Showing posts with label AI. Show all posts
Showing posts with label AI. Show all posts

May 23, 2025

GSMA Report: 'Mobile Money Continues to Positively Impact the Lives and Livelihoods of Millions, but There Is a Need for Greater Digital Financial Literacy'

As I was preparing for a phone call with a gentleman who has an idea of creating a service that will allow people in Africa to transfer funds, I found a report entitled State of the Industry Report on Mobile Money 2025 (SOITR), which finds transaction volumes and values for mobile money accounts experienced robust double-digit growth in 2024. Prepared by the GSMA Mobile Money program, which works to advance the mobile money ecosystem for communities worldwide that lack access to more traditional banking services, the report also points out that approximately 108 billion transactions, totaling over $1.68 trillion, were processed through mobile money accounts in 2024. Year-on-year, transaction volumes increased by 20%, while transaction values grew by 16%, up from a 13% increase in 2023.

The report provides a quantitative assessment of the state of the mobile money industry based on GSMA data from the Mobile Money Deployment Tracker, the 2024 Global Adoption Survey on Mobile Money and Mobile Money Estimates and Forecasts. This supply-side data is further enhanced with nationally representative quantitative primary research from the 2024 GSMA Consumer Survey of seven low- and middle-income countries (LMICs).

The report's key findings include:
  • In 2024, the mobile money industry achieved two major milestones: these were over two billion registered accounts and more than half a billion monthly active accounts;
  • Mobile money continues to contribute to the gross domestic product (GDP) in countries with a service;
  • Growth in Sub-Saharan Africa has contributed to the increased reach of mobile money agent networks worldwide;
  • Mobile money offers a viable business case to parent companies, with average revenue per user having grown from $2.86 in 2023 to $3.51 in 2024;
  • In 2023, the value of both bill payments and bulk transfers dropped for the first time; in 2024, both use cases saw a significant rebound;
  • Several interoperable mobile money use cases saw continued growth in transaction values in 2024;
  • The number of mobile money providers offering adjacent services has grown again;
  • When comparing different regions, mobile money in East Asia and the Pacific has seen progress over the past few years;
  • Many mobile money providers (MMPs) are benefitting from a more enabling regulatory environment in several areas;
  • Across 12 countries surveyed (Bangladesh, Egypt, Ethiopia, India, Indonesia, Kenya, Nigeria, Pakistan, the Philippines, Senegal, Tanzania and Uganda), a gender gap in mobile money account ownership exists in eight countries (Bangladesh, Egypt, Ethiopia, India, Nigeria, Pakistan, the Philippines, and Senegal); and
  • Mobile money continues to positively impact the lives and livelihoods of millions, but there is a need for greater digital financial literacy.

Regarding how mobile money providers are improving customer behavior, the report notes that "MMPs are taking steps to overcome these challenges. Many are investing in artificial intelligence (AI)-driven credit-scoring algorithms to improve their understanding of borrower behavior and tailor repayment options to prevent defaults. In India, Airtel Payments Bank has launched an AI-powered credit scoring system to assess creditworthiness, providing users with personalized financial solutions." What is more, "Such initiatives can gradually improve financial solutions to foster greater inclusion. For instance, AI can be used to generate data on a customer's ability to repay a loan."

With respect to the need for greater digital financial literacy to maximize mobile money's positive impact on the lives of millions of people, the report explains that "[w]hile mobile money serves as an entry point to other services, low digital financial literacy is often a barrier. As a result, around 60% of survey respondents have launched a digital financial literacy policy to increase digital skills and therefore mobile money use over time."

Lastly, on the topic of comparing different emerging and developing markets, the report importantly notes: "In 2024, East Asia and the Pacific had the second fastest growth rate for active monthly accounts behind the Middle East. It is one of the few regions where active 30-day accounts grew faster than registered accounts. Enabling regulation in markets such as Cambodia, Fiji, the Philippines and Vietnam has supported the growth of digital payments."

During my conversation with the young gentleman originally from West Africa who is seeking to develop a money transfer platform for his home market, I referenced the following text provided in the report's Forward authored by GSMA's Director General, Vivek Badrinath: "Today, Sub-Saharan Africa remains the epicenter of mobile money, accounting for over 1.1 billion registered accounts. However, East Asia and the Pacific and the Middle East and North Africa will be interesting regions to watch moving forward. Last year, both regions saw considerable growth in the number of mobile money accounts, active users and transaction volumes."

