks. As the business grew, so did the number of fraudulent applications, resulting in substantial monetary losses.
Axcess Financial turned to SAS because it needed a better way to detect and adapt to new identity fraud trends in real-time.The results were excellent:
- Millions of dollars were saved by addressing first-party, third-party and synthetic fraud
- Fraud trends were identified in real-time while reducing false positives
- Third-party fraud was cut by more than 80%
- Multiple layers of authentication were put in place data for rapid, centralised authentication of digital users
- There was higher customer satisfaction and a more streamlined application process for good customers
As the only vendor that is a leader in Compliance, Data Management and Data Science, SAS offers the following advantages:
- Smarter More Agile Decisioning: Richer, more accurate fraud scoring. Less False positives, more True positives
- Smarter ‘End-to-End’: Better results for all the components; KYC, screening, authentication, fraud, AML
- Better Customer Experience: Faster, seamless experience for ‘good’ customers. Quicker detection of ‘bad’ customers
In conclusion, Gerard believes that there are tremendous benefits to be reaped from the use of AI and ML in fraud detection that can help financial institutions cope with the rise of financial crimes.
Deploying technology against financial crimes


“Is the deployment of AI to manage fraud and cyber security risk incidents an inevitable path?” Chen Jee Meng, Head of Financial Crime, Compliance, Maybank, Singapore begins. He points out the similarities across Financial Crime, Fraud and Cybersecurity domains: 1) Voluminous, 2) Costs and shortage of expertise (versus increasing professional and technical sophistication of crime perpetrators and fraudsters), 3) Rule-based is important but needs to be augmented and 4) Evolving Environment e.g. changing typologies, increasing attacks, etc.
Accordingly, he proposes re-looking at several aspects: 1) Sufficiency of manual responses vis-à-vis fast-moving situations, 2) Handling a vast amount of data and 3) Adapting institutional financial crime risk strategies to a continually altering landscape
For Jee Meng, there are several use cases in AI applications in financial crimes and fraud.
Firstly, the use of risk scores with added parameters. It utilises traditional customer profiling based on data sets. However, the key differences are that profiles can be updated in real-time after each transaction and there is continuous learning in terms of the transaction amount, time, card use frequency and IP addresses. The net effect is that there is increased accuracy in the assessment of transactional fraud risk.
Next, it offers Digital KYC and helps in countering deep fakes.
Thirdly, it has applications in Financial Markets for the detection of anomalous behaviour e.g. insider trading.
In cybersecurity, there are also notable use cases, Jee Meng notes:
Advances in Combating Anomalies
Continuous monitoring of variances in network traffic e.g. detecting risky patterns in email sending frequency that may point to the use of email for an outbound attack.
Detection of Social Engineering and Spam
The identification of not-safe-for-work and other images (such as logos) or to better detect spam email and phishing attempts, emails with hidden content and messages from newly created domains.
Detection of Advanced Malware
While the traditional approach involves monitoring and searching network traffic for known indicators of compromise, deep learning involves analyzing massive data to make inferences about malware before it is ever opened.
In terms of tips on how to integrate AI into operations, Jee Meng offered two pieces of advice:
It is important to go beyond traditional cross-functional teams:
- Reviewing key enterprise AI capabilities
- Considering all data set, from existing to emerging sources
- Ensuring the right data was available for the right analytic techniques
Upskilling / Reskilling of the workforce is vital
- Employees have an ongoing fear of whether they will become redundant, which requires attention
- Recognising that human intervention is still required
- Shifting mindsets by providing the roadmap for a successful financial crime and fraud detection
In closing, Jee Meng highlights some of the challenges in AI deployment for many organisations. The first is that organisations need to consider the various distribution, channels and products. Secondly, AI needs to be adapted to detect fraudulent and cyber threats – AI needs to be constantly tweaked, tuned, and measured for continued effectiveness. Finally, AI needs to be built on realistic Anomaly Detection Algorithms versus the Changes in the Enterprise Behaviour (i.e. non-static).
Combating money laundering through technology


Ahmed Drissi, Anti-Money Laundering Lead, APAC, SAS, spoke next on the use of technology and the best practices banks need to fight money laundering.
“How do we fight crypto money laundering,” Ahmed asks. “Crypto is fast becoming a mainstay; financial institutions need to understand the latest risk and how it will impact our customers.”
In reviewing the crypto market, he notes how events have been responding to this growth. “It took about 50 years to grow credit cards’ volume of payments from 0 to US$14 trillion across companies and only 4 years for US$ 4.3 trillion in cryptocurrency payments!”
The initial response from banks was the de-risking of crypto because of cross border concerns, anonymity and intermediaries. However, financial institutions are embracing Cryptocurrency Custodial Services in 2021:
- PayPal is adding crypto buying, selling, and custody features to “Venmo and select international markets”
- Deutsche Bank plans to offer crypto custodianship, trading and token issuance services.
- BBVA Bank offers crypto trading and custody
- BNP Paribas offers security token transfers
He notes the following trends about the stand of financial institutions vis-à-vis cryptocurrency.
- FIs offering crypto services (i.e., Fidelity, Square, DBS…)
- FIs providing services to Crypto Businesses (i.e., Signature, Provident.)
- FIs Observing or not engaging with Crypto-Assets
Yet all the above FIs, Ahmed notes, face the risk posed by cryptocurrencies through their customers buying cryptocurrency. The challenge, then, lies in recognising the differences between money laundering and regular crypto exchange
He gave two examples of the risk that financial institutions face:
- Decentralised Exchange
Unlike centralised exchanges held on platforms and properly regulated by the same AML regulations, decentralised exchanges have No KYC, No SARs (STRs), No transaction monitoring, No registration and No record-keeping
- Risk of NFT
Money laundering for NFT can take the following process:
- Placement: Illicit actor purchases NFT with ill-gotten gains (e.g., ransomware, Dark Web)
- Layering: NFTs purchased and sold by and among illicit actors without limitation
- Integration: Illicit actor sells NFT, absent formal record or justification for the movement of funds
In a review of the Crypto Regulatory Landscape, Ahmed shares that in September 2020, FATF released a report on Virtual Assets Red Flag Indicators of ML/TF. That meant that for banks to detect any of the red flag indicators of ML/TF, they must be able to accurately identify and monitor all crypto-related transactions.
Accordingly, FATF requires obligations to obtain, hold, and transmit required originator and beneficiary information associated with Virtual Asset transfers to:
- Identify and report suspicious transactions
- Take freezing actions
- Prohibit transactions with designated persons and entities
VASP Identity fields are also required by FATF:
- Originator’s name
- Originator’s account number where such an account is used to process the transaction
- Originator’s physical address or national identity number or customer identification number that uniquely identifies the originator to the ordering institution, or date and place of birth
- Beneficiary’s name
- Beneficiary account number where such an account is used to process the transaction
However, Ahmed also notes that there are emerging challenges for VASPs:
- The ‘sunrise issue’ staggered enforcement of crypto AML regulations
- Counterparty VASP Due Diligence
- Cybersecurity, privacy and data protection
Ahmed shared some of the best practices in monitoring virtual currencies in the payment networks. A typical name-based system may entirely miss up to 70% or more of the crypto exchanges out there and up to 90% of the actual transaction volume.
