TECHNOLOGY

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DeepSeek R1 Proves Thinking is Cheaper Than We Thought

In January 2025, DeepSeek AI introduced two powerful large language models (LLMs) that shook the AI world. Developed at a fraction of the cost of its existing peers, DeepSeek holds the potential to transform the AI development landscape globally.

DeepSeek’s efficiency enables better cost-effectiveness by reducing computational needs

DeepSeek’s V3 and R1 models focus on efficiency and require less computing power than rival models while delivering equivalent performance. Its efficiency stems from using the “Mixture-of-Experts” (MoE) architecture, which activates only parts of the model for a given task, minimizing computational needs. This targeted use of computational memory reduces operational costs, giving it a significant edge over competitors who rely on more resource-intensive approaches.

The arrival of DeepSeek has sent shockwaves throughout the US tech industry, marked by a significant decline in stock values. The key headline event was Nvidia’s US$600 billion drop in market capitalization. The fact that a Chinese company was able to achieve groundbreaking results at a fraction of the cost by using low-power Nvidia H800 chips challenges the investment poured into the market by established players.

The open-source model enables widespread applications at a budget

DeepSeek has embraced a fully open-source model, allowing anyone to utilize their technology for commercial purposes. DeepSeek’s open-source approach democratizes access to AI, enabling a wider range of applications.

The availability of DeepSeek’s advanced APIs at a very low cost also appeals to customers who have previously been priced out of advanced AI applications due to the higher costs of proprietary LLM models such as OpenAI’s GPT.

The AI ecosystem already feels the impact of DeepSeek’s triumph. Its free AI assistant has also made a significant splash in the consumer market, with DeepSeek’s app surpassing ChatGPT in Apple Store charts. Its cost-effectiveness has even attracted the attention of major players such as AWS and Snowflake, which are now offering DeepSeek’s technology on their platforms.

Following DeepSeek’s success, several other Chinese companies may follow suit by developing more efficient yet high-performing AI models, further driving the costs down. Alibaba already released a new version of its Qwen 2.5 model at the end of January 2025.

Initial success of DeepSeek does not guarantee dominance

DeepSeek’s success does not guarantee its dominance in the AI landscape. We have had precedence of a similar company making headway and then falling off in the AI space. Mistral’s open-source AI model, Mixtral 8x7b, initially seemed poised to disrupt the field. However, it quickly fell off the radar when other closed-source models incorporated Mixtral’s innovations.

DeepSeek’s continued success will depend on whether it is able to maintain its edge through continuous innovation, particularly with limited access to high-performance chips.


Read our related Perspective:
 NVIDIA’s Meteoric Rise: Can the AI Chip Giant Sustain Its Dominance?

EOS Perspective

DeepSeek’s emergence as a serious contender has intensified the global AI race, challenging the dominance of established players such as OpenAI, Meta, and Google.

DeepSeek-R1, with its open-source foundation, has already demonstrated impressive abilities in handling complex text-based tasks, such as summarizing documents, answering technical questions, and generating codes. Moreover, it offers these capabilities through APIs at a fraction of the cost of its competitors, potentially disrupting the market and driving down prices for AI services.

With DeepSeek’s AI models requiring less computational power and hardware, they will offer significant cost savings for users. Combined with its open-source model, which fosters customization, collaboration, and broader access, DeepSeek is expected to gain traction rapidly. While it is currently limited to text-based queries, its potential is undeniable.

While questions about Chinese government influence and censorship persist, DeepSeek presents a compelling vision of AI disruption. In the short term, we can anticipate lower AI adoption costs and shrinking profit margins for established AI providers. Furthermore, DeepSeek’s emphasis on efficiency could spark a shift in the industry, prioritizing resource optimization over simply increasing computing power. The full scope of DeepSeek’s impact, however, will only unfold over time.

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Estonia’s Rise as Europe’s Fintech Powerhouse

Estonia, a small Baltic country with a population of 1.4 million, is in the news for all the right reasons: its burgeoning fintech sector. With a market size of €15.2 billion in 2023 and projected growth of 5.7% CAGR from 2023 to 2028, Estonia’s number of fintech companies has increased by 23% from 2020 to 2023. The country has 264 fintech startups, half emerging between 2020 and 2022. Strategic investments in digital infrastructure, a progressive regulatory environment, and a tech-friendly culture make Estonia a leading hub for fintech innovation in Europe.

Estonia has become an important name in the fintech sector ever since its financial institutions started using fintech in the early 2000s. It has become the leading fintech hub in Europe, with 2.3 fintech unicorns (startups with a valuation exceeding US$1 billion) per million population.

Most fintech startups, accounting for 87% of all fintech companies in Estonia, fall into six categories: digital asset exchange (33%), digital lending (15%), enterprise technology provisioning (14%), digital payments (11%), wealthtech (9%), and digital capital raising (6%).

Startups dominate Estonia’s fintech landscape with fewer established companies, indicating a favorable environment for new players. Digital asset exchange services that facilitate the trade of cryptocurrencies or digital currencies for other assets form the lion’s share of these startups. This includes Tallinn-based companies such as AsicVault and Guardtime.

Finding customers is a concern for Estonia’s fintech sector

Fintech is flourishing in Estonia despite various challenges that players must navigate. Typically, these challenges affect the smallest and newest entrants to the market the most.

One of the significant challenges that businesses can expect is finding loyal customers for their solutions, according to the 2023 report by the TalTech School of Business. In their research, the respondents indicated finding customers as the most critical problem in two survey editions, 2021 and 2023.

Since Estonia has a small population of 1.4 million, the domestic market is relatively small. Businesses across sectors, including fintech, often face limitations in expanding their customer base. This can force companies to look beyond national borders to achieve significant growth, which can be difficult for new players.

Estonia's Rise as Europe's Fintech Powerhouse by EOS Intelligence

Estonia’s Rise as Europe’s Fintech Powerhouse by EOS Intelligence

Rising costs are affecting smaller and newer players

The financial side poses a substantial challenge for players with limited budget planning to start and expand a fintech firm in Estonia. Estonia used to be a place of low living costs and cheap labor since its independence in 1991. However, the rising operation costs now affect the fintech landscape. A 2023 report published by the European Commission indicated that in the fourth quarter of 2022, compared to the same period in the previous year, Estonia saw a 10.1% increase in hourly wage costs. This can harm small new players looking to enter Estonia’s fintech landscape.

Competition with Big Tech in foreign markets can challenge expansion

Estonian fintech companies attempting to expand into more mature markets can face several hurdles. For example, a high degree of sophistication and regulation characterizes the UK financial services sector, a desired expansion target, leaving little room for new entrants without an established brand presence or a solid track record.

Establishing trust is paramount for fintech startups, as consumers and businesses often prefer providers with known reputation, selecting them through word of mouth or established market presence. As a result, new entrants must devise comprehensive (and often cost-intensive) marketing strategies to overcome these initial credibility barriers.

Increased competition from established financial institutions that leverage their substantial resources to compete with startups can exacerbate these challenges. Big Tech firms such as Google, Amazon, and Apple have also begun to venture into the financial services sector. These companies possess strong brand recognition, customer trust, and rich data sets, enabling them to overshadow smaller fintech operations.

Cross-border expansion signals Estonia’s thriving fintech sector

Estonia’s cross-border expansion activities highlight its flourishing fintech sector. Fintech ranks as the second largest industry within the Estonian startup ecosystem, following business software and human resources, accounting for 13% of the nation’s startups. In terms of revenue, it also holds the second position, generating €196 million in turnover as of 2023.

Estonian fintech startups are actively pursuing opportunities beyond national borders. For instance, the financial cybersecurity firm Salv, based in Estonia, has extended its operations to Latvia and is planning further expansion to Lithuania and the UK. The firm aims to promote its AML solution, Salv Bridge, in these markets.

Additionally, in June 2024, Depowise, a startup located in Tallinn, announced its plans to expand into Ireland and the UK to enhance its market presence in the region.

Estonian fintech startups are increasingly seeking opportunities outside their home market, demonstrating the sector’s robust success and appetite for expansion.

Several catalysts are fueling the growth of Estonian fintech

Ease of doing business

The country ranks 18th in the World Bank’s ease of doing business index, beating more developed countries such as Germany (22nd), Canada (23rd), and Ireland (24th) as of 2019. This favorable business environment in the country is one of the main factors making it an attractive location for fintech businesses. According to the World Bank, the country has a highly conducive tax system, ranked 12th in the ease of paying taxes.

Efficient corporate tax systems

Due to its efficient tax policy and straightforward tax compliance frameworks, Estonia holds the top spot in the 2023 International Tax Competitiveness Index published by Tax Foundation, a US-based think tank. This allows companies to spend considerably less time (five hours per year in Estonia compared to 42 hours per year in an average OECD country) on tax-related tasks.

The Estonian tax system also boasts a similarly low compliance burden (resources and costs associated with complying with regulatory requirements) for other taxes, including value-added tax (VAT).

The country’s corporate tax rate is 20%, but it only applies to distributed profits. This means that if a company reinvests its profits back into the business, it does not pay any corporate income tax until it distributes those profits as dividends. This has significantly encouraged reinvestment, growth, and expansion of businesses, including fintech companies.

Internet freedom

Internet freedom is robust in Estonia, and the country is known for its numerous e-government initiatives. For the past several years, Estonia has maintained the second position globally in the Freedom on the Net reports by the US-based NGO Freedom House, indicating a very high internet freedom rating in the country. This minimal restriction on online content facilitates easy information and idea transfer and helps businesses, including fintech companies, to flourish.

Cybersecurity

Though online activities have minimal restrictions, the Estonian authorities have implemented proactive measures to ensure cybersecurity. The 2020 Global Cybersecurity Index (GCI) published by the International Telecommunication Union (ITU) ranks Estonia as the third most cybersecure nation. This is especially beneficial for fintech companies since most of their operation is online.

Estonia is a cashless society with around 99% of transactions occurring digitally. This creates a significant demand for innovative fintech solutions. Startups and established companies take this as an opportunity and offer services such as digital wallets, payment gateways, and peer-to-peer lending, among others, to which strong cybersecurity is essential.