Mr. Badrinath encouragingly adds that "[a]s mobile money continues to drive financial inclusion, it is also unlocking new opportunities for people to save, earn, and spend – solidifying its place as a true fintech success story."

What do you think of the report's findings?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

February 22, 2025

Report Delves Into the Transformative Power of Digital Innovation and Its Role in Driving Economic Prosperity

GSMA Intelligence published an insightful report that delves into the transformative power of digital innovation and its role in driving economic prosperity. Titled Economic growth and the digital transformation of enterprises, the report notes that "Industries worldwide are undergoing a profound digital transformation, reshaping the way businesses operate and interact. Connectivity, which is expected to account for 21% of enterprise digital transformation spending from 2024 to 2030, has become a critical enabler of this transformation. Businesses that can embrace advanced technologies that leverage connectivity, such as AI, IoT, robotics, AR/VR, big data analytics and cloud computing, can enhance operational efficiency, improve customer experiences and unlock new revenue streams."

Regarding how digitalization of enterprises is accelerating, the report says "This trend has been further accelerated by global challenges, such as the Covid-19 pandemic, climate change, economic uncertainty and geopolitical tensions. These challenges have all underscored the critical importance of digital infrastructure in ensuring business resilience and continuity."

The report's key findings are listed below:
  • 5G solutions are amplifying digital transformation, but enterprise adoption is still limited. Initial 5G adoption has unlocked new use cases and accelerated digitalization for early adopters across industries. But the reach of enterprise adoption of 5G remains limited. For example, according to GSMA Intelligence’s Digital Transformation Survey 2024, only 2% of surveyed enterprises had deployed 4G/5G private networks.
  • Digital transformation's economic impacts are not yet fully understood, but this report bridges the gap. While the economic impacts of mobile connectivity are well documented, the broader effects of digital transformation across sectors remain less understood. This report seeks to bridge this gap by offering empirical evidence on how the latest wave of digital technologies drives economic growth.
  • Mobile technologies and digital transformation will boost global value added by nearly $11 trillion in 2030. The continued integration of digital technologies in enterprises will increase mobile’s contribution to global GDP from 5.8% in 2024, equivalent to $6.5 trillion, to 8.4% by 2030, equivalent to almost $11 trillion.
  • Four sectors (manufacturing, financial services, automotive and aviation) will account for 34% of this impact. By 2030, advanced connectivity could enable manufacturers to achieve over $400 billion in annual cost savings, while the automotive sector could save nearly $45 billion in quality-related costs. Airports stand to reduce nearly $10 billion in flight-delay costs, and financial institutions could see a revenue uplift of over $140 billion through enhanced process automation.
  • Realizing 5G's transformative potential requires collective stakeholder action. 5G could unleash the full potential of digital transformation, driving significant economic impact and commercial value. But the benefits cannot be realized without action from all stakeholders. Policymakers, operators and the broader ecosystem must collaborate to overcome barriers to enterprise adoption, including high implementation costs, device compatibility issues and often a lack of internal technical expertise within enterprises.

In writing the report's Foreword, Richard Cockle, Head of GSMA Foundry and Connected Industries at GSMA, explains that "The digital transformation journey is not merely about adopting new technologies; it is about reimagining business models, enhancing customer experiences and fostering a culture of continuous innovation. Enterprises that embrace this transformation, working in partnership with mobile operators, are better positioned to navigate the complexities of the modern economy, unlock new opportunities and achieve sustainable growth."

I agree with Mr. Cockle's concluding paragraph that "Together, let us embrace the opportunities that digital transformation presents and work towards a future where economic growth and technological innovation go hand in hand."

How is your business embracing the transformative power of digital innovation?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

January 17, 2025

More Investment in Advanced Forms of 5G Will Unlock New Use Cases and Monetization Opportunities in Europe's Mobile Economy

"Digital infrastructure has been at the heart of social and economic progress in Europe for the better part of the last three decades. Today, nearly half a billion people across Europe are connected to the mobile internet, predominantly through high-speed 4G and 5G networks," according to GSMA's annual report on Europe's mobile economy.