Most open-source lists are incomplete, perhaps covering the top 100 exchanges, leaving out the other 600+ exchanges. Many exchanges do not operate a business under their popular name. He concludes that name matching is not sufficient to find all cryptocurrency exchanges, resulting in significant missed exposure.
For Ahmed, better red flag indicators of ML/TF are:
- Converting a large amount of fiat currency into VAs with no logical business explanation
- Potential crypto money mule or scam victims
- Sending funds directly to high-risk or sanctioned regions
- Sending funds directly to a wallet tainted by a sanctioned entity
- Direct and indirect transactions with dark markets
- Use of mixing services
In conclusion, Ahmed emphasised the importance of understanding the threats from cryptocurrencies because of their increasing preeminence. Fighting money laundering has become a complex challenge that requires intelligent solutions.
Fireside Chat with Frankie Phua
On the trade-off between offering convenience and safety in services, Frankie remarks that, as banks digitise, the inclination is to make it easy and seamless for customers. However, if the customer journey is too simple, scammers can socially engineer the behaviour of the customers. For him, scams are a big problem but they should not stop the process of digitisation. The key lies in educating the public on how to respond to scams.
When it comes to transactions outside the box – the anomalies – Mohit was keen to know if the responsibility lies with banks and whether banks should pick it up.
Frankie believes that it depends on the types of fraudulent activities. If it is an impersonation scam, it might be difficult for the banks to alert their customers. Where the bank could step in is in phishing and third party scams.
Regarding the use of tech and AI in the messaging for customers, Frankie does not believe that any one population is more vulnerable to scams and opines that scams apply to all. In this case, there is no need to segment the market. The important thing to do is to educate users on phishing scams and ways to be vigilant.
Confidential Computing in mitigating money laundering


Christopher Tan, Partner Revenue Acceleration Director – APJ, Intel, spoke next on ways to create trust, reduce cost and complexity, as well as make confidential computing a reality.
“Achieving digital transformation remains challenging,” Christopher opines. There is an expectation that today’s (or yesterday’s) technical foundation will work well for digital transformation, which can be a dangerous assumption. Digital transformation pushes the boundaries of what is needed from a technology foundation.
For Christopher, it is not just about performance, but also about data placement, security, and productivity without boundaries. He has three indicators: 1) Performance: Performance is just one component of building the right foundation for digital transformation, 2) Data Placement: More demands on storage and networking for strategic data placement that optimises for analytics and AI and 3) Security: Need for security at scale to support workforce and data in a distributed world
Christopher shares that Intel’s commitment is helping customers advance their digital transformation plans today while also setting them up for the future with the right technology foundation.
From his experience interfacing with customers, there are four key areas of concern:
- Work is decentralised and employees need ways to connect and stay productive.
- There is a need to go faster in cloud adoption as an effective way to scale services and be agile
- Data analytics and AI only continue to grow in importance where it is more important than ever to be able to analyse data that creates intelligence everywhere for better outcomes
- Security continues to grow in importance with a decentralised workforce – the growing adoption of edge computing makes it paramount to have a comprehensive and multilayered security strategy
As the world becomes more connected, organisations are seeing exponential growth of data, Christopher observes. To process the data, new computing opportunities such as cloud, edge and analytics are transforming business operations. But those transformations can drive complexities for IT that could increase risks to the business if security is not addressed. As such, security must go hand-in-hand with transformation.
A few trends are emerging in the Security Landscape, and Intel is relentless in its pursuit of establishing a trusted foundation:
- Encrypt everything, throughout the lifecycle, from data generation through retirement
- Keep workloads and data isolated
- Build a chain of trust that is rooted in silicon
- All of these can help with compliance with policies and regulations
- Effective security is built on a foundation of trust.
He observes that everyone knows that data should be encrypted when it is being stored and when sent across the network. What about data when it is actively processed in memory? Christopher believes that protecting and creating confidentiality for data in use is the new frontier.
Christopher spoke about Confidential Computing powered by Intel ® Software Guard Extensions (SGX). SGX is a system of architectural enhancements defined to help protect application integrity and confidentiality of data and to withstand certain SW and HW attacks.
Intel® technologies built into the platform address more protection against specific types of attacks. But data in use in memory must be protected in real-time against attacks, too. Intel is devising technologies that allow developers to harden their applications to help protect very specific parts of their code and data as it resides in memory.
Christopher articulates the following features of SGX:
Help Protect
- New Instruction Set Architecture (ISA) extensions
- Enables memory regions (enclaves) with security features
- Helps isolate enclaves from malware and privileged
software attacks - Processor helps control access, helps prevent intrusion,
encrypts transported/stored data
IT Benefit
- Reduces attack surfaces
- Supports attestation, keys
Developer Benefit
- Familiar development environment
- Familiar application deployment model
SGX looks to solve three key challenges:
- Execution isolation at the Trusted Execution Environment boundary. This results in data unencrypted inside the CPU package, while data outside is encrypted and integrity-checked.
- Attestation and sealing at the Trusted Execution Environment boundary. Hardware-based attestation provides remote assurance that the right application is executing on the right platform.
- Recovery from hardware issues – TCB Recovery is the process of being able to cryptographically demonstrate that the TCB has been updated to fix a potential security issue.
It is virtually impossible for enterprises to control how external entities process and secure their data, thus risking compliance issues.
In closing, Christopher encourages delegates to start with the right foundation and expressed that Intel architecture can help institutions accelerate digital transformation. He also urged delegates to avoid digital transformation roadblocks and to work with the ecosystem to make the right technology choices to avoid disruption. Finally, with the right foundations in place, institutions can help execute with confidence.
Fireside Chat with Vijay Gopaladesikan
The discussion began with the question of how organisations can be more effective in fighting financial crime. Vijay points out the importance of support from senior management, adequate budgeting, processes, policies and standards and information sharing. More importantly, he highlights the various initiatives by monetary authorities all around the world in information sharing.
“We can be effective only when we are efficient,” he opines, “and information sharing is the first step towards improving efficiency.”
He shares some trends that he has observed: 1) Regulatory authorities are increasing the watchlist content and autonomous sanctions and 2) In the field of cryptocurrencies, there is an expectation for financial institutions to stop transactions involving wallet addresses of sanctioned parties.
Additionally, VASPs and Crypto exchange providers deemed high-risk need to be interdicted.
Vijay suggests some practical considerations when dealing with such threats:
- Understanding the institution’s risk tolerance and appetite statement
- Conduct targeted screening and identify the watchlist that the institution wants to screen.
- Explore the automation in the identification of good guys
- Work towards intelligent process automation – making the system react more intelligently and reapply processes when the same situation arises.