E-residency scheme

Estonia’s e-residency program supports fintech investments by allowing foreign entrepreneurs to establish businesses remotely without a physical office. This program provides online business owners, digital entrepreneurs, and freelancers with a digital Estonian ID, granting access to various local services such as business registration, banking, payment processing, and tax management.

Since its introduction in 2014, the e-residency program has grown significantly, with 117,000 individuals from 185 nationalities obtaining e-resident status and creating over 31,800 Estonian companies. This represents roughly one in five new companies annually and links 38% of startups to e-residents. The initiative has also contributed €244 million to Estonia’s economy, generating €67.4 million in direct revenue in 2023 alone, with associated costs of €7 million, achieving a nearly tenfold return on investment.

Regulatory sandboxes

A regulatory sandbox (RS) is a framework established by regulators that allows businesses to test new products, services, or technologies in a controlled environment for a specified time. This concept is prevalent in various sectors, including finance, transportation, and healthcare.

In March 2024, Estonia expanded its RS through the Accelerate Estonia program to support non-fintech startups, inviting a medical startup, Your Cue, and a clean energy startup, O-Innovations. While regulatory sandboxes are more common in the US fintech sector, European countries such as the UK, Poland, and Spain are also developing their own. As of October 2023, there were 14 fintech sandboxes in 12 EEA countries, including Estonia, which launched its sandbox in August 2023 but has yet to invite any fintech participants.

Technological advancements dictate the direction of development

The use of newer and more innovative technologies is on the rise. Many Estonian fintech startups now use technologies such as artificial intelligence (AI), machine learning (ML), the Internet of Things (IoT), etc.

An example is Depowise, which has developed innovative AI-powered solutions to automate critical functions for financial institutions, including compliance oversight, cash flow monitoring, and digital asset safekeeping.

Companies such as Value.Space, an insurtech firm founded in Estonia and currently headquartered in London with an operating office based in Tallinn, uses deep tech (advanced technologies engaged to address and revolutionize the fields they are used in) such as InSAR (Interferometric Synthetic Aperture Radar), AI, predictive analytics, and satellite imagery to help businesses monitor and assess the risk of damage to commercial assets.

Open banking and embedded finance are the budding trends in Estonia’s fintech solutions developments. BaaS (Banking as a Service) enables secure data sharing and collaboration between financial institutions, technology companies, and customers. Open banking facilitates the entry of new players into the Estonian market through strategic partnerships with local fintech companies. This dynamic allows fintech and technology companies to challenge traditional financial models, creating innovative customer engagement methods with financial institutions. Furthermore, open banking grants developers access to an extensive financial data repository. This accessibility has spurred the emergence of novel fintech business offerings, including budgeting applications, robo-advisors, and automated savings solutions.

Embedded finance involves fluidly incorporating financial services and products into non-financial platforms, such as e-commerce websites, mobile apps, or other digital landscapes. One of the leading examples of fintech companies in Estonia leveraging embedded finance is Inbank, which has developed a portal for solar panel installers to provide financing solutions to their customers.

Opportunities for financial cybersecurity players emerge with increasing crime

Online financial crime and money laundering protection are also gaining traction in the development of fintech solutions. This has particularly accelerated following the 2007 mass cyberattack on a range of institutions and the 2017 money laundering scandal involving Danske Bank’s Estonian branch. Since those events, Estonia has seen a surge in demand for services and products providing solutions in compliance and AML measures.

An example of a solution meeting this demand is SalvBridge, Salv’s anti-money laundering solution, which uses advanced analytics and ML to detect and prevent financial crimes in real time. It also helps financial institutions meet increasingly stringent regulatory requirements and combat money laundering effectively.

Similarly, Tallinn-based Veriff offers solutions to help reduce fraud and ensure regulation compliance. Veriff protects against identity fraud and theft by automatically verifying customer identities through an AI system that assesses various technological and behavioral factors, including facial recognition.

Serokell is another Tallinn-based R&D company offering cybersecurity solutions for fintech companies. Its solutions use functional programming, making it ideal for the complex fintech sector.

Demand for such solutions will likely continue to grow, offering lucrative opportunities for players operating and innovating in this space.

Estonia’s fintech scene is shifting towards sustainable investing

As with many other industries, sustainability and environmental awareness have entered the fintech playing field. Some players attempt to improve their sustainability score while expanding their investment portfolios to include sustainable exchange-traded funds.

Companies that operate using carbon credits and sustainability fintech players are some of the newer market entrants. An example is Grünfin, founded in 2020, which facilitates investments in sustainable stocks.

Several fintech companies are also increasingly leveraging carbon credits to enhance their sustainability practices and offer financial solutions to clients. A notable example is the partnership between XTCC, an Estonia-based company specializing in exchange-traded carbon credits, and Finmaal, a UAE-based fintech platform. This collaboration allows customers purchasing financial products, such as insurance and banking, to offset their carbon emissions at the point of sale, thus integrating sustainability measures with financial transactions.

These activities reflect a broader trend in which fintech firms are leveraging cloud technologies and financial instruments to maintain a lower carbon footprint while contributing to carbon neutrality goals. It is fair to expect that the trend of focus on the environment and sustainability will gain more traction in the future.

EOS Perspective

Estonia is emerging as a strong and resilient ground for fintech startups as well as established fintech businesses. Given the country’s favorable conditions, this growth will likely continue. Industry experts expect the market to advance further in key areas such as digital payments, blockchain technology, and AI-driven financial services.

While no single company has a dominant market share, notable players such as Wise, Guardtime, and Bolt are likely to continue strengthening their positions. These companies have the financial resources, established brand presence, and technological capabilities to drive innovation and expand their market reach. Players can also expect increased competition from established financial institutions, such as banks, which are likely to enter the space.

New players and startups can expect a better level playing field in niche fintech areas, such as financial security or climate fintech, and other related areas often working in tandem with fintech, e.g., insurtech or regtech.

With several countries, including China, Egypt, Qatar, Oman, Morocco, Algeria, and Tunisia, banning bitcoin or other cryptocurrency mining due to high energy use and safety issues, climate fintech startups can use this opportunity to expand their operations to offer more sustainable financial solutions.

Fintech startups offering cyber protection and customer data safety are expected to grow significantly in the coming years, especially with large financial institutions such as US-based Evolve Bank & Trust experiencing cyberattacks and a subsequent data breach in 2024.

The new tax policies scheduled to take effect in 2025 will increase individual and corporate tax rates from 20% to 22%. These changes are likely to create some ripples in the fintech sector, at least in the portion of players’ profits that are not reinvested. The new tax laws may increase the operating costs for fintech companies, which could somewhat stifle innovation. This new development may curb investment, especially for small, budding players.

Over time, consolidation is likely to occur as the Estonian fintech market will head towards maturing. Larger companies may acquire smaller startups to expand their product offerings and increase their market share.

While development is rife in the global fintech sector, with its tech-savvy culture, strategic digital infrastructure investments, and progressive regulatory conditions, Estonia will likely carve out an even more prominent place in the fintech landscape.

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Cashless Sweden: Prepared or Vulnerable?

Sweden’s cashless initiative is gaining momentum, driven by high digital literacy, favorable regulations, and rapid adoption of technology. Since most consumers (~95%) are digitally savvy, a tendency to prefer mobile payments over cash is pushing Sweden closer to its goal of becoming a cashless economy. Technology solutions will likely play a crucial role in shaping the evolution of payment systems as Sweden transitions to a cashless society.

Consumer preference for mobile payments drives Sweden’s cashless shift

The shift toward a cashless society in Sweden reflects both consumer preferences and the increasing number of businesses that prefer or require card and mobile payments. At the same time, Swedish society shows a high level of trust in banks and government institutions, which reduces resistance to financial innovation. Together, these factors create a strong foundation for the widespread adoption of new digital payment systems.

Since the COVID-19 pandemic began in early 2020, cash usage has declined, with cash in circulation accounting for only 1% of the country’s GDP, owing to the convenience and security of digital transactions.

Card offerings, such as Handelsbanken’s Allkort Mastercard, SAS EuroBonus Cards, and the Lunar-SAS partnership, encourage consumers to adopt digital payments by offering various reward programs, including cashback, bonus points, and travel incentives.

Growth in real-time payments fast-tracks the cashless initiative

The Swish mobile payment system is boosting the country’s cash-free initiative by driving growth in real-time payments. Swish is the country’s second most common payment method, highlighting its significance in Sweden’s digital payment landscape. A recent addition of the tap-to-pay function in December 2024 has further expanded Swish’s capabilities for in-store purchases for over 8.6 million Swedish app users (a high number, considering the country’s population is around 10.5 million).

Moreover, the Riksbank, Sweden’s central bank, intends to expand its RIX-INST, a real-time settlement service that currently only allows for domestic payments. The government plans to explore synergies between the RIX INST system and other regional systems, such as the European Central Bank, Banca d’Italia, and Danmarks Nationalbank, seeking to facilitate cross-border payments utilizing cross-currencies. The plan focuses on supporting seamless international transactions that would ultimately strengthen Sweden’s position as a global leader in digital payments.

Despite this favorable scenario for Sweden’s cashless initiative, Sweden’s central bank still aims to support both cash and digital payments, as a way to be more inclusive. This means that while digital payments will continue to be a popular option, cash payments should not disappear entirely. Swedish authorities acknowledge that the role of cash is still key, especially to protect vulnerable groups such as the elderly population and people with disabilities. In case of emergencies (natural disasters, cyberattacks, or other crises where digital systems might fail), cash will also be necessary.

Cashless Sweden: Prepared or Vulnerable? by EOS Intelligence

Cashless Sweden: Prepared or Vulnerable? by EOS Intelligence

Open-banking regulations aid in alternative payment adoption

In 2019, Sweden implemented the EU’s revised Payment Services Directive 2 (PSD2). This European law aims to strengthen customer authentication, ensure proper authorization and regulation of third-party providers, enhance security and data protection, and promote open banking.

The ratification of the recent revision to PSD2 fosters growth in open banking in Sweden, resulting in innovative fintech products such as digital identity BankID. This innovative system leverages secure certificates and biometric authentication to enhance security. Users across Sweden rely on this innovative system for secure authentication and digital signatures.