The report points out that "[m]obile technologies and services now generate around 5% of GDP across Europe, a contribution that amounts to almost €1.1 trillion of economic value added. 5G, in particular, is expected to benefit most sectors of the European economy, adding around €164 billion of economic value by 2030. However, achieving further growth beyond this will be challenging within the constraints of the current regulatory environment."

The GSMA importantly notes that "Europe is at a crossroads in the development of crucial digital infrastructure, with key network-performance and consumer adoption metrics showing that it is falling behind some of its global peers. This underlines the need for urgent action by the European Commission and other authorities to implement critical policy reforms to ensure that Europe's digital economy – underpinned by strong, sustained network innovation – can re-establish a leadership position in the global tech race by 2030."

Below are the key trends shaping Europe's mobile ecosystem:
  • The focus shifts to 5G standalone and 5G-Advanced. "By the end of 2024, 5G accounted for 30% of mobile connections in Europe, equivalent to over 200 million connections. However, 5G has not yet materially altered mobile revenue growth, which remains low in most European markets. Shifting investment to more advanced forms of 5G, particularly 5G networks based on the standalone (SA) architecture, as well as 5G-Advanced, will be important to unlock new use cases and monetization opportunities. However, this investment will not occur automatically, and issues that limit the mobile sector's capacity to invest will need to be addressed first."
  • GSMA Open Gateway gains traction. "As of December 2024, 67 operator groups had signed up to the GSMA Open Gateway initiative, accounting for 75% of mobile connections globally. The geographic breakdown of operator commitments indicates regions at par, above or below their established market share. Europe is a leading region, with committed operators representing more than 20% of GSMA Open Gateway commitments despite accounting for around only 10% of mobile connections. Many of the early API launches in the region have focused on fraud prevention and security, using SIM Swap and Number Verification APIs. These represent easy wins, given the ever-present risks from fraudsters and breaches for operators and their customers."
  • Driving AI transformation responsibly. "European operators are leading the way in generative AI (genAI) adoption, with a strong emphasis on network optimization, security and enhanced customer service. Mobile operators are catalyzing genAI innovation through strategic partnerships, exemplified by Telefónica's collaborations with technology partners, as well as Deutsche Telekom's development of telecoms specific large language models (LLMs) with the Global Telco AI Alliance. To foster responsible AI, operators are prioritizing ethical AI practices to ensure fairness, protect users and reduce inequalities. The EU's AI Act sets regulatory standards for responsible AI, while the GSMA's Responsible AI Maturity Roadmap offers a framework for ethical AI use."
  • Momentum builds behind aerial connectivity. "Terrestrial networks remain the primary form of connectivity, supported by the wide area coverage of wireless networks and the mass production and adoption of mobile devices. In recent years, however, technological advances in various satellite and other non-terrestrial networks (NTNs) have helped to overcome several limitations associated with aerial connectivity. Recent developments suggest that European authorities are taking steps to keep up with their global peers in the development and application of satellite connectivity, as a complement to terrestrial-based mobile connectivity services. Recent examples include the award of a contract to the SpaceRISE consortium to develop, deploy and operate the IRIS constellation, as well as the emergence of new players across the European satellite ecosystem."

Infographic: GSMA Intelligence

The GSMA also presents a list of recommended policy reforms that will lead to increased investments in digital infrastructure that "will not only be felt across the telecoms and technology sectors but across every other industry as well":
  • Re-evaluate the existing regulatory framework that was conceived 20–30 years ago, and update the policy objectives and principles to match today’s market realities and challenges.
  • Implement additional measures to ensure fairness in the internet value chain by defining an obligation on content and application providers (CAPs) to negotiate with internet service providers (ISPs) on the terms and conditions for IP data transport services, thereby making the negotiating parties subject to a dispute resolution process in the event that an agreement cannot be reached.
  • Take a more long-term view on investment and innovation effects. The Commission needs to initiate a review of the EU Merger Regulation, which has not been reviewed for 20 years, in order to put more emphasis on the long-term investment viewpoint.
  • Establish a pro-investment approach to EU spectrum policy, including the adoption of best practices to achieve a more predictable and harmonized approach to spectrum auction designs, licensing costs, the prolongation of licenses and the identification of future bands.
  • Apply circular economy principles to network equipment and incorporate the EU taxonomy for green investment in electronic communication networks, based on robust metrics.