Vijay advises looking into supervisory technology adoption because regulators are adopting AI and ML. He opines that the focus on technology is appropriate and important but that should not cause people to neglect the basics – the use of advanced technology and anchoring in fundamentals go hand in hand.
Fireside Chat with Johnson Poh
When asked about his observations, Johnson remarks that the application of AI and ML does not only apply to financial institutions and compliance. The key realisation here is that people need to understand that there is no one-size-fits-all solution.
He emphasises the importance of understanding the need for AI and ML and how to apply them. While most focus on the technology and the operational aspect, process and people are equally important. All must be integrated for successful implementation.
On the big hurdle that institutions face in deploying technology, Johnson suggests that the first step lies in understanding a problem statement and matching the correct solution. He breaks it down into four aspects:
- People and competency – Skillsets
- Technology – A rigorous platform to sustain implementation.
- Data – Ability to amalgamate all the data points
- Process – The link to how insights can be used.
Regarding the use of technology to solve financial crimes, Johnson believes that different solutions are required for different problems. It also involves ensuring that institutions have the correct data fabric, followed by experimentation to identify the algorithms that would be appropriate to solve the intended problem.
Johnson also broke down the different levels in the application of data and machine learning.
- Descriptive analysis – Describing data as it is.
- Diagnostic analysis – Diagnosing the problem and understanding the root cause
- Predictive analytics – Using more advanced techniques to be more pro-active in surfacing key insights
- Prescriptive analytics – Matured data platforms, people capability and business domain experience
On how AI and ML can help to reduce false positives, Johnson shares that the approach is two-pronged.
- Getting the data right – Setting up the relevant pipeline so that everyone in the organisation is empowered to harness data
- Asking insightful questions and going in-depth when the data fabric is set up
On a final note, Johnson emphasises the importance of intimately understanding the organisation’s needs and knowing the specific utility of AI and machine learning that the organisation is tapping as a solution. He concludes that there is much to be gained from the use of AI and ML, but that the application must be intentional.
Power Talk / Interactive Discussions


In the final segment of the day, Mohit moderated an interactive discussion, featuring panellists, Dr Stuart Christmas, Executive Director, Head of Surveillance Optimisation Standard Chartered Bank; Radish Singh, Partner/Principal – Head of Financial, Services Risk Management, Ernst & Young Advisory; Kenneth Koh, Head of Industry Consulting, APAC SAS; and Christopher Tan, Partner Revenue Acceleration Director – APJ, Intel.
The first poll asked delegates what their key challenge was in preventing financial crimes. Delegates were evenly split between legacy systems (27.9%) and criminal innovation (27.9%). The rest of the delegates went with the complex compliance landscape (20.9%), evolving financial landscape (18.6%) and other unlisted (4.7%) issues challenging.
Radish agreed that legacy systems are one of the major challenges that banks are facing due to the multiple systems. At the same time, she agrees with the perception that criminals are ahead of things. “As banks innovate, so do criminals,” she opines. “The ongoing question lies in finding the correct model and approach to managing financial crime.”
Dr Stuart added that he sees legacy systems not as old but as rules-based. Criminals are familiar with the rules-based system and can get through it. However, criminals who employ more sophisticated tactics escape – this is where AI and ML come in. In general, a rules-based system has become less relevant.
Kenneth also pointed out that the rules are not evolving fast enough and that the acceleration towards digitalisation has increased the risk.


The second poll asked delegates the use case that will help their organisation in the financial crime and compliance management space. Half of the delegates (50%) selected adjusting behavioural models to new fraud patterns with a low degree of latency. The other delegates were split between creating a data lake to help respond to regulatory demands (23.5%) and working with full datasets to analyse potential fraud (23.5%). The remaining delegates opted for using new data sources (2.9%).
In response to the polling results, Dr Stuart highlighted that fighting financial crime is an ongoing process because both the criminals and institutions are constantly learning from one another and getting better.
Radish opined that a more critical aspect for institutions is to challenge the status quo. The entire model of financial crimes has been developed in a defensive mode and institutions are not proactive in developing the system to cope with financial crimes.
Mohit comments that it all leads to culture. For Johnson, culture can only change with awareness and in-depth knowledge in the field not just across the implementers but right from the top.
The third poll asked about an organisation’s biggest compliance-related pain point. Most (34.4%) indicated that their major pain point was in the limited ability to dynamically adapt through using machine learning and decisioning on the fly, followed by the many ‘false positives’ that the AML system generates (31.3%). The remaining delegates selected high cost and effort to adapt to new regulatory guidelines (15.6%), limited ability to detect hidden legal entities (9.4%), not enough ‘true positives’ (6.3%) and poor or outdated data segmentation (3.1%).
Vijay opined that managing false positives is a real challenge. Businesses want to reduce that because the more people you stop, the more business you lose. He added that many partnerships take that into account.
In response to the poll, Kenneth shared two issues that he observed:
- Lack of a single view of fraud risk
- Detection models are often siloed
He proposes the use of hybrid models through network analysis. He added that the healthcare sector is also suffering from this due to the rise in medical collusion.
When asked about their organisation’s biggest pain point with respect to data, one-third (33.3%) consider coverage – collecting and compiling data globally – their biggest pain point. The remaining delegates were split between relevancy – data being stored in the right categories (25.6%), recency – data being up to date (23.1%) and others (17.9%)


Dr Stuart opined that missing data is an issue that many organisations. A delegate commented that there is a need to ensure that there is a standardised data government across the board, to break the silo and current model. Kenneth added that “you will never have a perfect data set,” which is why there is a need for a centre of excellence to support data management and oversight.
The next poll asked delegates to select the event that is most likely to drive change within their organisation. An overwhelming majority (72.5%) selected regulatory enforcement action while the remaining delegates chose reputational risk (17.5%) or competitor threat (10%)
Mohit pointed out that with regulation, institutions are often waiting for people to tell them what to do. Radish concurred and remarked that banks only react to regulatory enforcement rather than innovate, putting in only a defensive framework.
Another delegate added that digital banks are a huge threat, but no one is acknowledging the issue.
The final poll asked delegates how concerned they are regarding money laundering risks associated with cryptocurrency. About half (52.5%) were extremely concerned while the rest were moderately concerned (32.5%) or not concerned (15%)
A delegate opined that cryptocurrencies are on the radar for banks but they are not trying to understand the true risk. Another delegate pointed out that some ban it because of all the risks they see. Ahmed added that most have not enforced regulation because it is not a priority; he believes that organisations need to take time to understand crypto.
Radish opines that she would always be concerned because the risks exist. However, she notes that banks are trying to understand the source of wealth around and forming a risk understanding of it.
Finally, another delegate brought up a point about digital natives being the customers of the future. He pointed out that how digital natives leverage finance is different – the way they exchange funds with each other is materially different from digital immigrants.
A delegate mentioned that competition will be different in the future because of fintech. It is a completely uncharted space for everyone in the room. He observes that there is a lot of innovation in the space of fintech that institutions need to pay attention to.