The adoption of open banking greatly benefits Sweden’s cashless initiative. Companies such as the Swedish payment platform Open Payments enable real-time payments directly from consumers’ bank accounts and facilitate seamless bank-to-bank transfers without intermediaries. These capabilities are accelerating the growth of account-to-account (A2A) payments and solidifying the foundations of a cashless economy.

Government plans new regulations to improve consumer protection

Alternative payment methods (APMs) such as Buy Now Pay Later (BNPL or simply Pay Later) have become essential to Sweden’s cashless success. Klarna has emerged as the leading provider of BNPL solutions, with other players, including Walley, Qliro, and Zaver, also growing their presence. BNPL’s seamless integration with all major e-commerce platforms, technology partners, and payment service providers (PSPs) enhances its accessibility and adoption.

Regulators plan to fully implement the updated regulation, the Consumer Credit Directive 2 (CCD2), by Q4 2026, aiming to make APMs even more accessible and safer for consumers. Under the directive, APM providers must conduct in-depth assessments of credit liability to ensure responsible lending, expand coverage of interest-free loans under €200, and comply with clearer advertising rules that include mandatory warnings when consumers take on debt.

AI and Blockchain facilitate secure and automated transactions

Tapping into the growing prevalence of cryptocurrency, the Riksbank has been exploring the development of its digital currency, e-Krona, based on distributed ledger technology (DLT), which offers a more secure digital payment method.

The Riksbank launched several pilot programs between 2021 and 2024 to explore the application of e-Krona in both retail and wholesale transaction setups. The bank expects this token-based, state-backed digital currency to complement existing payment systems and enhance financial stability. It also aims to promote greater inclusivity by acting as a public alternative to cash.

Technology is also driving a change in consumer preference for digital payments. The growing integration of IoT and AI enables seamless and automated transactions, further accelerating the country’s transition to a cashless society.

Although the vast majority of payments in Sweden are already digital, there is no precise data on how often consumers use voice‑activated transactions via Google Home, Alexa, or similar platforms. The rapid integration of payment apps with these connected devices suggests a strong likelihood that voice-activated and IoT-based payment solutions will gain traction in the future.

Added compliance and limited infrastructure access challenge fintechs

Lack of access to central financial infrastructure is a significant challenge for most fintech companies, forcing them to rely on banks and other intermediaries to provide essential financial services. This results in higher costs, reduced efficiency, and a limited ability to compete with traditional financial institutions.

Infrastructure upgrade and scalability

The Riksbank is looking to modernize the payments infrastructure to facilitate the integration of more fintech companies with its RIX payment system. This modernization aims to support the growing number of fintech companies adopting new cashless payment technologies while ensuring the stability and resilience of Sweden’s payment infrastructure.

e-Krona, albeit still in its pilot phase, presents a transformative initiative. However, the government must ensure scalability for successful widespread adoption among merchants. Processing a large volume of transactions without compromising speed or security remains a significant hurdle. Moreover, e-Krona must seamlessly integrate with Sweden’s payment systems, such as Swish.

Regulatory compliance

Fintech companies seeking to enter Sweden often find it difficult to navigate the complex regulatory landscape set by the Swedish Financial Supervisory Authority (Finansinspektionen). According to a survey by SweFinTech, an independent financial association, 82% of its fintech members reported being weighed down by the additional burden of anti-money laundering and combating the financing of terrorism (AML/CTF) regulations. Companies are increasingly implementing Regulatory Technology (RegTech) solutions to monitor transactions, ensure data integrity, and comply with Sweden’s national and international regulations.

As digital payments increase, merchants must also invest in cybersecurity measures against rising threats. This compounds costs due to high interchange fees, ultimately reducing profit margins.

Potential disruptions and cyberattacks

Disruptions and cyber risks regarding the country’s payment network are also a concern, prompting a cautious approach. Between 2023 and 2024, brief outages disrupted critical digital payment infrastructure, affecting the Riksbank’s RIX system and the supporting systems for Swish, including Bankgirot, Getswish AB (Swish), and BankID.

In these cases, the disruption did not cause major issues. However, with growing concerns about cyberattacks amid Europe’s uncertain geopolitical climate, Sweden is taking steps to protect its cashless economy. To reduce the impact of possible outages, the Riksbank is considering a system that would allow offline card payments for essential goods during disruptions lasting up to seven days.

The Swedish government has also encouraged people to keep enough cash on hand to cover a week’s worth of necessities, helping households stay prepared in case of a cyberattack.

EOS Perspective

Sweden’s swift move towards becoming cashless reflects the country’s focus on digitalization, innovation in fintech, and regulatory changes. The growing adoption of platforms such as Swish and Klarna suggests that Swedish consumers are highly tech-savvy, regardless of age. This trend also indicates that flexible payment solutions can drive consumer behavior to prefer digital payment methods over cash.

The integration of blockchain and IoT technologies into payment systems is likely to offer new opportunities in improving the efficiency and security of digital transactions, reinforcing Sweden’s position as a global leader in cash-free transactions.

There is significant room for developing and launching innovative financial tools and services, offering opportunities for fintech companies. Real-time payment innovations, such as Swish, and blockchain-based solutions that benefit from the rise of decentralized finance (DeFi) offer promising growth opportunities. RegTech tools that improve digital identity verification, AML compliance, and AI-driven financial planning tools may also witness growth.

Sweden’s strict regulatory and compliance requirements, as well as the difficulty of obtaining access to central financial infrastructure controlled by established banks, remain challenging, particularly for fintech companies attempting to enter the market. Arbitrary de-risking by banks, which has affected nearly 40% of fintech companies in 2023 by restricting banking services, further challenges companies.

Nonetheless, open-banking initiatives that grant access to third-party providers suggest a shift toward a more inclusive economy, enabling greater competition, easier market entry for fintech companies, and broader access to digital payment solutions for both consumers and businesses.

Further enhancements in financial infrastructure will support a cashless economy. Modernization of the Riksbank’s RIX payment system will enable more fintech companies to participate, while also facilitating integration into Sweden’s payment system.

The potential introduction of e-Krona offers further opportunities to increase inclusivity, which in turn boosts cashless adoption. However, we must wait and see how it evolves as the Riksbank continues to monitor the development of other digital currencies, such as the Digital Euro.

While Sweden has made significant strides toward its cashless vision, progress may stall due to Europe’s current scenario, amid a vulnerable political environment and the risk of susceptibility to cyberattacks. Nevertheless, the country has demonstrated a clear trend toward becoming a digital-first economy, evident in its low reliance on cash usage and the ongoing development of a robust digital payment infrastructure.

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Open Banking Sparking a Wave of Innovation in Financial Services

The adoption of open banking is leading to innovation across financial solutions such as account-to-account payments (A2A), personal finance management (PFM) apps, embedded finance, and banking-as-a-service (BaaS) by enabling real-time data-driven insights and personalized financial services. It is paving the way for a more dynamic financial landscape. Open banking has evolved rapidly since the revised Payment Services Directive (PSD2) came into force in Europe. While challenges exist, adopting open banking solutions, aided by introducing regulatory and security measures, holds the potential to revolutionize the financial services sector.

The introduction of APIs transformed banking services

Open banking has emerged as a transformative force, changing how financial data is shared, and services are offered to consumers. It securely provides third-party financial service providers access to consumer’s financial information with their consent through an application programming interface (API). It aims to foster innovation in financial services, encourage healthy competition, and give consumers more control over their banking information. Several banks across countries, including Citi, Barclays, and Deutsche Bank, have started providing access to their APIs.

Regulatory initiatives and consumer demand lead to open banking growth

While open banking has existed for a long time, it gained traction when the PSD2, a European regulation focused on creating a more open, competitive, and secure payment landscape across Europe, came into effect in 2018.

Since then, several countries have introduced open banking regulations to support its adoption. For instance, in the UK, the open banking initiative, led by the Competition and Markets Authority (CMA, the UK’s principal authority responsible for strengthening business competition and preventing anti-competitive activities), became effective in 2018. In addition to the European countries, Australia, New Zealand, Brazil, and South Africa, among others, have introduced regulatory measures to drive the adoption of open banking.

Countries across the globe are adopting various approaches to open banking, including regulatory-led, market-led, and hybrid approaches. While Europe has taken a regulatory-led approach, adopting open banking in the USA, Canada, and China is driven by consumer demand and technological innovations. Consumers prefer to have control and transparency over their financial data. While there are currently no regulatory frameworks for open banking in the USA, the Consumer Financial Protection Bureau (CFPB) has proposed rules to protect consumer data rights, which will aid in facilitating the adoption of open banking.

Several countries, such as India, South Korea, Japan, Hong Kong, Russia, and Singapore, have adopted a hybrid model, including both regulatory and market-led initiatives. These countries do not have mandatory open banking regimes, but policymakers are looking to introduce initiatives to accelerate open banking adoption. For instance, in Singapore, the Monetary Authority of Singapore (MAS) and the Association of Banks have published an API playbook. This publication aims to support data exchange between banks and fintech players.

The growing emphasis on introducing regulatory measures to ensure data security will likely drive the adoption of open banking.

Open Banking Sparking a Wave of Innovation in Financial Services by EOS Intelligence

Open Banking Sparking a Wave of Innovation in Financial Services by EOS Intelligence

Open banking is driving innovation in financial solutions

The adoption of open banking is transforming financial solutions, including A2A payments, variable recurring payments (VRP), PFM apps, BaaS, and embedded finance, by enabling faster, more convenient, secure, and personalized financial services.

A2A payments and VRP

Open banking allows secure access to real-time bank data to third-party providers, enabling process automation, speeding up A2A payment transfers, and providing a better user experience. Increasing adoption of open banking globally is expected to make international A2A payments more viable and secure.

Digital wallet platforms such as Apple Pay, Google Pay, and Stripe are looking to integrate open banking on their platforms to provide enhanced user experience. In September 2023, Apple soft-launched a new iPhone wallet app in the UK integrated with an open banking framework to replace traditional banking apps as the preferred platform for accessing information related to their account balance, spending history, etc.