With respect to the mobile mobile industry's impact on the UN Sustainable Development Goals (SDGs), the report says the impact is "driven by the increased reach of mobile networks and growing take-up of mobile internet services. SDG 7: Affordable and Clean Energy, SDG 6: Clean Water and Sanitation and SDG 3: Good Health and Well-being) have seen the biggest improvement in mobile industry impact score, according to GSMA research."

What are your recommendations for how to unlock new use cases and monetization opportunities in Europe's mobile economy?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

December 31, 2024

Geopolitical Shocks and Climate Change Will Remain Biggest Risks in 2025, Says EIU Report

"Hopes that the world will one day return to normal have been continually dashed since the covid-19 pandemic, and 2025 will be no different," the Economist Intelligence Unit (EIU) says in its Industry outlook 2025 report that explores the challenges, opportunities and trends to watch in the following six industries: energy, financial services, consumer goods and retailing, technology, automotive, and healthcare. The report further says: "Although working and travel patterns are normalizing, the economic and political outlook remains uncertain. EIU forecasts that real GDP will grow by a subdued 2.6% in 2025, similar to 2024 but slower than the average for the ten years before the pandemic." What is more, "The US economy will slow as labor markets tighten, but China's will accelerate slightly, amid stimulus and reviving trade. Those of the EU and Japan will also tick up, but only smaller developing markets such as India will deliver significant growth."

Geopolitical tensions and trade barriers will force more shifts in supply chains, amid subdued business growth. The EIU also presents the following predictions for 2025:
  • Inflation is expected to ease, allowing for further monetary easing.
  • Prices for agricultural and energy commodities will fall, but those for industrial raw materials will rise.
  • Geopolitical risks will persist amid wars in Ukraine and the Middle East, while rising trade barriers between the EU, the US and China will reshape supply chains.
  • Climate change will increase geopolitical tensions. National climate pledges will be updated at COP30 in November 2025, but much will depend on US leadership.
  • Investment in technology, especially artificial intelligence (AI), will remain strong, but tech companies will face regulatory pressures, investor impatience and scrutiny over energy usage.

According to the EIU, "Falling inflation will allow monetary easing to continue. We expect the Federal Reserve (Fed, the US central bank) to cut interest rates by a further 50 basis points during 2025. We also expect prices for agricultural commodities and industrial raw materials to move in different directions in 2025- 26. Although agricultural prices will continue to trend downwards, prices for industrial raw materials will rise again, particularly for base metals that benefit from the green transition. As for energy commodities, prices will fall on average, but remain at risk from political shocks."

The UK-based company provides the following key global forecasts for each sector covered by its report:
  • Energy: Fossil-fuel markets will continue to face geopolitical risks amid conflicts in the Middle East and Ukraine, but investment into renewables will remain strong, particularly in China.
  • Financial services: Falling interest rates will weigh on bank profit margins, leading to lower dividend payouts, but the Basel III endgame will be eased or delayed further.
  • Consumer goods and retailing: Global retail volumes will expand by 2.2%, helped by disinflation, but regulations around online retailing will tighten further, particularly for high-volume low-price Asian retailers such as Shein and Temu.
  • Technology: More countries will start using satellite internet, but use cases will be limited to enterprise clients—military and maritime. Amazon's Kuiper will disrupt the market duopoly of Starlink and EutelSat OneWeb.
  • Automotive: After a difficult few years, annual new-vehicle sales will reach a record 97.2m units in 2025. We forecast that sales of new cars will rise by 2%, commercial vehicles by 4% and electric vehicles by 16%.
  • Healthcare: Global healthcare spending will outpace inflation, growing by 1.9% in real terms. The World Health Organization will make climate change the focus of its 14th four-year general program, which starts in 2025.
Companies and investors alike should take note that geopolitical shocks and climate change will remain the biggest risks in 2025. The EIU's "baseline forecast assumes that another large-scale war will not break out in Asia or the Middle East. However, the continued threat of geopolitical conflict, in addition to the continuing war in Ukraine, will lead to economic reconfiguration and policy divergence." Moreover, "The EU and the US are already raising barriers against Chinese exports in areas from  automotive and technology to healthcare. Chinese retaliation is likely to intensify in 2025 as rival blocs emerge across the world. These trends," according to the report's authors, "will reshape supply chains over 2025, and could upend our forecast of falling commodity prices and inflation."