Closing
In closing, Mohit wrapped up the session and thanked everyone for their enthusiastic participation and the illuminating sharing. He asserts the importance of adopting technology into managing fraud and crimes, imploring delegates to seek partnerships when it comes to protecting themselves against financial criminals.


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Singapore has grown into one of the world’s most advanced economies in just five decades, actively updating pro-business policies to keep pace with global advancements. As a highly open economy dependent on international trade, the Southeast Asian economic powerhouse is frequently regarded as a bellwether of world growth.
Robust investment in the tech sector has aided the country’s development. According to the Global Data Foreign Direct Investment (FDI) Projects Database, Singapore was the leading destination in the Association of Southeast Asian Nations (ASEAN) bloc for foreign investment in manufacturing, software and IT services in 2022. Semiconductors accounted for more than half of FDI, with 142 projects worth $8.2 billion in the first six months last year.
The country is continuing its efforts to be at the forefront of developing and adopting cutting-edge technology. Singapore launched the Smart Nation initiative in 2014 with one overarching goal: to support the development of people and businesses in an increasingly digital landscape. The initiative leverages developments in digital technologies to create seamless, tech-driven experiences.
Collaboration with businesses is critical to achieving the city-state’s goals. Enterprises with AI and data analytics capabilities, cybersecurity, immersive media, and the Internet of Things will be central to Singapore’s Smart Nation digital transformation.
Regulation, infrastructure, and people
Its commitment to development built on solid policies has allowed Singapore to grow into a regional – and now an increasingly global hub – for economic activity. And with a 60-year legacy, the Singapore Economic Development Board (EDB) is one of the drivers of this national transformation.
EDB has an established reputation for fostering economic vibrancy and relevance by attracting corporate or individual investors to use Singapore as a launchpad for their business ambitions in Asia and globally. The city-state has become a favoured location for major technology companies to establish their global or regional headquarters.
Jacqueline believes that one of the key factors contributing to Singapore’s success is its pro-business regulatory environment. The nation’s commitment to the rule of law ensures stability and predictability, which is highly attractive to businesses.
“Regulation in Singapore is extremely progressive and pushes the envelope. Tech companies are looking for a place that has facilitative regulation that allows data, for example, to flow and be analysed easily. Singapore does not have specific rules related to data residency. We want to be a data hub and a place where data analytics can be done without much hindrance. We have also set up frameworks to both facilitate the development and use of AI and are thinking of ways in which to think about governance and ethical use of AI,” Jacqueline explains.
Additionally, Singapore’s robust infrastructure and talented workforce are crucial elements that support the nation’s continued growth and prosperity.
Infrastructure is critical for any country aspiring to become a tech-empowered powerhouse. Renowned for its excellent infrastructure and connectivity, Singapore is a top choice for companies looking for a reliable base. As a result, the city-state has emerged as a hub for submarine cables and data centres, with the widespread availability of high-speed wireless broadband access, including 5G and 4G networks.
The Singapore Government also promotes experimentation and innovation by establishing regulatory sandboxes to test new and innovative initiatives and technologies. These sandboxes allow for experimentation in a live environment, with guardrails to protect the public.
“We’ve got sandboxes in various areas. And one of the more famous ones is in fintech. For example, the Monetary Authority of Singapore has set up a sandbox for FinTech innovation over several years, resulting in some interesting developments and ventures that have gone on to do big things,” Jaqueline shares.
Leading technology companies offer exciting projects and the right scale to attract software developers, UI/UX designers, machine learning experts, and IoT specialists.
To attract talent and help companies build their A-team here, Singapore has introduced various employment passes and made the application process smoother and more transparent.
“If you’ve got enough of a base of people doing big and interesting things, they attract other people who want to learn from them and take part in that journey. Cutting-edge projects can come from big tech companies or MNCs but we’re very proud to say that some of the tech startups we incubate are also working on interesting things,” says Jaqueline.
Southeast Asia is emerging as a digital innovation and startup hub for the world, given the region’s population of approximately 650 million, most of whom are under 35 years old. This demographic, combined with the region’s economic growth and increasing technology adoption, creates a conducive environment for digital innovation and startups to thrive.
As a result, Southeast Asia is attracting significant interest from investors and entrepreneurs worldwide, making it a hotspot for digital innovation and startups. However, with competing countries in the region, Singapore needs to ensure that it remains an attractive destination for top-tier talent by fostering an environment that supports innovation and growth.
Jacqueline and her team are also championing advanced manufacturing, which already has exciting developments in robotics and IoT. There are also interesting innovations in various technological fields, such as AI, cybersecurity, Web 3, and fintech. These areas present new opportunities for Singapore to remain at the forefront of technological innovation and attract top talent and leading technology companies.
“Another big emerging area for Southeast Asia is SaaS. There will be a lot of cloud computing solutions adoption and exciting developments in B2B SaaS over the next decade, says Jacqueline, adding that she is convinced there will be growth in this area amid the current slowdown in the global economy. Even though the tech sector globally is facing some current headwinds, its long-term prospects remain strong. Previous market corrections have also shown that some of the best and strongest companies emerge from within a down cycle.
With its conducive environment for digital innovation and startup growth, Singapore is well-positioned to take advantage of these developments and emerge as a leader in these emerging technological fields.
Technological advancements create exciting opportunities for small businesses. The availability of top talent, a supportive regulatory environment, and access to funding make Singapore an attractive destination for companies looking to capitalise on tech innovation and achieve long-term success.
LKYGBPC to refine the business
Jacqueline has been involved with the Lee Kuan Yew Global Business Plan Competition (LKYGBPC) as a judge for some years. Her involvement with the competition demonstrates her commitment to fostering entrepreneurship and supporting the growth of startups in Singapore and beyond.
The LKYGBPC provides aspiring entrepreneurs and startups a platform to showcase their innovative ideas and gain exposure to investors, mentors, and industry experts.
She has been impressed by the high quality of submissions – from startups to post-revenue companies to businesses with fully-fledged minimum viable products evaluated in the marketplace. They reveal a level of maturity in terms of having a solid business plan and demonstrating a use case in real life, including finding a market for their product.
The competition provides an excellent opportunity for entrepreneurs and startups to refine and improve their business concepts and gain exposure to investors and industry experts who can provide valuable advice and support.
“It’s a great opportunity to get feedback from judges. And if you win, it’s a great opportunity for you to market your startup, your concept and your product,” she states emphatically.
In Southeast Asia, many issues need to be addressed, which present significant potential for entrepreneurship and innovation. Jacqueline believes that entrepreneurs should focus on developing products and services that solve real-world problems. By creating solutions to these problems, entrepreneurs can contribute to the digital economy in the region and have a positive impact on society.
Jacqueline’s emphasis on problem-solving highlights the importance of creating products and services that have a tangible impact on people’s lives. Entrepreneurs can create solutions that benefit society and drive sustainable growth and development.