Open banking also encourages the widespread adoption of variable recurring payments by giving consumers more transaction control and transparency. The use of variable recurring payments is expected to increase across various commercial payment services, such as utility bills, subscriptions, and insurance premiums, in the coming years.

PFM apps

Access to financial data enables PFM apps to share more effective and personalized financial advice with consumers. A real-time snapshot of the overall financial health of the consumers helps them make long-term financial decisions.

BaaS

Banking-as-a-service platforms are likely to develop due to the adoption of open banking, allowing non-banking entities to provide financial services without becoming certified banks. This offers consumers a variety of payment and credit options, as well as more personalized finance solutions, expanding the industry offering.

Integrating BaaS in retail is being explored to improve customer loyalty programs and provide seamless payments. Also, the scope of services is likely to expand rapidly, from offering banking services to individual consumers to small and medium-sized enterprises (SMEs) and large corporations in the near future.

Embedded finance

Open banking has become the driving force behind the rise of embedded finance, enabling businesses and corporate clients to enhance operational efficiency and user experience. While retail and e-commerce platforms are some of the first to adopt embedded finance, the adoption is likely to increase in less digitalized spaces such as real estate as well.

Synergy with AI and blockchain offers scope for advanced innovation and security

Open banking provides a data-rich environment by aggregating data from various financial institutions for AI algorithms to analyze and utilize for decision-making. It is expected to benefit AI algorithms further by incorporating new features such as data categorization and anomaly detection in the coming years.

On the other hand, AI is likely to increase the effectiveness of open banking by analyzing individual consumer data and enabling the offering of personalized services. AI and open banking will likely help financial institutions develop innovative products.

While both AI and open banking complement their financial services, they can lead to data misuse or unauthorized access concerns, highlighting the need for strong regulatory measures to keep up with the evolution of open banking and AI.

Blockchain technology will likely become more common in open banking as it will enhance the security and transparency of financial transactions. It will likely reduce the risk of data breaches and unauthorized access to consumers’ finances. Additionally, it will likely make it easier for consumers to share their data by simplifying the authentication and consent processes.

Open banking services have expanded from basic payment initiation to open finance

The open banking framework has evolved from basic account information and payment initiation services to open finance, including access to data from various accounts, including savings, investments, pensions, insurance, and mortgages.

Countries such as India, South Korea, Australia, and Brazil have moved from open banking to open finance to develop a more connected financial ecosystem. In February 2024, South Korea also introduced two initiatives focused on including business data and providing offline open banking services.

In Europe, the European Commission is also pushing towards open finance by introducing the Financial Data Access (FiDA) regulation, a framework to enable secured sharing and access of financial data.

Open banking will diversify consumer options, with non-financial companies such as telecom providers, e-commerce platforms, and utility companies offering innovative financial products. They will likely enter into partnerships with banks to provide integrated services to consumers, enhancing their offerings and creating an interconnected financial ecosystem.

Lack of standardized APIs affects the open banking adoption

While open banking is gaining traction, specific challenges, such as lack of standardized APIs, integration with legacy systems, privacy compliance, and data security, are affecting its adoption.

The lack of standardization of APIs across financial institutions is the key challenge in adopting open banking. Third-party providers are usually unable to adapt to different APIs and provide seamless data sharing between systems.

Various financial institutions also face difficulty integrating open banking into their legacy systems, making the integration process complex and expensive. Banks must first update their systems by investing in technology upgrades and partnering with fintech solutions providers to overcome integration challenges.

As the adoption of open banking increases, the chances of data breaches might also increase, highlighting the need to protect customer data and compliance with privacy regulations. Banks are looking to adopt measures such as encryption, clear usage policies, and regular audits to protect customer data. The European Union has also put regulations such as the General Data Protection Regulation (GDPR) and the Digital Operational Resilience Act (DORA) in place to protect customer data and improve the digital security of financial institutions. Advanced security measures solutions, including tokenization and dedicated API gateways, can also help safeguard customer data.

Lack of awareness among consumers is another key challenge. Users are often unaware of open banking and are reluctant to share their financial data due to privacy concerns. Initiatives aimed at educating the users about security and regulatory norms related to open banking by banks can help overcome this challenge and drive adoption.

EOS Perspective

The shift to an open banking model can transform the future of digital banking. The key driving factors for the users are the ease and clarity of the interface, which are likely to replace the traditional banking infrastructure and ownership of consumer data.

The expected introduction of PSR1 in 2026 will likely improve competition and consumer protection in the payments market, which will likely drive the adoption of open banking. PSR1 will help enhance fraud prevention, improve consumer rights and protection, standardize payment regulations, and enhance open banking functions.

The introduction of regulatory and security measures and growing awareness about open banking and its benefits are also likely to aid this growth. A phased implementation of open banking will help with greater adoption of open banking by gradually introducing the concept to the consumers and helping them adapt.

Open banking will benefit banks by providing better customer insights, encouraging innovation, and creating an additional revenue stream through API monetization. However, increasing competition from fintech and non-financial institutions entering the market will likely pressure banks to transition to open banking. The shift to open finance will further increase the competition in the industry. We will likely witness banks entering partnerships with fintech players to develop and offer innovative financial services for their consumers.

The financial sector is embracing open banking as a means to offer creative and innovative financial solutions to enrich the user experience. Open banking will likely evolve into a broad ecosystem of connected services, streamlining the consumers’ products, services, and applications into one, providing a seamless experience.

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NVIDIA’s Meteoric Rise: Can the AI Chip Giant Sustain Its Dominance?

NVIDIA has grown exponentially in recent years. The company made significant strides as an early entrant into the AI chip market, becoming the sector’s leading company. In July 2024, NVIDIA’s market cap was US$2.9 trillion, registering 137.1% growth over 2023, making it the world’s third most valuable company behind Microsoft and Apple. As AI development continues its upward trajectory, big tech companies are focusing on developing their AI capabilities more than ever, posing a threat to NVIDIA’s dominance in the AI chip market.

Over the past decade, NVIDIA has evolved from a gaming GPUs maker to a leader in AI and data centers. The company’s early venture into the computing space coupled with continuous development of its cutting-edge technology helped the company solidify its position as the pioneer in the fast-growing AI training and inference market.

According to Mizuho Securities, a Japanese investment and securities firm, NVIDIA holds 70-95% of the advanced AI chip market share in 2024. Despite being the leading firm and major shareholder in the booming AI chip market, NVIDIA started to face rising competition and regulatory scrutiny that challenge its dominance.

Regulatory scrutiny poses a threat to NVIDIA’s market strategy and dominance

NVIDIA’s dominance has caught the attention of regulators worldwide, with antitrust investigations underway in the USA, EU, and China.

The acquisition of ARM, a UK-based semiconductor company, was scrutinized by regulators in multiple countries and was terminated in 2022. This was due to competition and control of key technology. Qualcomm, Google, and Microsoft opposed the deal because of concerns over fair access to ARM’s technology and fair industry practices.

This increased scrutiny may limit NVIDIA’s ability to offer products and services and impact its strategic expansion plans and market dominance.

NVIDIA's Meteoric Rise Can the AI Chip Giant Sustain Its Dominance by EOS Intelligence

NVIDIA’s Meteoric Rise Can the AI Chip Giant Sustain Its Dominance by EOS Intelligence

Competitors are increasingly vying for NVIDIA’s AI chip market share

The global AI chip revenue is projected to reach US$33.4 billion in 2024, per the Gartner market report, making it a lucrative space to operate in. Major tech companies are investing in AI chip development to compete and break NVIDIA’s monopoly in the market.

Through partnerships, innovation, integrated solutions, and niche offerings, competitors are shaping a competitive landscape that will continue to democratize and push AI tech forward. As the AI computing industry will see unprecedented growth, NVIDIA’s competitors are positioning themselves to capitalize on the emerging opportunities.

Tech companies are investing heavily in their AI chip development capabilities

The generative AI boom has exposed how much the big tech companies depend on NVIDIA. NVIDIA’s biggest customers (Microsoft, Google, Amazon, and Meta Platform), which account for over 40% of its revenue, are building their own AI chips to reduce their dependency on NVIDIA.

Amazon, through AWS, offers its own AI chips, Inferentia and Tranium, as cost-effective alternatives to NVIDIA’s chips. Google has been using its tensor processing units (TPUs) since 2015 and recently announced its Trillium chip. Microsoft is building its own AI accelerators, Maia and Cobalt, and Meta is building its own AI chips for more efficiency.

Among all competitors, Intel is likely to emerge as a core competitor to NVIDIA in the AI chip market, leveraging its experience in making CPUs and GPUs. Intel is challenging the company’s dominance in the AI processor market with the Gaudi accelerator AI chip, which costs one-third of NVIDIA’s GPUs.

Intel is focusing on edge devices, such as smartphones, that utilize smaller language models (LLMs) as part of its “AI everywhere” strategy.

NVIDIA is dominating the fast-growing cloud data center market. Intel’s approach of not replicating NVIDIA’s business model but leveraging its broader technology portfolio is likely to provide it with a competitive edge and a chance to compete with NVIDIA.

AI processing shift to edge devices challenges NVIDIA’s market share

Another challenge for the company is the shift in AI processing from data centers to edge devices such as laptops, PCs, and phones.

Large companies, including Apple and Qualcomm, are updating their chips to run AI models on these devices with neural processors for privacy and speed. Apple’s latest devices are AI optimized, and Qualcomm’s new PC chip allows laptops to run Microsoft AI services on-device.

For NVIDIA, adapting to this new paradigm will be important in the long run. As edge AI grows in demand, the company must innovate and compete in this fast-changing market to remain ahead of the competitors.

Investor-backed startups are making strides in the AI chip market

Many new entrants and growing companies are also competing in the AI chip market with innovative approaches and niche solutions.

Startups, such as Graphcore, Cerebras Systems, Groq, and SambaNova Systems, are building specialized AI architectures to outperform traditional GPUs in specific AI tasks. These startups are backed by strong venture capital and strategic partnerships, providing them with resources to enhance their R&D capabilities and scale much faster. For instance, Grog, a startup in the AI inference market, secured US$640 million and claims to have developed an AI chip faster than NVIDIA’s at a much lower price.