Regarding climate change and how efforts to mitigate it will play in these political rifts, the report notes that "At COP30 in November 2025 governments are due to update their national climate pledges (NDCs), but much will depend on US leadership. The debate over environmental, social and governance (ESG) reporting will intensify as regulations enforcing disclosure come into effect in the EU and elsewhere." In addition, "EU climate regulations, due to come into force from 2026, will also have an international impact on trade by forcing multinational companies to monitor their supply chains."

While investment in technology, particularly AI, will be strong as projects gather pace, "technology companies will face pressure from several directions as regulations tighten (particularly in Europe), investors become more impatient for profits and their energy usage comes under more scrutiny." I agree with the EIU that "Companies will need to navigate these new requirements, while also trying to reconfigure their supply chains and seek out areas of growth."

What challenges, opportunities and trends are you watching as we celebrate the beginning of 2025?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

December 20, 2024

Deliver on the Promise of AI, Unlock the Value of Data, and Eight Additional Opportunities for Tech Companies in 2025

In its "Top 10 Opportunities for Technology Companies in 2025," EY, a consultancy, explains that its report published in December 2023 "highlighted the need for tech businesses to reshape, reposition and innovate for success in a world led by generative artificial intelligence (GenAI). Throughout 2024, AI use-cases and copilot deployments surged across industries; however, many reached a plateau – often because companies were not fully prepared for the cost and organization-wide transformation to enable success."

The report adds that "To get ahead, tech companies – and their customers – need to move away from viewing AI as a capability applied to traditional business processes and instead fundamentally rethink and reinvent their business to operate in an AI-first era. Tech companies themselves can lead here by demonstrating their own internal transformation journey using their own products ('tech on tech')."

I agree with the assertion: "As 2025 unfolds, the acceleration of AI adoption will continue, but it will be against a backdrop of increasing capital needs, heightened global regulatory oversight and shifting economic landscapes."

The report's authors explain that "In compiling our annual Top 10 Opportunities for Technology Companies in 2025, we've attempted to provide a balanced, future-oriented view of the potential actions for tech companies across various growth and operational levers to drive value creation in 2025." Below are EY's Top 10 Opportunities for Technology Companies in 2025:
  1. Deliver on the promise of AI: Transform potential into performance
  2. Drive growth and optimize customer experience through an agentic AI future: Harness next-generation, semi-autonomous AI "agents" to create new customer offerings.
  3. Adopt outcome-based pricing models to supplement subscription and consumption offerings: Get ahead of customer expectations with pricing that corresponds to customer value realization.
  4. Demonstrate the power of an AI-first operating model: Rethink business models and processes to boost operational agility driven from AI.
  5. Unlock the value of data: Assess opportunities to modernize and consolidate legacy systems to better harness the power of enterprise data.
  6. Empower your workforce of the future with innovative training: Boost productivity and evolve skill sets for the era of AI.
  7. Embed tax and legal functions at the outset of AI transformations: Improve strategic decision making by addressing rapid changes in tax, trade and compliance requirements by addressing them up front – not as an afterthought – to optimize business models and supply chains.
  8. Inject AI into cyber defenses: Tech companies that embed AI-driven security solutions will not only protect their assets but also position themselves in the market as leaders in trusted innovation.
  9. Move beyond contingency funds to free up capital to invest in emerging technologies: Free up resources by divesting non-core businesses/products to invest in high growth opportunities and drive sustainable growth.
  10. Shape the agenda for incoming regulators: Actively engage with regulatory bodies to structure future frameworks and drive more consistency in regulatory outcomes.

The report concludes by explaining: "In 2025, tech companies have the opportunity to translate the excitement and expectations around AI into tangible business benefits for themselves and their customers. Seizing these 10 opportunities highlighted can help accelerate this goal, and in the process, shape tech companies AI-enabled business of the future."

How is your business utilizing AI to achieve tangible benefits for your team and your customers?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

November 30, 2024

5G Expected to Contribute $10 Billion to Africa's Economy by 2030

"Mobile connectivity is a key driver of digital transformation and socioeconomic growth in Sub-Saharan Africa," according to GSMA's annual report on the state of the Sub-Saharan Africa's mobile economy. The report points out that "Governments and businesses are increasingly using 4G and 5G networks alongside technologies such as AI and IoT to enhance productivity and service delivery. Despite growing demand for mobile, a significant usage gap persists. This underscores the need for efforts by operators to address the barriers to mobile internet adoption, such as device affordability, online safety and digital skills."