“There are many problems to solve – digital payments, wealth management, asset management and investment insurance,” Jaqueline acknowledges. “Moreover, there is much potential in the sustainability space, particularly in carbon services, monitoring, verification, and reporting for carbon credits. With the Southeast Asia region’s growing focus on sustainability, entrepreneurs can develop innovative solutions to help address the pressing environmental challenges facing the world today.”
Jacqueline encourages more women to participate in the tech industry, knowing there is ample opportunity for them to contribute to both the engineering and non-engineering aspects of technology. As a prominent woman in tech herself, she recognises the value of diversity in the industry and the need to increase the representation of women in technology-related fields.
“Tech is everywhere. And that requires a whole range of skill sets. There’s a common misperception that tech means you need to be a software developer or a machine learning expert. If you’re interested in hardcore engineering, there are many places for you to be and very good job prospects, but tech is now a sort of broader concept. Tech needs soft skills,” she elaborates.
Jacqueline’s perspective highlights the value of diverse backgrounds and skill sets in the technology industry. At the top of the field, she says, quite a few CEOs come from non-engineering backgrounds, having studied History, Anthropology, English language and Literature.
This shows that doing well in the sector is not limited to individuals with just one type of educational background or expertise. There are many opportunities for people with different experiences and abilities to contribute to the growth and success of tech companies.
In addition, advanced technology like quantum and AI has far-reaching implications and requires technical skills and a broader understanding of governance, regulations, ethics, and other related areas. Jacqueline’s background in social science – she used to be an economist – has lent to her belief that it is essential to have individuals with diverse backgrounds and skill sets working together to ensure that these technologies are developed and used responsibly and ethically.
While technical expertise is crucial, the inclusion of social science and humanities backgrounds can provide a deeper understanding of the impact and implications of technology on society. It is essential to have a diverse and inclusive workforce that represents different backgrounds and experiences to drive inclusive and comprehensive innovation and success.
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The objective of the Singapore Global Enterprises (SGE) initiative is to transform a new generation of promising Singaporean businesses into global market leaders.
While maintaining a strong presence in Singapore, these SGEs will have a substantial global footprint and market presence, a robust supply chain, and market leadership in innovation and product segments. This will result in substantial economic advantages and employment opportunities for Singapore and its citizens.
The SGE initiative expands on the flagship Scale-Up initiative. It will use existing schemes and programmes, as well as create new ones, to provide targeted and tailored assistance to selected companies with ambitious growth plans in certain areas.
Increasing the companies’ capabilities in key areas such as digitalisation, sustainability, internationalisation, and growth financing, as well as assisting them in expanding and anchoring core business activities in Singapore.
Businesses can invest in cutting-edge digital technologies and tools to boost operational efficiency, customer engagement, and data analytics. They can also use digital marketing strategies to increase their reach and online presence. They can also use automation and artificial intelligence (AI) to improve business processes and decision-making abilities.
Other areas that can be scaled up include enabling companies to develop and deepen a strong talent pool for the future through the Singapore Global Executive Programme (SGEP) and building sustained innovation capabilities through the establishment of in-house R&D centres, allowing innovation to be developed as a core competitive strategy.
Besides, it expedites companies’ global expansion to grow their market networks and international footprint, as well as diversify their supply chain. To amplify this effect, EnterpriseSG will launch a new Scale-Up X programme, which will include a variety of targeted capability development support, one of which will be on Investment & Initial Public Offering (IPO) Readiness, which will strengthen companies’ capabilities to tap public and private markets for growth capital to help them scale up.
Additionally, as part of the Enterprise Sustainability Programme (ESP), EnterpriseSG and its partners are launching new courses for businesses on decarbonisation and sustainable finance. The courses will begin in April 2023.
Along with the new courses, EnterpriseSG is collaborating with three new partners to provide additional ESP Foundational Courses. Since their inception in January 2022, the Foundational Courses have benefited nearly 400 participants.
According to Geoffrey Yeo, Assistant Chief Executive Officer (Sustainability and Enterprise Finance), EnterpriseSG, participants of their first series of foundational courses have provided positive feedback that the courses have helped to provide a structured framework to view sustainability as a business strategy and how it is relevant for their business.
They hope that the additional foundational courses will help more businesses bridge the knowledge gap and kickstart their sustainability journey. They have also seen an increase in the number of companies eager to delve deeper into specific areas such as decarbonisation and sustainable finance. The new thematic courses on these two topics will provide businesses with a better understanding of how to decarbonise their operations and access sustainable finance to propel their businesses forward.
In addition to the ESP courses, EnterpriseSG will create thematic and sectoral sustainability playbooks to help businesses understand sector-specific opportunities and key sustainability topics like decarbonisation and sustainability reporting.
EnterpriseSG will create a one-stop website to house resources and information on whole-of-government support measures to make it easier for businesses to access sustainability information and resources. Companies interested in embarking on sustainability projects such as strategy and product development, resource optimisation, and standard adoption can also take advantage of the Enterprise Development Grant, which has been extended until 31 March 2026.
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The PANRB Ministry of State Apparatus Empowerment and Bureaucratic Reform in coordination with The Ministry of Communication and Information Technology has developed the Public Services Portal. The portal serves as a unified online hub for public services.
This portal’s development has progressed to enhance the outcomes of IT security assessment and usability testing. The public will soon be able to use the site and apps that combine several public services with a single login, eliminating the need to maintain separate accounts for each.
The service’s app has been submitted to the mobile application store but is still under maintenance after their feedback. The Public Service Portal will be demonstrated for use after the fixes. The Public Service Portal will be available to the general public in April and May.
“The Public Service Portal provides information to the public regarding the rights obtained and the obligations that must be fulfilled,” said Deputy for Public Services of the Ministry of PANRB Diah Natalisa in the Focus Group Discussion (FGD) Synergy of Portal Development Public Service, in South Jakarta.
The Electronic Based Government System is bolstered by creating a Public Service Portal (SPBE). The Public Service Portal was designed with the community in mind, with the individual as a supporting character. Diah highlighted that in a citizen-centric setting, there are two services available.
An individual’s age, location, income, gender, level of education, and health status are just a few examples of the demographic factors that the public service portal considers when making personalisation suggestions in the doorway. The second type of service is predicated on a system of rights and duties.
Aligning with the National SPBE Team, which is based on Presidential Regulation no. 132/2022 about SPBE Architecture, the Public Service Portal’s service integration strategy has been refocused. The Presidential Decree includes several strategic measures, such as online SIM issuing, social aid, and education integration.
Moreover, the Draft Presidential Instruction on the Acceleration of the Implementation of the SPBE Architecture expands the locus through which integration is meant to be understood. The public service site has been updated to include cross-border services. The second quarter of the future is expected to concentrate on integrating transportation services, whether air, land, or sea.
We also welcome the Ministry of Transportation as the service owner that will be incorporated shortly,” Diah mentioned. The goal of the hybrid FGD meeting is to get a consensus on which services should be integrated first and how government service portals should be built and improved.