The surge in capital investment is likely to support startups in developing new AI chip solutions and carve out a niche for customized AI workloads. This way, startups can tap into new customers seeking customized chips for specific solutions.

Amidst the competition, NVIDIA is expected to leverage its early head start in the AI chip business and will likely focus on its core strength of developing advanced chips.

NVIDIA’s strategic investment in startups strengthens its robust ecosystem

NVIDIA has created an ecosystem that makes it hard for competitors and customers to switch away. Key components of this ecosystem include strategic investments in startups, software bundling, and partnerships, creating a robust and interconnected web.

NVIDIA’s venture capital arm, NVentures, plays a crucial role in product innovation by investing in startups across various industries.

In addition to financial support, NVIDIA also offers these startups access to its technology and expertise to foster innovation and accelerate product development. For example, NVIDIA Inception, a global program, supports startups by providing technology and marketing support, connecting them with venture capitalists, and giving them access to the latest technical and financial resources.

Investing in promising startups provides NVIDIA with early access to emerging technologies and potential market disruptors. This enables the company to integrate the next big technologies into its products or develop new products that keep it ahead of the competition. It fuels innovation and creates a network of companies that are dependent on NVIDIA’s technology, making it hard for them to switch to competitors.

NVIDIA’s seamless hardware-software integration provides a competitive edge

Software bundling is another way NVIDIA strengthens its ecosystem. The company often bundles its hardware with proprietary software, making its products better and more functional. This software is frequently optimized for NVIDIA’s hardware, so customers cannot switch to competitors without losing access to this software. The strategy of bundling often leads to better performance and value for customers, making NVIDIA’s products more attractive.

NVIDIA’s software ecosystem, particularly CUDA (Compute Unified Device Architecture), plays a vital role in its dominance. CUDA only works with NVIDIA’s chips, and over 3 million developers use it to do AI experiments and develop applications. NVIDIA also updates its software annually with new AI chip architectures and software. The company’s continuous innovation ensures its hardware and software are always in sync, so customers stay within the NVIDIA ecosystem.

NVIDIA’s strategic partnerships enable tech integration across sectors

NVIDIA has partnered with companies ranging from tech giants to startups and helps them develop and optimize their software for their hardware. This has created a network of companies across various industries whose products and services are deeply tied to NVIDIA’s technologies.

NVIDIA’s strategy to form partnerships and integrate them into its network of systems and software is beneficial to both parties. Switching to other competitors would incur significant costs and disruptions for customers. NVIDIA’s industry-wide partnerships help it have a strong and integrated ecosystem. For example, partnerships with AWS, Microsoft Azure, and Google Cloud allow NVIDIA to integrate GPUs into the cloud and make their technology available to all enterprises and developers.

In the automotive space, partnerships with Tesla and Mercedes-Benz put NVIDIA’s AI and GPU into autonomous driving, making them rely on NVIDIA AI solutions. Further, partnerships with large enterprises, such as IBM and VMware, to optimize hardware and software make NVIDIA the preferred partner for advanced computing in data centers and AI applications.

NVIDIA’s dominance may lead to increased costs of manufacturing AI chips

NVIDIA’s dominance is likely to significantly impact the world’s largest contract chip maker, TSMC (Taiwan Semiconductor Manufacturing Company), and the entire semiconductor industry.

NVIDIA is TSMC’s key customer, and the latter dedicates a big part of its production capacity to NVIDIA. NVIDIA’s pricing power impacts TSMC’s margins, and if NVIDIA decides to squeeze its suppliers to maintain its margins, TSMC is likely to feel the heat on its profitability. This could lead to capacity constraints for other customers, which will delay their product launches and drive up the prices of AI chips.

An increasing demand for AI chips from NVIDIA and others will drive up the cost of raw materials and components. This cost increase may trickle down the supply chain to end consumers. NVIDIA’s dependence on TSMC makes the supply chain vulnerable to disruptions due to China’s multi-pronged pressure on Taiwan.
NVIDIA’s dominance could drive consolidation in the semiconductor industry

NVIDIA and other companies may diversify their supply chain to mitigate the risks associated with geopolitics, supply, demand, and prices. This could lead to partnering with multiple foundries and geographic diversification. Some semiconductor companies may go for vertical integration to have more control over the value chain.

NVIDIA’s dominance and financial muscle may lead to consolidation in the semiconductor industry. Companies lacking financial resources may find it challenging to compete with big tech companies and could potentially get acquired by larger AI chip manufacturing companies.

Companies in the automotive and electronics sectors that rely on semiconductors may face procurement challenges due to supply shortages. This may lead to prioritizing high-margin products and potentially disrupting the availability of lower-margin products.

EOS Perspective

Only a limited number of global players operate in the AI chip manufacturing space, with NVIDIA holding the majority share. Startups and big tech companies are building strategies to carve out their market share.

NVIDIA will likely hold on to its market leadership with a slight dip in market share to core competitors, such as Intel and AMD, in the next few years. However, with its investments in AI R&R and its initiatives to diversify into different segments, NVIDIA might have a chance to recapture lost market share and grab new growth opportunities in the long term.

As the competition in the AI chip market intensifies, we can expect the launch of more affordable AI chips from NVIDIA competitors designed for customized AI applications. NVIDIA, on the other hand, would prioritize performance and reduce the cost of its AI chips. Since the competitors still lag in designing and developing advanced AI chips and often depend on third parties, NVIDIA is likely to capitalize and dominate the high-performance AI chip space.

With the massive and growing AI market, there is plenty of room for competitors and startups to grow even with a small market share. However, regulatory delays, sustainability issues, and unethical AI use can block strategic initiatives, increase the cost of compliance, and create uncertainty for investors and partners. Navigating these challenges will make NVIDIA more resilient and agile. The increased transparency and compliance can open up new partnership opportunities and new markets in regions where compliance is a major concern.

As AI will be the source of value for many businesses, NVIDIA will use its position to diversify by tapping into new markets to reduce its dependence on traditional markets. A potential partnership the company is discussing with OpenAI, a US-based AI research organization, will likely create a pool of new commercial opportunities for both companies to explore and monetize AI-driven solutions in the healthcare, finance, and automotive sectors.

 

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Neuromarketing: How Brands Are Leveraging Brain Science to Decode Your Desires

Innovative marketing strategies have become highly important for businesses in today’s crowded markets, where there is abundant competition and consumers have a vast array of options. This is why neuromarketing, a concept where brain science meets marketing, has started gaining popularity. Christened “astonishing hypothesis” by Nobel Laureate Francis Crick, it holds great promise for current and future marketers.

Neuromarketing is a marketing strategy that uses scientific methods to understand how consumers’ brains respond to products and advertisements. It measures brain activity and how people subconsciously react to ads, packaging, and products using methods such as electroencephalography (EEG), functional magnetic resonance imaging (fMRI), and eye tracking.

The goal is to uncover the underlying motivations, preferences, and decision-making processes that drive customer behavior. This approach can help marketers and businesses create more effective advertisements, develop products that meet customer needs and wants, and set appealing prices.

The concept of neuromarketing has been around since the 1990s and it gained popularity with the development techniques such as the Zaltman metaphor elicitation technique. This method allows researchers to tap into a person’s conscious and unconscious thoughts by analyzing their metaphoric or non-literal expressions.

Companies are using various approaches to adopt neuromarketing

Neuromarketing campaigns can use numerous approaches to attract customers.

EEGs and fMRIs are becoming increasingly popular

One approach is to use brain scanning techniques such as fMRI or EEG to monitor brain activity and understand how people process information.

An example is the 2011 neuromarketing study by the South Korean automotive manufacturer Hyundai. The company measured brain activity using EEG and identified the design features most likely stimulating a desire to buy. Based on the study, Hyundai also modified the exterior design of its cars.

Another one is the 2011 commercial Yahoo rolled out to attract more users to its search engine. Before launching the US$100 million rebranding campaign, the company tested the 60-second commercial featuring happy people dancing worldwide. The company had people wear EEG caps to monitor their brain activity while watching the ad to gauge its impact. The results showed that the ad stimulated activity in areas of the brain associated with memory and emotional response, suggesting it could effectively grab viewers’ attention.

Similarly, Microsoft partnered with California-based market research company EmSense in 2009 to study the brain activity of Xbox gamers to understand how engaged they are when exposed to 30- and 60-second TV ads versus in-game ads on the Xbox. The study, using EEG technology, showed that the highest level of brain activity occurred during the first half of TV ads promoting an automotive brand. Also, brain activity decreased when the same ad was repeated during Xbox Live in-game advertising. Microsoft incorporated this format to improve the ad’s memorability.

Businesses such as Frito-Lay, a US-based snack manufacturer, use EEG and focus groups to assess consumers’ genuine reactions to new advertisements. In a 2008 ad, they showed a woman pranking her friend by filling her laundry with orange Cheetos. Despite the focus group participants expressing a dislike for the ad, an EEG study revealed that they actually found it enjoyable.

The EEG-based neuromarketing trend will likely gain even more traction, especially with wearable EEG devices becoming increasingly common. In 2011, Tokyo-based multinational conglomerate Hitachi developed a portable, wearable brain scanner that neuromarketing can employ. Users can wear it while performing everyday activities, such as shopping, allowing marketers to study consumer behavior and preferences in real-life settings. This will also help them to develop marketing campaigns aligned with consumer preferences.

Neuromarketing How Brands Are Leveraging Brain Science to Decode Your Desires by EOS Intelligence

Neuromarketing How Brands Are Leveraging Brain Science to Decode Your Desires by EOS Intelligence

Marketers track eyes to identify customer preferences

Eye-tracking technology is another important technique used in neuromarketing. This technology records the movement of a person’s eyes as they view a screen, generating a heat map to show where they focused their attention. This method can be used to compare the effectiveness of different ads.

A 2009 study conducted by Objective Experience, a Singapore-based research firm, found that when people are shown a diaper ad with a baby looking directly at them, they pay less attention to the message. However, when the baby looks at the ad content, people engage more with the message.