The report's key findings include:
  • Persistent Usage Gap: Mobile internet penetration in Sub-Saharan Africa reached 27 percent by the end of 2023, yet a substantial usage gap of 60 percent remains. This gap represents millions who live within network coverage but face barriers such as device affordability, digital skills deficits, and concerns around online security. Globally, 3.1 billion people – 39 percent of the global population – are impacted by the usage gap. Sub-Saharan Africa is the least connected region, with the largest usage gap worldwide.
  • Expanding 4G Coverage and Early 5G Growth: The region's 4G adoption is forecast to reach 50 percent by 2030, overtaking 3G as the primary technology. Although 5G adoption remains in its early stages, it is projected to reach 17 percent of total connections by 2030, primarily in South Africa, Nigeria, and Kenya.
  • Economic Impact and Infrastructure Needs for 5G: By 2030, 5G alone is expected to contribute $10 billion to the region's economy, accounting for 6 percent of the mobile sector's total economic impact. GSMA's report emphasizes the need for progressive spectrum policies, particularly the release of mid-band spectrum, to support long-term growth and equitable digital access. Additionally, 5G Fixed Wireless Access (FWA) is gaining traction as a primary broadband solution in countries such as Angola, South Africa, Nigeria, Kenya, Zambia, and Zimbabwe, addressing demand for high-speed connectivity in underserved areas.
  • Strengthening Digital Security: South Africa became the first country in Sub-Saharan Africa to implement GSMA Open Gateway APIs, focusing on fraud prevention and security with Number Verification and SIM Swap APIs. This initiative is part of broader efforts across the region to improve digital security, particularly within digital banking​.
  • Generative AI Potential: Generative AI is expected to contribute up to $1.5 trillion to Africa's economy by 2030, with mobile operators increasingly using AI for customer engagement and network optimization. MTN and Vodacom, for instance, are deploying AI-powered initiatives to enhance operational efficiency, although the region faces a shortage of skilled AI professionals.

Through this report, the GSMA, a UK-based organization that aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change, advocates for a series of critical actions to ensure sustainable growth and digital inclusion:
  1. Affordability Reforms: High costs remain a barrier to mobile access, with the report calling for reduced taxes on the sector, such as lowering import duties on handsets and cutting activation fees, to make services affordable and accessible for all.
  2. Revitalized Universal Service Funds (USFs): Many USFs in Sub-Saharan Africa are underperforming, often hindered by inefficiencies. The report calls for reforms to improve transparency, streamline disbursements, and direct funds toward impactful initiatives, such as digital literacy programs in underserved areas.
  3. Progressive Spectrum Policy: With increasing data demands, the report urges governments to release additional spectrum, particularly in the 6 GHz band, and to adopt policies that ensure efficient, affordable, and environmentally sustainable mobile network expansion.

Infographic: GSMA Intelligence

With respect the mobile technology's contributions to the UN Sustainable Development Goals (SDGs), the report says the industry "contributes to SDG 4, which seeks to ensure inclusive and equitable quality education, and promote lifelong learning opportunities for all. Digital transformation is making learning resources more accessible, enhancing educational outcomes and supporting continuous learning. By bridging gaps in education access and improving the quality of education, mobile technology is fostering a more inclusive society."

What investment or commercial opportunities are you seeing in Sub-Sahara's mobile technology industry? What are your recommendations for closing the digital divide?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

November 5, 2024

The Role of Mobile Technology in Driving Digital Transformation of Ethiopia's Economy

"Digitalization of the economy is a key driver of economic growth and government revenue" in Ethiopia, according to a report published by GSMA, a UK-based organization that aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change. The report adds that digitalization "also supports socio-economic development and offers a path towards shared prosperity. By leveraging digitalization opportunities, the Government of Ethiopia can achieve sustainable economic growth and structural changes."

The report's additional key messages include:
  • "Adoption of digital technologies across both public and private sectors can impact on economic growth. It can increase agricultural productivity, improve access to global value chains (GVCs) and increase efficiency of government and public services. Access to emerging technologies such as artificial intelligence (AI) and cloud computing are desirable as drivers of digital and financial inclusion which in turn supports human development."
  • "Digitalization, including the telecommunications sector reform program and the introduction of mobile money, is a key part of the Ethiopian government's Homegrown Economic Reform Agenda (HGER) since 2019 and implemented under the 2021-2030 Development Plan, the Digital Ethiopia 2025 strategy, the Communications Service Proclamation No. 1148/2019 and the National Bank of Ethiopia's (NBE) strategic plans.