To avoid the concept of “one innovation, one application,” a single sign-in site is in keeping with the digital transformation strategy of PANRB Minister Abdullah Azwar Anas. The general public or businesses using the service do not need to go through unnecessary hoops like downloading several apps, making multiple accounts, or entering the same information more than once.
Anas claimed that SPBE was essential to improving how well the government served its citizens. Access to government services may be sped up and made more convenient with technology and digitalisation. Anas stated that, between 2020 and 2022, 10,799 complaints were lodged over the government’s digital services. “Among the complaints are protests from locals,” Anas explained. “Yesterday, they filled in the data in the prior application; today, another application from a related industry was entered; and today, they were told to fill in the data again.”
Future consolidation of digital services will be driven by population information. The Digital Public Service Mall (MPP) is the first to implement the concept of a “single sign-on” that eliminates the need for users to create different accounts and download various programmes.
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Having robust, effective, and easily accessible healthcare is essential for enhancing the standard of living, achieving better treatment results and increasing lifespan. Tech-enabled progress made in the field of medicine has been a boon, with groundbreaking innovations and discoveries paving the future of healthcare.
The healthcare sector is witnessing a rapid transformation, with the emergence of new technologies that promise to tackle the most pressing global healthcare challenges. MedTech has become increasingly crucial in this context and has opened up a plethora of possibilities for healthcare professionals to advance their skills and knowledge and expand their reach to underserved regions.
The advent of innovative healthcare technology has empowered doctors to provide better care to a greater number of people, irrespective of their geographical location and help prevent and combat emerging diseases effectively.
Technological advancements offer more effective medication, more accurate diagnostics and improved drug delivery systems giving hope for better patient care and prognoses. Integrating healthcare components through technology can also lead to more efficient and accessible healthcare services while lowering costs.
The healthcare industry hugely benefits from technology, which has been the driving force behind the significant progress made thus far. Technology will continue to play a crucial role in catalysing further advancements in healthcare, enabling healthcare professionals to provide better care, develop innovative treatments and improve patient outcomes.
The Impact of Digital Technology on Healthcare
“The outbreak has brought about a significant transformation in the digital healthcare landscape. With social distancing measures in place, teleconsultations have become increasingly prevalent, and patients, as well as healthcare providers, have had to adjust to this new format of healthcare delivery,” Prof Lawrence explains.
While the adoption of teleconsultations has seen a good uptake, other digital systems such as digital identification for tracking hospital entry and exit have encountered hurdles during implementation.
Prof Lawrence has identified the lack of an integrated healthcare ecosystem as a major challenge to the successful implementation of telemedicine. While video consultations are prevalent, the scarcity of examination tools and delays in medication delivery remain major obstacles. The limited access to medical information and the inability to provide detailed explanations or drawings further impede the progress of telemedicine.
Additionally, elderly patients, and other segments of society, may have difficulty using technology. Moreover, telemedicine cannot replicate the nonverbal and emotional aspects of in-person interaction. To overcome these obstacles, he feels, telemedicine in healthcare consultations and visits must be refined and expanded.
Prof Lawrence emphasises the need for the medical industry to evolve and improve its diagnostic and treatment capability. Current diagnostic techniques are limited to the five senses but there is a significant potential to collect more accurate and comprehensive patient data through the integration of sensors and artificial intelligence (AI) technology. This could lead to more precise diagnoses and tailored treatment plans, ultimately improving patient outcomes.
“Telemedicine may have some advantages, such as reduced travel time and longer appointments, but it will only be successful if patients see it as a viable alternative to face-to-face consultations,” Prof Lawrence reiterates. “It is important to have a gradual evolution and improvement in the medical industry, as opposed to dramatic changes driven by hype.”
He believes current medical developments primarily focus on the developers and creators rather than the end-users. This approach needs to be reoriented towards a more user-centric model for future medical development, including its cost-effectiveness.
Systems should be developed that take into account the specific needs and preferences of patients, healthcare providers and other stakeholders. This would ensure that healthcare development is better aligned with the needs and goals of those who will ultimately benefit from it
Academia should be incentivised to look out for interests outside of its own research driven solely by academic interests such as self-serving publications and ranking are no longer practical nor justifiable by public funding. There is a growing consensus that the focus of research should shift towards the development of practical applications.
In addition, he stresses the importance of investors in promoting innovation and addressing gaps within the healthcare ecosystem. He suggests that investors should prioritise addressing population-level issues, rather than focusing solely on niche areas.
As people’s lifespans continue to extend, addressing the requirements of an ageing population has become increasingly critical. It is crucial for startups to thoroughly explore this market and develop innovations specifically tailored to the needs of this demographic.
Drawing on the example of Singapore, which has implemented technology to support its elderly population, he suggests investors consider this increasingly important and growing segment when evaluating potential startups for investment.
“To effectively address the complexity national healthcare poses, a systems approach to problem-solving is necessary, where sustainability and equality take precedence over profits,” advocates Prof Lawrence. “Rather than focusing on building more structures, it is important to prioritise addressing issues of affordability and inequality through technology.”
Urban Ideas and Solutions Through LKYGBPC
The Lee Kuan Yew Global Business Plan Competition (LKYGBPC), which began in 2001, is a biennial global university start-up competition hosted in Singapore. Organised by Singapore Management University’s Institute of Innovation and Entrepreneurship, focuses on urban ideas and solutions developed by student founders and early-stage start-ups.
Prof Lawrence, who serves as a member of the judging panel, believes assigning mentors to teams based on their area of expertise can offer valuable guidance and support. This is just one of the many initiatives undertaken by the panel to foster, encourage, and sustain the entrepreneurial drive of the LKYGBPC participants.
In his view, when discussing the fundamental contrast between innovation and entrepreneurship, he feels that innovation involves tackling issues with fresh perspectives and novel ways, while entrepreneurship requires both discipline and adaptability in managing growth.
“Many people fail in business because they lack discipline and work independently,” says Prof Lawrence. “Cultivating a larger community of individuals who are adaptable and capable of working as part of a team is critical to entrepreneurship success.”
He considers seeking advice and collaborating with others crucial to surmount obstacles in innovation and entrepreneurship. Innovators should be willing to seek the assistance and counsel of others, particularly those with expertise in areas such as regulation or commercialisation.
People must understand that there are unique challenges at each stage of the process and bringing them to the right people to help solve them is important. Moreover, entrepreneurship demands financial discipline that benefits from the guidance and mentorship of multiple individuals.
Singapore’s drive to remain competitive in the global arena is a case in point. The country, he says, serves as a springboard, connecting people and providing access to other countries. To attract and retain talent and expand into new markets, he recommends leveraging Singapore’s strengths, such as its robust education system and its position as a hub for the Asian ecosystem.
Prof Lawrence co-invented the revolutionary Master and Slave Transluminal Endoscopic Robot (MASTER), which has now been incorporated into Endomaster.
He has mentored three startups in the fields of photonics and medical technology to identify potential failures and early warning signs through his own experiences.