Companies such as UK-based Unilever frequently use this method to test how their products perform in-store. In 2016, it partnered with Swedish technology company Tobii to record shoppers’ attention data while browsing products on the shelf using wearable eye trackers. The data was then analyzed to identify the features that drew shoppers’ attention, how they interacted with branding and marketing elements, and their impact on customer behavior. The insights from this study helped Unilever determine the design features that resonate most with shoppers, allowing the company to optimize brand awareness and perception.

Many other companies have also experimented with eye-tracking techniques. In 2017, the Japanese automotive manufacturer Toyota collaborated with Tobii to improve its in-store experience. The study revealed that younger shoppers spent more time on interactive digital elements, while older shoppers focused on textual information. However, it also showed that interactive digital screens generated the most engagement. This study became very beneficial for Toyota. Since consumers, such as automobile buyers, visit showrooms to make a specific purchase, eye-tracking technology can directly impact the sales of such companies.

While Unilever and Toyota collaborated with Tobii on neuromarketing strategies, UK-based pharmaceutical giant GlaxoSmithKline (GSK) has developed an in-house technique. In 2017, it launched a “Consumer Sensory Lab” to test its products using eye-tracking technology. The lab is designed to mimic a real store, allowing consumers to browse and shop while being monitored by eye-tracking devices. This allows GSK to analyze how consumers interact with products on the shelf and what packaging elements catch their attention. GSK’s investment in this technology shows that big players are now considering leveraging neuromarketing for market research and product development.

Packaging, colors, and emotions are essential in neuromarketing

Many companies are using effective packaging and experimenting with color psychology in neuromarketing. In 2009, Frito-Lay partnered with Ontario-based Juniper Park to understand why women were not choosing their products. The company identified that its shiny packaging was generating feelings of guilt in women while snacking. They redesigned their packaging using softer colors and avoided language that might trigger guilt.

Several companies use certain colors as neuromarketing tools to evoke specific emotions. US-based Coca-Cola’s use of the color red is an example. Similarly, brands such as Target and Netflix use red to convey feelings of power, excitement, and passion. Red has also been linked to increased hunger. Many fast-food chains, such as Wendy’s and KFC, use red to increase client engagement.

Many businesses also try to increase engagement by bringing out specific emotions. An example is German auto manufacturer Volkswagen’s 2011 Super Bowl ad, featuring a young boy dressed as Darth Vader trying to use “the force” on a VW Passat. Experts attributed the ad’s success to its combination of nostalgia (Star Wars), empathy (parental love), and humor (Darth Vader’s reaction).

Another example is Frito Lay’s 2018 “Operation Smile” campaign, which featured a series of smiles on the packaging of its potato chips. The campaign was designed to bring joy and happiness to customers and successfully connect with them.

Many brands are redesigning their packages and presentations using neuromarketing feedback, and the trend is expected to continue in the future.

AI integration and emotion AI are the emerging trends in the market

Integration with AI is one emerging trend that is greatly benefiting neuromarketing. As consumers engage in various online platforms, including social media, they leave a digital trail of personal information. This can be accessed by AI programs stored in the cloud.

AI analyzes this data and identifies patterns and customer preferences. This information can then be used to create effective marketing strategies. Netflix, for example, uses AI to power its recommendation engine and suggest shows based on users’ viewing history, completion rates, popularity rankings, etc.

AI also plays a crucial role in facial recognition and emotion detection. AI-driven facial tracking technologies are expected to help marketers understand how people respond emotionally to ad content more efficiently and accurately, helping them to design more engaging and impactful experiences.

Emotion AI, a type of artificial intelligence that analyzes, responds to, and simulates human emotions by detecting and interpreting emotional signals from various sources such as text, audio, and video, is another technological trend expected to benefit neuromarketing. Since this technology can capture and analyze human emotions and body language, marketers can use it to create user-centered and empathetic advertisements.

Sentiment analysis is an example, a tool used by Emotion AI that analyzes human emotions in text. This is often employed in marketing functions such as product review analysis.

An example is a 2018 campaign by the American sportswear giant Nike. The company used sentiment analysis to navigate the controversy surrounding NFL player Colin Kaepernick’s “take a knee” protest. As public opinion was divided, with both critics and supporters voicing their views, Nike partnered with California-based software development company Sentieo to monitor customer sentiments to protect its reputation. They tracked tweets and news related to the campaign before and after incorporating the “#justdoit” hashtag in Kaepernick’s tweets. The analysis also showed that consumer purchase intent improved due to the campaign, which benefited Nike.

Using tools such as Emotion AI is expected to directly affect companies’ profits since it helps them easily identify the customer’s opinion about the brand. It can also be used to detect early warning signs of customer dissatisfaction or frustration. This is expected to enable businesses to address issues promptly and reduce the risk of negative word-of-mouth or online reviews.

There are challenges and concerns about adoption

Though neuromarketing is expected to shape the future of marketing, interested players must address some concerns before taking the plunge. Critics have raised ethical concerns about its morality and the potential for privacy violations. There is also a potential for bias and inaccuracies in the research methods, leading to unreliable conclusions and flawed marketing strategies.

Larger companies with greater budgets are more likely to use neuromarketing leaving smaller players, who cannot afford the cost, at a significant disadvantage. This will widen the gap between these companies, as smaller ones will struggle to compete with larger companies’ marketing and advertising capabilities. Also, consumers may unknowingly choose products influenced by neuromarketing tactics, making it even harder for smaller companies to compete.

Moreover, larger corporations will have the means to invest in research and development of own neuromarketing techniques, further solidifying their advantage. These companies are also likely to keep the research findings proprietary, thereby limiting opportunities for smaller companies to compete.

More research is also needed to bring neuromarketing to the mainstream, especially in areas where real-time responses and feedback are required, such as in-store shopping. Since EEG technology, widely used in neuromarketing, can be compromised by interference from other electrical devices and requires subjects to remain still, it can become difficult to replicate lab-based research conditions in a real-world setting.

EOS Perspective

The marketing landscape has significantly transformed in the past few years. Consumers are now more tech-savvy and take to social media platforms when faced with an unpleasant event. Companies are also aware that negative reviews on online platforms can significantly impact a brand’s reputation within a short time. This can be increasingly managed by employing neuromarketing. Though it is still considered to be in its embryonic stage, experts believe this innovative marketing technique will reshape advertising and consumer-business relationships.

As the number of global mobile users is expected to cross 7.5 billion in 2025, according to a 2021 report by the US-based market research firm, The Radicati Group, neuromarketers are expected to collect real-time data by leveraging mobile devices. This will enable players to capture a more authentic and nuanced understanding of consumer behavior in real-world settings rather than relying solely on laboratory-based or controlled environments.

This real-time data collected using mobile devices can be used to design marketing strategies, product development, and customer experiences that are more tailored to meet consumers’ evolving needs and preferences.

Experts also believe that technological advancements such as brain-computer interfaces (BCIs) can revolutionize the marketing landscape in the near future. BCIs enable seamless communication between the human brain and machines, giving marketers access to consumers’ real-time thoughts and emotions. This is expected to pave the way for ultra-personalization, as companies can tailor their products and advertisements to individuals’ unique preferences and emotional responses.

While there are ethical concerns surrounding its use, the fact that neuromarketing is still in its early stages of development means it has the potential to evolve in tandem with addressing the ethical doubts. As technology becomes more accessible, the key challenge will be ensuring that neuromarketing is used responsibly and ethically.

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What’s Fueling Asia’s Drive to Develop Wholesale CBDCs?

The emergence of Central Bank Digital Currencies (CBDCs) has become a central focus in the global financial space, as it offers the potential for revolutionary shifts in how the world conducts and manages monetary transactions. While much of the spotlight has been on retail CBDCs, wholesale CBDCs are gaining momentum globally. Asia is leading the pack in developing wholesale CBDCs that offer opportunities that may significantly impact the global financial landscape.

Asia is outpacing developed countries in the drive toward wholesale CBDCs

Wholesale CBDCs are digital forms of a country’s fiat currency. Unlike retail CBDCs, only a limited number of entities can access wholesale CBDCs, which are designed for undertaking interbank transactions and settlements. The concept of wholesale CBDCs is similar to currently available digital assets used for the settlement of interbank transactions, with the key differentiation being the use of technologies such as distributed ledger technology (DLT) and tokenization.

Wholesale CBDCs have garnered global interest with central banks. Facebook’s (albeit failed) attempt to launch its Libra cryptocurrency in 2019 was a breaking point for blockchain technology’s use in global finance, eventually spurring the development of wholesale CBDCs. Initially launched as a measure to counter private cryptocurrencies, wholesale CBDCs are fast emerging as a potential disruptor in the fintech space.

Currently, more than 30 countries are researching the use of wholesale CBDCs. Interestingly, about half of these countries are from Asia. The development of wholesale CBDCs in Asian countries has outpaced the efforts of financially strong economies such as the USA and the UK, as these CBDCs offer more tangible benefits to developing economies in Asia than their more developed counterparts.

Several Asian countries have engaged in pilot programs, and proof-of-concept runs to explore the use of wholesale CBDCs to improve the efficiency of domestic large-value transactions and cross-border transfers.

China has been at the forefront of the development and widespread testing of wholesale CBDCs. Several Southeast Asia and the Middle East countries, including India, the UAE, Thailand, and Singapore, have launched pilot programs to explore the viability of wholesale CBDCs and test interoperability for cross-border transactions.

Achieving faster and cheaper cross-border transactions is key to Asian central banks

Growth in global trade has resulted in exponential growth in cross-border transaction volumes. However, these cross-border transactions are faced with challenges. There may be involvement of potential intermediaries, varying time zones, and regulatory frictions that may cause slower settlement. Financial systems such as SWIFT have a stranglehold on the cross-border transaction ecosystem, with many of these transactions using SWIFT messaging to settle payments.

Potential intermediary fees and forex-related charges also lead to increased transaction costs. According to World Bank’s estimates, transaction costs for cross-border transactions may range up to 6% of the transfer value, a significant surcharge.

Removing friction associated with cross-border transactions is a key goal behind Asian countries’ push toward exploring wholesale CBDCs.