As explained by the report's authors, "In the five years since the launch of Digital Ethiopia 2025 and the start of the telecommunications reforms, the number of people covered by 3G networks has increased by 50%, while coverage of 4G networks has increased by 8 times. This study identifies further opportunities and quantifies the economic value of adopting digital technologies across Ethiopia's economy. It determines how these opportunities can be unlocked through policy reforms, particularly focusing on the key role that the mobile telecommunications sector and mobile money services plays in supporting the process of digitalization."

Regarding policy recommendations, I concur that "Policy reforms must balance short-term objectives with long-term investment and development to realize the full potential of digital transformation in Ethiopia. Reaping the wide-ranging benefits of digitalization will require bold actions to support demand, reduce the cost of supply and promote a policy environment that supports investment."

What is more, "The economic and social value of digital and emerging technologies relies on mobile networks as the backbone of digitalization of the economy and the mobile sector is best positioned to partner with the government to develop a mission-oriented public policy that can catalyze innovation across multiple sectors in the economy."

The report concludes with the identification of  five areas of policy recommendations that the government, the Ethiopian Communications Authority, NBE, and other relevant authorities could undertake to support the development of the mobile telecommunications sector, mobile money services, and the wider process of digital transformation in Ethiopia:
  1. Telecommunications reform implementation: Fair and timely implementation of the telecom reforms agenda to enable Digital Ethiopia transformation and inclusion objectives.
  2. Industry sustainability and investment: Support industry sustainability and development through investment and tax incentives, including reduce or remove customs duty and other costs on mobile devices to improve affordability and reduce the usage gap.
  3. Licensing, spectrum, and regulatory fees: Ensure affordable and predictable licensing, spectrum, and regulatory fees to encourage investment and densification of existing networks, rollout of new generation networks and improve affordability of services.
  4. Mobile money and payments: Discourage distortive taxation on emerging mobile money services, and continue implementing regulatory reforms to enable digital financial strategy and inclusion objectives.
  5. Demand-side policies: Support demand by continuing implementing digital government and digital ID programs, and incentivizing adoption of digital technologies by consumers and firms.

What are your recommendations for how mobile technology can drive the digital transformation of Ethiopia's economy?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

October 24, 2024

Driving Kenya's Economic Growth Through Digitalization

In a press release announcing the publication of a report focusing on the drivers behind the digital transformation of Kenya's economy, the GSMA, a UK-based organization that aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change, said: "Kenya's digital economy will contribute KSH 662 billion to GDP by 2028. This growth, driven by strategic policy reforms, will accelerate digitalization in critical sectors such as agriculture, manufacturing, transport, and trade. In addition to these advancements, the report forecasts the creation of 300,000 new jobs and an increase in tax revenues by KSH 150 billion."

What is more, "To sustain its economic momentum, diversify the economy, boost productivity, and create high-quality jobs – particularly for young and rural populations – Kenya is focusing on digitalization as a key driver of economic growth, government revenue, and socio-economic development."

Below are the report's key messages:
  • "The digitalization of the economy is a key driver of economic growth and government revenue, as well as supporting socio-economic development and offering a path towards shared prosperity. By leveraging digitalization opportunities, the Government of Kenya can achieve sustainable economic growth and structural change."
  • "Adoption of digital technologies across both public and private sectors has been observed to positively impact economic growth. It increases productivity in agriculture, improves access to global value chains (GVCs) and improves the efficiency and transparency of government and public services. Moreover, access to emerging technologies such as mobile money, Artificial Intelligence (AI) and cloud computing are desirable as drivers of digital and financial inclusion which in turn supports human development."
  • "This study identifies opportunities and quantifies the economic value of adopting digital technologies across selected sectors of Kenya's economy. It identifies how these opportunities can be unlocked through policy reforms, particularly focusing on the key role that the mobile telecoms sector plays in supporting the process of digitalization."
  • "Kenya is a regional leader in mobile connectivity and Mobile Financial Services (MFS). It pioneered the use of mobile money, making huge strides in financial inclusion of the unbanked, and has retained its position as a global leader in this area. Further extending its reach as the enabler of electronic payments across the digital economy, as well as traditional sectors, can propel digitalization and growth for many more Kenyans and achieve increased resilience and revenue for the Government."