Prof Lawrence has served as co-chair for the Gut & Obesity in Asia (Go Asia) Workgroup, which investigates the correlation between obesity and gastrointestinal and liver ailments in Asia.
In summation, he stresses the importance of perseverance in the face of adversity, as it enables individuals to learn and prepare for future challenges.
“Those who have never failed or struggled in the trenches may not be able to achieve long-term success,” Prof Lawrence concludes.
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Kemajuan teknologi dan sains telah membawa efektivitas dan efisiensi industri kesehatan sehingga bisa menjangkau lebih banyak orang di pelosok wilayah. Kemudahan akses pada layanan perawatan kesehatan ini diharapkan bisa meningkatkan kualitas hidup dan umur warga.
Telemedicine menjadi salah satu perkembangan terbaru di industri ini yang populer imbas pandemi COVID-19. Saat itu, telemedicine berhasil membantu pasien untuk berkonsultasi dengan dokter, melakukan diagnosis, dan pengobatan dari jarak jauh.
Perkembangan kecerdasan buatan (AI) ikut berkontribusi memodernisasi layanan kesehatan. AI berpotensi membantu dokter untuk membuat diagnosis yang lebih cepat dan akurat, memprediksi hasil kesehatan, dan melakukan asistensi rencana perawatan. Layanan berbasis AI seperti chatbots dan asisten virtual, juga bisa dimanfaatkan untuk menjembatani komunikasi layanan kesehatan dengan pasien.
Pengobatan yang efektif, teknik diagnostik yang lebih akurat, dan sistem pemberian obat yang lebih baik diarahkan untuk memperbaiki sistem perawatan, pengobatan, dan prognosis pasien. Selain itu, kemajuan teknologi juga diharapkan bisa mengurangi biaya perawatan kesehatan lantaran operasional yang makin efisien.
Menggali potensi dari celah di teknologi kesehatan
“Jika Anda menggunakan konsultasi video, Anda hanya dapat melihat tapi Anda tidak dapat memeriksa. Tentu saja pemeriksaan adalah hal yang penting. Semestinya kita bisa memiliki kemampuan yang sama serupa dengan pertemuan tatap muka. Menurut saya, alat pengujian untuk melakukan diagnosa masih kurang pada layanan telemedicine,” jelas Lawrence dalam wawancara dengan CEO & Pemimpin Redaksi OpenGov Asia, Mohit Sagar.
Kedua, layanan telemedicine masih harus mematangkan ekosistem pendukung, salah satunya terkait dengan pengantaran obat. Di Singapura, layanan pengantaran obat bisa dikirim dalam satu minggu. Hal ini tentu akan menghambat proses pengobatan ketimbang langsung datang dan diberi obat ketika melakukan kunjungan tatap muka.
Meski demikian, Lawrence menyebut layanan telemedicine masih dilakukan di masa setelah COVID-19 untuk pasien yang kondisinya sudah cukup stabil di rumah. Sementara sebagian besar pasien sudah kembali melakukan kunjungan tatap muka seperti biasa.
Selain itu, penjelasan yang bisa dilakukan lewat telemedicine menurut Lawrence masih terbatas. Ia merasa kesulitan jika harus melakukan penjelasan dengan tambahan gambar yang dengan mudah dilakukan dalam pertemuan tatap muka secara langsung.
Selain itu, ia pun menaruh perhatian pada kesulitan akses teknologi yang dialami oleh pasien lanjut usia. Telemedicine sulit untuk membaca dan menyampaikan aspek nonverbal dan emosional dari interaksi langsung.
Ia menekankan industri medis perlu mengembangkan dan meningkatkan metode untuk mendiagnosis dan merawat pasien. Ia berharap telemedicine bisa mendukung diagnosis dengan memanfaatkan sejumlah panca indera untuk memeriksa gejala. Dalam pertemuan tatap muka, dokter bisa langsung mengukur detak jantung dengan stetoskop, merasakan dengan sentuhan jari, pendengaran, atau diagnosis sensoris lain untuk mendapat data dari pasien. Kesamaan proses diagnosis seperti inilah yang perlu dikembangkan untuk layanan telemedicine ke depan.
Untuk memperbaiki layanan perawatan medis jarak jauh, semua kekurangan itu perlu ditambal. Tambahan sensor, metaverse dan kecerdasan buatan (AI) dapat dimungkinkan untuk melakukan hal ini dan membantu menganalisa data pasien yang lebih akurat dan komprehensif. Ia optimis kemajuan teknologi bisa mengatasi semua kelemahan itu karena saat ini kita sedang berevolusi untuk meningkatkan layanan telemedicine secara bertahap.
Sebagai seorang investor, menurut Lawrence, inovasi itu menjadi pendorong inovasi yang cukup besar. Namun, agar bisa lebih berdampak, menurutnya baik inovator, akademisi, dan startup mesti benar-benar menyentuh permasalahan di akar rumput. Selama ini, penelitian-penelitian yang dilakukan para edukator kurang peka dengan kebutuhan masyarakat. Mereka melupakan mengapa mereka ada di institusi akademis yang semestinya menelurkan solusi bagi masyarakat. Begitupula dengan para investor. Mereka pun mesti memiliki visi untuk melayani dan menyelesaikan masalah di masyarakat terlebih dulu sebelum menajamkan sasaran ke ceruk pasar yang lebih sempit.
LKYGBPC untuk majukan entrepreneurship
Bagi Lawrence, inovasi berangkat dari inisiatif untuk menyelesaikan masalah dan mengeksekusi ide solusi itu dengan kedisiplinan. Disiplin dalam memperbaiki produk, mengelola konsumen, membangun tim dan organisasi, serta mengelola keuangan. Lawrence menganggap kompetisi bisnis internasional seperti LKYGBPC bisa memberikan kesempatan bagi para pebisnis muda untuk melakukan ekspansi pasar ke negara lain.
Prof Lawrence menjadi investor di tiga startup. Pertama adalah Master and Slave Transluminal Endoscopic Robot (MASTER). MASTER kini telah diintegrasikan menjadi Endomaster, startup MedTech yang paling banyak mendapat kucuran dana di Asia pada 2017. Ia pun mendanai startup di bidang fotonik dan bioteknologi yang mengembangkan peringatan dini dibidang kesehatan.
Berdasarkan pengalaman memiliki tiga startup teknologi kesehatan, Lawrance menyarankan agar startup perlu fleksibel dan membuka diri. Mereka mesti bersedia menerima masukan dari konsumen, tim, dan mereka yang lebih ahli. “Saya merasa bahwa beberapa inovator sangat protektif terhadap produk mereka sendiri, mereka pikir ini adalah bayi mereka.”
Sebab, dari berbagai masukan itu, founder dan tim bisa memetakan dengan cepat berbagai tantangan yang mungkin mereka hadapi di sepanjang jalan. Setelah itu, mereka mesti menemukan orang yang tepat untuk memecahkan tantangan tersebut.