A growing interest in wholesale CBDCs is attracting investments in building large-value payment infrastructures in Asia, allowing for faster and more efficient cross-border transfers. Wholesale CBDCs enable central banks to transact directly with each other, removing the involvement of multiple intermediaries and resulting in quicker transaction settlement. This also results in the elimination of intermediary fees to help lower transaction costs.

Technology also adds elements of security and traceability to these digital transactions. It also offers the potential to program them by automating or restricting payments if certain conditions are met.

Challenging US dollar dominance in cross-border settlements offers additional motivation

Several Asian countries are also looking to reduce their reliance on financial settlement systems that involve US dollar reserves. Currently, most cross-border transactions involve the use of the US dollar. Countries with limited forex reserves also face the challenge of outgoing reserves, resulting in potential currency inflation and adding to the already high transaction costs.

Wholesale CBDCs offer several Asian countries, particularly those with limited US dollar reserves, an opportunity to directly transfer the amount in their local digital currencies and eliminate the need for US dollars in bilateral transactions.

Developing Asian economies, such as China and India, with significant cross-border transactions, are looking to promote their CBDCs as a potential reserve currency in the Asian region that would allow cross-border settlement directly in the digital currency. It is also in the interests of countries such as China to develop its CBDC (e-CNY) as a potential alternative to the US Dollar in cross-border trade to mitigate any potential currency-related challenges posed by economic sanctions from the USA and EU.

What’s Fueling Asia’s Drive to Develop Wholesale CBDCs by EOS Intelligence

What’s Fueling Asia’s Drive to Develop Wholesale CBDCs by EOS Intelligence

Tandem development and collaborations offer tailwinds to CBDC projects in Asia

Central banks of several Asian countries are undertaking information sharing and tandem development of CBDC infrastructures to mitigate some challenges associated with CBDC.

Recent pilot projects such as mBridge, launched by central banks of China, the UAE, Thailand, and Hong Kong, have been testing the use of a common ledger platform for real-time peer-to-peer transactions. The launch of several other projects, such as Project Mandala (involving Singapore, South Korea, and Malaysia) and Project Aber (involving Saudi Arabia and the UAE), is laying the groundwork for the widespread implementation of wholesale CBDCs.

Another potential avenue for collaboration includes forming partnerships with central banks to maintain reserves of digital cash to facilitate direct settlement. China, in particular, plans to develop e-CNY as a potential reserve currency alternative to the US dollar.

Interoperability and ownership are key challenges to CBDC implementation

While the use of wholesale CBDCs certainly comes forward as a boon, there are challenges in using these technology-driven digital currencies. CBDCs may have varying protocols, and interoperability between different CBDC frameworks remains a key challenge for implementing wholesale CBDCs for cross-border transactions.

Establishing common technical and operational standards is essential to ensure CBDC interoperability. Currently, most pilot programs involve CBDCs with common or similar technological frameworks and rules, which limit the application of wholesale CBDCs to a certain number of compatible entities.

Recent research projects are laying the groundwork for CBDCs’ compatibility with various ledgers and technical frameworks. However, significant testing will be required before compatibility can be established across the Asian region.

Ownership, governance, and regulatory oversight of wholesale CBDC technologies are other key concerns. Doubts exist over who will oversee the transactions and ledger entries, especially for any multi-party cross-border transaction.

Systems must also to adhere to anti-money laundering and counter-terrorism financing regulations. Varying financial laws may also hamper the seamless implementation of these anti-money laundering and counter-threat funding regulations across the region.

Lastly, like any digital asset, CBDCs are also susceptible to cyberattacks.

EOS Perspective

Wholesale CBDCs can potentially change the nature of cross-border transactions across Asia and globally.

We are likely to witness significant growth in test runs and pilot programs by several Asian countries to provide proof of concept for the applicability of wholesale CBDCs in countering the challenges associated with cross-border transactions. We can expect a spurt in CBDC alliances and treaties among countries with significant bilateral and intra-regional trade. Simultaneously, it may result in slightly reduced transaction volumes going through existing cross-border financial systems such as SWIFT.

The next stage of CBDC evolution is likely to coincide with the emergence of pilot programs involving multiple CBDCs with different technological frameworks, creating possibilities for easier and seamless cross-border transactions among banks or countries without any existing bilateral or regional partnerships.

These developments are likely to be aided by the development of enabling technologies such as RegTech (regulatory technologies) and SupTech (supervisory technologies), which could provide the sandbox environment for widespread testing of the CBDC systems, as well as lay the groundwork for potential regulatory systems to manage these infrastructures.

With the bulk of cross-border transactions still being conducted in the US dollar, wholesale CBDCs do not pose any imminent threat to its dominance. The US dollar’s future prospects in this role will depend on whether digital currencies such as e-CNY take off as a reserve currency, which is unlikely, at least in the short- to medium-term.

The overall success of wholesale CBDCs will depend on the level of cooperation that countries across Asia can develop over the next few years.

by EOS Intelligence EOS Intelligence No Comments

Prescribing Security: Diagnosing and Treating the IoT Universe in Healthcare

The integration of the Internet of Things (IoT) into the healthcare industry has significantly transformed the delivery of medical services, enhanced patient experiences, and revolutionized medical practices. While the benefits of IoT are undeniable, there are challenges that come with its adoption. Issues such as device hacking and data breaches pose significant obstacles that must be addressed. Therefore, it is essential for device manufacturers to design medical devices with caution. By taking a proactive approach and investing in robust cybersecurity measures during the design and development phases, manufacturers can create devices that are more secure and less vulnerable to hacking.

IoT has revolutionized the healthcare industry by enabling medical devices to connect and communicate with each other, as well as with healthcare providers and patients. These devices utilize cloud computing and collect valuable data in real time, allowing for remote monitoring, timely interventions, and personalized care.

The average hospital room worldwide has an estimated 15 to 20 interconnected medical devices. This number is steadily increasing due to the rising adoption of internet-connected devices. The market for IoT medical devices is close to US$40 billion as of 2023. With exponential growth, it is likely to cross US$150 billion over the next five years. This upward trajectory is geared towards reducing healthcare systems’ costs, enhancing patient care, and streamlining clinician workflows.

Healthcare organizations are not immune to cybersecurity breaches

Amid this inevitable growth in adoption, it is crucial to prioritize the security of medical devices to protect patients’ lives, safety, and privacy. While these devices have the potential to streamline and improve treatment, they also pose significant risks due to their susceptibility to cyberattacks.

According to a 2019 report by Fierce Healthcare, 82% of healthcare organizations experienced cyberattacks targeting IoT devices. Moreover, about 53% of medical and IoT devices in hospitals had vulnerabilities. Cybercriminals have honed in on the healthcare industry as a prime target, capitalizing on its perceived lack of robust cybersecurity protocols.

Healthcare bleeds out money without a cybersecurity cure

According to IBM’s Cost of a Data Breach 2023 report, the average cost of a cyberattack in the healthcare industry is US$4.45 million per breach, marking a 2.3% increase from the previous year’s average cost of US$4.35 million.

This significant uptick in costs since 2020, when the average overall cost of a data breach was US$3.86 million, represents a substantial 15.3% increase over three years. This growth underscores the importance of prioritizing cybersecurity measures to protect sensitive patient data and ensure the safety and integrity of medical devices in healthcare settings.

Unaddressed IoT challenges in medical devices lead to unauthorized access

Despite the many potential benefits of IoT medical devices in healthcare, the lack of adequate security measures continues to be one of their main challenges. Many devices do not have robust encryption protocols or authentication mechanisms, making them easy targets for hackers.

These vulnerabilities could potentially be exploited to gain unauthorized access to patient information or manipulate the device to deliver harmful treatments. As these devices become more interconnected with other healthcare systems, the potential cyberattacks only increase, posing a serious threat to patient safety.

Prescribing Security Diagnosing and Treating the IoT Universe in Healthcare by EOS Intelligence

Prescribing Security Diagnosing and Treating the IoT Universe in Healthcare by EOS Intelligence

Hackers endanger patients’ health and lives

Hackers can exploit vulnerabilities in IoT medical devices to gain access to sensitive patient information, alter treatment settings, or sabotage critical systems. This poses a grave threat to patient safety and privacy, as well as the overall integrity of healthcare infrastructure. Furthermore, since IoT devices are interconnected, a breach in one device could potentially compromise the entire network, leading to widespread disruptions and chaos in healthcare delivery.

One example of such a breach occurred in 2019 at a Springhill Medical Centre in the USA involving a ransomware attack. This attack disabled patient monitors for several days, leading to a substantial impact on patient care. A lawsuit has been filed, alleging that the disabled monitoring devices led to infant death during delivery at the center.

IoT medical devices need improved security to match technological advancements

The rapid pace of technological advancements in IoT medical devices often outpaces the development of security protocols. New features and functionalities are constantly added to these devices to improve patient care.

However, these updates may also introduce additional security vulnerabilities that cybercriminals can exploit. Many healthcare providers struggle to keep up with these evolving threats and may not have the resources or expertise to effectively secure their IoT devices on an ongoing basis.

Diversity of IoT devices complicates securing healthcare environments

The healthcare environment is characterized by a diverse range of interconnected devices, often developed by various manufacturers with varying security protocols, making it difficult to implement a cohesive security strategy across all devices. This diversity complicates efforts to achieve comprehensive visibility and security, as each device may require distinct monitoring and protection strategies.

Additionally, the sheer number of devices in use within a healthcare facility can overwhelm IT teams responsible for monitoring and securing them, increasing the likelihood of overlooking potential security risks.

Limited downtime poses cybersecurity challenges

IoT medical devices are used continuously in real time, leaving little room for downtime. This lack of downtime poses a challenge for security teams, as they have limited time to analyze the devices and implement necessary patches to ensure their security.

The constant use of these devices in healthcare settings highlights the importance of finding a balance between security and functionality in order to safeguard sensitive patient data and uphold the integrity of the healthcare system.

Devices’ size and continuous connection result in insufficient battery support

Another challenge in the realm of IoT devices is related to their powering. Many of these devices use batteries and their compact size restricts the capacity for large, durable batteries. They need to be constantly connected to transmit data, which continually drains power.

These devices’ limited power and memory make it difficult to incorporate encryption, continuous software updates, and authentication protocols that can protect sensitive patient information from hackers.

Durability of IoT medical devices poses a security risk

Additionally, IoT medical devices are engineered to have a long lifespan. Their durability can pose a security risk. Once a vendor ceases production or stops releasing updates for these devices, hospitals may continue to rely on outdated technology, making them vulnerable to cyberattacks.

Hospitals must play a role in safeguarding their IoT device systems

Securing healthcare IoT devices can be a complex task, but it is essential to implement a variety of solutions to guarantee their security.

Part of this responsibility lies on the healthcare institutions themselves. Hospitals must ensure regular software updates, avoid default settings, and provide comprehensive training to staff members. Healthcare providers must implement unique and multilayered login structures for every device, such as two-step logins, hard-coded passwords, firewalls, and fingerprint checks to ensure that patient information is securely stored.

Leading players’ solutions increase devices’ resilience to breaches

Advanced and complex security solutions

Prominent vendors, such as Medigate, Medcrypt, and Cynerio, provide advanced platforms designed to assist healthcare organizations in safeguarding their networks and connected medical devices.

These security vendors offer complex security solutions, including real-time threat detection, device monitoring, network activity visibility to medical device manufacturers, and vulnerability management solutions to enable healthcare providers to effectively identify and mitigate potential risks associated with their connected medical devices.

Detection and recovery plan

Cybersecurity providers are generally vigilant in offering detection and recovery services to safeguard medical assets and systems around the clock. In the event of a security breach, they must be able to swiftly implement response and recovery plans to mitigate the impact. With a focus on healthcare, they must be able to identify issues efficiently without overwhelming users with excessive information. They need to aim at taking instant action to restore normalcy as quickly as possible.

Network segmentation

Another important solution players should provide is network segmentation, which involves dividing devices into separate, private wireless networks to protect data in the event of a cyberattack. Firewalls and multi-factor authentication can achieve this. By segmenting the network into distinct zones, healthcare providers can isolate medical devices from other parts of the network, reducing the risk of a cyberattack spreading across the entire network. This segmentation also allows for more granular control over medical devices, limiting the potential for unauthorized access or tampering.

Modern network segmentation for medical devices now relies on technologies such as virtual LANs and subnets to keep up with advanced cyber threats. For instance, Cisco Systems, a multinational technology conglomerate, offers medical device security solutions whose key aspect is network segmentation. Cisco also provides specialized monitoring and analytics tools to assist healthcare organizations in detecting and responding to security incidents in real time. These tools can identify abnormal behavior on the network, alerting security teams to potential threats before they can cause harm.

AI technology and machine learning

IoT device security providers, such as IBM Corporation, Cylera, CyberMDX, Sternum, ClearDATA, and Palo Alto Networks, place emphasis on conducting comprehensive risk assessments during software validation to guarantee devices’ security. In the event of new cyberattacks, these providers inform stakeholders and offer solutions, such as security updates. They have integrated programs that utilize AI technology and machine learning to proactively manage risks and stay ahead of cybersecurity threats.

Security vendors contribute to IoT device safety protocols transformation

The cybersecurity industry is currently experiencing a surge of new companies that are transforming security protocols. Armis, a leading US-based asset intelligence cybersecurity company and provider of agentless device security solutions, is spearheading this movement.

Notably, Medtronic and Zimmer Biomet have incorporated Armis’ security platform into their products, such as insulin pumps and orthopedic devices. Armis offers the Armis Centrix platform, powered by the Armis AI-driven Asset Intelligence Engine. The platform has the capability to detect breaches, run routine security scans or updates, maintain asset visibility, identify blind spots, optimize resource allocation, and perform essential maintenance. Armis’ solutions encompass advanced threat intelligence and machine learning features, enabling the system to adapt to new and emerging threats. This proactive cybersecurity approach is essential in the healthcare sector, where any disruption or compromising of medical devices could have severe repercussions.

Collaboration is key to effectively managing cyberattacks

Collaborations between medical device manufacturers and cybersecurity vendors to combat IoT medical device hacking have great potential. It also facilitates the sharing of threat intelligence and best practices, enabling vendors and manufacturers to proactively address emerging threats and vulnerabilities. Their collaborative efforts center on safeguarding critical devices from cyber risks by implementing protective measures for both the devices and the data they collect.

Philips partnered with CyberMDX to create a vendor-neutral cybersecurity service

In November 2020, Philips, a prominent player in healthcare technology, partnered with CyberMDX, a cybersecurity expert specializing in medical devices. This partnership focused on enhancing the security of connected medical devices and systems, essential for protecting patient data and for the smooth operation of healthcare facilities.

Drawing from Philips’ industry expertise and CyberMDX’s cybersecurity solutions, together they provide vendor-neutral options to protect IoT medical devices. They focus on managing connected devices in hospital settings, whether they are managed or unmanaged, by utilizing a combination of risk assessment, detection, threat intelligence, and prevention capabilities in the constantly evolving healthcare technology landscape.

Medcrypt collaborated with NetRise to address cybersecurity issues

In August 2023, Medcrypt, a US-based proactive cybersecurity provider, partnered with NetRise, another US-based cybersecurity company. By combining Medcrypt’s experience in identifying and managing vulnerabilities with NetRise’s ability to develop Mobile Device Management software featuring a Software Bill of Materials (SBOM) for embedded devices and firmware, medical device manufacturers now have access to a comprehensive solution to protect their devices from potential cyber threats throughout their lifecycle.

Medcrypt integrated NetRise’s SBOM generation capabilities into the Helm tool, enabling continuous integration, analysis, and transparency of the ever-changing state of medical device software. This integration facilitates the proactive identification and mitigation of the most exploitable vulnerabilities, extending support for SBOMs across the entire lifecycle of medical devices. The resulting solution empowers medical device manufacturers to create, ingest, enhance, manage, and monitor SBOMs, providing invaluable insights into the vulnerabilities present in their embedded devices and firmware. This collaboration represents a significant advancement in bolstering cybersecurity measures within the healthcare industry.

The industry is moving towards Trojan-free devices to safeguard against cyberattacks

Among the various cybersecurity threats faced by IoT medical devices, hardware Trojans are emerging as a grave concern. Hardware Trojans involve the deliberate manipulation of an integrated circuit or electronic device to compromise its security features or functionality.

Hardware Trojans are typically small in size, consist of only a few gates, and alter the device chip’s functionality. Due to their small size, hardware Trojans are challenging to detect using traditional offline methods such as side-channel analysis or digital systems testing. As a result, the healthcare industry is increasingly prioritizing the development of Trojan-free medical devices to enhance the security of IoT medical devices.

Unlike other medical devices, Trojan-free devices are highly secure and challenging to breach. Attackers would need a high level of expertise to understand the device’s design blueprint through reverse engineering and then create a manipulation that can only be triggered under specific conditions.

Moreover, the development of Trojan-free medical devices presents a unique opportunity for manufacturers to drive innovation, improve patient care, advance cybersecurity solutions, and shape regulatory standards.

One example of a Trojan-free medical device is the Philips IntelliVue patient monitor, which tracks patients’ vital signs and provide real-time data. This device works with advanced network security measures, including firewalls, encryption, and intrusion detection/prevention systems, to safeguard against unauthorized access and malware infiltration. Its cybersecurity features are specifically designed to protect against potential threats such as unauthorized access and data breaches.

Boston Scientific’s S-ICD implantable cardioverter-defibrillator is another Trojan-free medical device. It treats patients at risk of sudden cardiac arrest by delivering an electric shock to restore normal heart rhythm. This device employs encryption to secure communication between the device and the programmer and authentication protocols to ensure that only authorized healthcare professionals can access and control it.

EOS Perspective

IoT has transformed numerous industries, with healthcare being no exception. In the realm of healthcare, IoT medical devices utilized in virtual wards, such as remote monitoring devices and wearable sensors, are susceptible to cyberattacks. These attacks can result in unauthorized access, data tampering, and disruption of patient care. Detecting and responding to cyber threats targeting medical devices is crucial.

To combat these threats, security vendors employed prevention systems, anomaly detection algorithms, and advanced analytics to identify potential cyberattacks and abnormal device behavior. Implementing robust incident response plans, conducting simulated exercises, and utilizing strong device security measures is imperative to safeguard against device-level cyber risks.

The field of cybersecurity in healthcare is intricate and constantly evolving. Addressing cybersecurity risks necessitates a comprehensive approach that encompasses technology, policies, regulations, and education. Continuous collaboration, vigilance, and adaptation to emerging threats are essential to ensure the security and safety of medical devices in the future.

Moreover, healthcare facilities must prioritize the implementation of robust device security risk management practices. This involves establishing standard protocols, automating device isolation, utilizing asset intelligence to minimize security breaches, and ensuring compliance with regulatory frameworks such as HIPAA, FDA, ISO 13485, and HITRUST when acquiring and managing connected medical devices.

In addition, healthcare facilities must provide comprehensive training to professionals who work with these devices on cybersecurity best practices and identifying potential security threats.

Collaboration between healthcare providers, device manufacturers, cybersecurity experts, and regulatory bodies is essential for enhancing the security of medical IoT devices. By sharing knowledge, resources, and best practices, stakeholders can collectively address vulnerabilities and safeguard healthcare systems.

Their collaborative efforts facilitate the adoption of SBOM formats, threat modeling processes, Secure Product Development Framework, encryption technologies, AI-based anomaly detection, regulatory frameworks, and secure hardware modules. This approach ensures a more secure environment for medical IoT devices and ultimately protects patient data and healthcare systems from potential cyber threats.

Innovations such as blockchain technology, biometric authentication, predictive analytics, regular patching or updates, and Trojan-free medical devices offer promising opportunities to enhance security measures in the healthcare sector. Trojan-free medical devices, in particular, show great potential in safeguarding patient data, ensuring device integrity, and maintaining the trustworthiness of healthcare technology. This not only improves device reliability but also reduces downtime, benefiting both patients and healthcare providers. This is likely the direction the industry will take in the long run.

By prioritizing proactive cybersecurity measures and compliance with regulations, healthcare security providers can offer potential solutions to enhance the security and integrity of medical devices and the data they handle.

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