Mereka pun harus berjuang untuk mewujudkan apa yang mereka janjikan dari konsep yang diajukan. Menurut Lawrence, beberapa orang lebih jago menuliskan ide mereka di kertas dan Power Point ketimbang terjun langsung ke lapangan.
“Para pejuang kertas dan Power Point sangat sulit untuk berhasil. Anda harus benar-benar melakukannya hingga berdarah-darah, hingga Anda menguasai dan memenangkan pertempuran,” tegasnya.
Tantangan berikutnya untuk startup kesehatan adalah soal regulasi. Startup perlu menemukan ahli untuk membantu merancang uji klinis agar lolos berbagai uji klinis dan regulasi.
Tantangan yang terakhir adalah masalah komersialisasi produk. Bagaimana menghasilkan pendapatan dari produk yang akan dijual.
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The Singapore University of Technology and Design (SUTD) and an online delivery company have formed a three-year partnership to provide students with the digital skills they will need in the future. This collaboration, which is part of SUTD and Ecole 42’s collaboration programme, will give SUTD’s 42 Singapore students access to the online delivery firm’s mentorship and internship opportunities, with the goal of providing tech talent with a launchpad to enter the tech industry once they graduate.
This collaboration is part of the online delivery firm’s PowerUp! Tech Academy, which includes programmes and partnerships to expand the tech talent pool and strengthen the tech ecosystem.
With a SG$600,000 contribution to SUTD’s 42 Singapore programme, the company reaffirmed its commitment to the partnership. This is Singapore’s first tuition-free, no-instructor programme. The funds will be allocated over a three-year period, from 2022 to 2024, and will be used to organise skill-development initiatives such as workshops and events.
According to the SUTD provost, Professor Phoon Kok Kwang, as Singapore strives to realise the full potential of its digital economy, they are eager to collaborate with the online delivery company. Their timely support and collaboration with 42 Singapore programmes enable SUTD to provide a transformative digital skills development path for future tech talent.
SUTD’s mission is to equip and continuously shape socially conscious, adaptable, and responsible talent who will have rewarding careers and catalyse positive change in a world that is rapidly changing.
By bringing together students with aspirations and mentors who share the same passion, the company is committed to creating an inclusive tech ecosystem that they believe will help drive and advance digitalisation not only in Singapore but throughout Asia.
Recent research indicates that Singapore’s Internet economy has the potential to increase by 19% and reach USD 22 billion by 2025, with the highest proportion of digital consumers in the region. Therefore, merchants are more likely to expand their use of digital services.
Therefore, this partnership is essential for the development of a robust tech talent pipeline to support the imminent expansion of Singapore’s digital economy. The three-year partnership encompasses the following:
- Internship opportunities: The online delivery firm will offer 42 Singaporean students internship opportunities in its tech teams over the course of three years. This will allow aspiring talent to gain professional working experience within a world-class technology team and learn how to apply their knowledge to real-world scenarios.
- Mentorship programmes: Students will be able to enrol in the online delivery firm’s mentorship programme, which will provide them with direct access to the tech team’s resources and executives. The firm’s one-on-one interactions with senior leaders aim to not only equip them with the necessary digital skills but also to inspire talent.
- Employment opportunities: The online delivery firm will give those who finish the programme first consideration for jobs if there are any that match their qualifications. This makes it possible for the firm to grow its community and give the next generation the technical skills that will be valuable in a world that is becoming more digital.
- Industry guidance: A Chief Technology Officer (CTO) of the online delivery firm will join the Advisory Board of 42 Singapore, offering advice on key industry trends and advocating for other businesses to support the programme. His direction will also ensure that SUTD’s programmes are relevant and valuable to students and the broader tech community.
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There has been extensive usage of AI technology in the service of helping humanity. In the health sector, AI has been used to identify new illnesses and epidemics that have become a concern when they appear in different parts of the world. Therefore, it was decided to develop the necessary tools to assist the country in dealing with any future pandemic in Indonesia at the suggestion of Indonesia’s National Research and Innovation Agency (BRIN).
Given Indonesia’s limited infrastructure and medical workforce, a well-thought-out plan was crucial for overcoming such an emergency. As a result, the healthcare infrastructure in Indonesia, including hospitals, physicians, health workers, and the government, could be ready for any future pandemic.
Outbreaks can be identified using AI by extracting morphometric information from microscopy images. Anto Satriyo Nugroho, Director of BRIN’s Centre for Artificial Intelligence Research and Cybersecurity (PR KAKS), said that AI can greatly aid Indonesian healthcare workers in hot spots, for instance, malaria epidemics. The algorithm could determine whether a person has caught malaria based on whether their blood sample tested positive for the parasite outbreak.
“Artificial intelligence applications can also detect epidemics with high precision. With AI, we can get an accurate forecast 77.14% of the time, with a sensitivity of 84.37% and an F1 accuracy of 80.60%,” he revealed.
To promote such initiatives, the National Research, and Innovation Agency (BRIN) hosted a webinar with the topic “Utilising AI in Health”. A panel discussion with a resource person, the Director of the BRIN Institute’s Centre for Artificial Intelligence Research and Cybersecurity (PR KAKS), followed the webinar activity. Prof. Indi Dharmayanti, Head of the BRIN Health Research Organisation, and Alexander Svinin, Russian Trade Attache for Indonesia, shared some opening comments during this webinar.
Experts in artificial intelligence technology include Anto Satriyo Nugroho, Director of the Center for Artificial Intelligence at Innopolis University Russia Ramil Kuleev, and researcher from the Astutiati Nurhasanah National Agency for Research on Vaccines and Drugs Research Centre, Ruslan Lukin.
Meanwhile, Russian Trade Attaché Alexander Svinin has voiced his approval of the work being done in Indonesia in artificial intelligence, “When it comes to the use of AI in medicine, we will be extremely receptive to new ideas and findings. This will open the door for cooperation among many groups.”
Professor and Head of the Russian University of Innopolis’s Institute of AI According to Ramil Kuleev, artificial intelligence has been used in various spheres of Russian society, most notably the medical field, where it has been used to diagnose illnesses based on radiological examinations.
Indonesian organisations like the Metaverse Research & Experience Centre (MREC) and the Indonesia Metaverse Collaboration supports the metaverse effort alongside AI development. Denny Setiawan, Director of resource management for the Ministry of Communication and Information’s Directorate General of Resources and Equipment of Post and Information Technology, said this would be a crucial step in hastening the country’s digital transition.
The mission of the Metaverse Research and Education Consortium (MREC), a public-private partnership, is to foster these very activities inside the realm of the technological metaverse. The Metaverse Research and Experience Centre (MREC) may be in the middle of the action on the Telkom University Campus. The building will serve as a hub for metaverse technology-related R&D, engagement with industry, and capability development.
Academics, researchers, connectivity service providers, industry partnerships, and policymakers can all work together and build connections with the help of MREC’s resources. Launching MREC is a big deal for Indonesia’s digital economy since it shows the country is serious about capitalising on the rising international interest in metaverse technology.