The report also "identifies a series of policy recommendations that, if implemented, will close the internet usage gap from the current level of over 64% of the population to 51% in 2028. This would result in 49% of the population of Kenya being connected to the Internet, equivalent to over 10 million additional people." The four priority policy reforms are:

1. Tax restructuring in the telecommunication industry to purposefully drive usage.
2. Implementing policies and programs to improve device affordability.
3. Ensuring a sustainable and predictable investment environment. This includes:
  • Supporting financial sustainability through tax deductions against spectrum payments,
  • Reducing the cost of energy to power infrastructure,
  • Adopting a favorable spectrum pricing model, and
  • Accelerating the license renewal process.
4. Supporting productive use of digital technologies by businesses across economic sectors, with targeted policies to improve digital skills and human capital, support MSMEs and start-ups and prioritize context-appropriate technologies and local needs.

The report's authors importantly point out that "These policy reforms have the potential to make a significant contribution to Kenya's economic objectives, including economic transformation across important sectors such as agriculture and manufacturing." The potential macroeconomic impacts are summarized in the image below:


Kenya has firmly positioned itself as a leader in mobile financial services and digital innovation. Following the development of information and communications technology sector in Sub-Saharan Africa for over 30 years, I appreciate how GSMA's study outlines the economic benefits of expanding digital adoption and provides a roadmap for maximizing these gains through targeted policy actions.

What are your recommendations for how Kenya can drive economic growth through digitalization?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

October 15, 2024

With the Rise of genAI in North America, GSMA Says 'Ethical Concerns Around AI Also Need to Be Addressed'

The US and Canada continue to be among the global frontrunners in 5G adoption, a testament to the significant investments by operators and the strong demand from customers for enhanced connectivity," says the GSMA in its annual report on the state of North America's mobile economy. (North America in this report as the US, Canada and the Caribbean.) The UK-based organization adds that "The rollout of 5G across North America is occurring alongside a wave of mobile network innovations and technological advancements, including the rise of generative AI (genAI), the expansion of satellite capabilities and increased network API exposure. Operators and the wider mobile ecosystem see these trends as critical to unlocking innovation and generating new revenue opportunities.

The report's key findings include:
  • 5G enters its next phase: "North America continues to be a global leader in 5G. By the middle of 2024, 5G accounted for over 55% of connections in the region. 5G fixed wireless access (FWA) services have also gained significant traction, with the US reaching nearly 10 million FWA subscribers at the end of Q2 2024."
  • A new chapter begins for private wireless networks: "Private wireless networks have existed for some time, but adoption had been relatively low. Thanks to evolving 4G and 5G networks, however, mobile technologies and networks can now more tightly link with enterprise needs. An improved ability to customize networks for specific enterprise use cases, facilitate greater security and enable connected machines and processes are among the many operational benefits conferred by private wireless networks. These opportunities are being explored in a range of enterprise sectors."
  • Momentum builds behind aerial connectivity: "Telecoms networks remain the primary form of connectivity, supported by the wide area coverage of wireless networks and the mass production and adoption of mobile devices. In recent years, however, technological advances in various satellite and other non-terrestrial networks (NTNs) have helped to overcome several limitations associated with aerial connectivity. This has resulted in significant performance improvements, lower deployment costs and more commercially viable business models for satellite and NTN-based connectivity solutions."
  • Operators take steps to fulfil generative AI's potential: "Operators in North America are adopting genAI across various domains, supporting both internal transformation and new business opportunities. Much of the focus is on deploying genAI in customer service departments to enhance employee productivity and deliver more personalized customer offers. GenAI is also being used in network management, aligning with operators' focus on improving user experience and network security. Many strategic collaborations are underway to help operators maximize the value of this new technology. However, challenges such as data privacy concerns and the shortage of skilled AI professionals remain key barriers to AI adoption."
  • GSMA Open Gateway gains traction: "By June 2024, 53 operator groups had signed up to the GSMA Open Gateway, representing 240 mobile networks and accounting for 67% of mobile connections globally. Between the participating operators, all regions are covered; AT&T, Dish, Rogers, T-Mobile US and Verizon are among the operators in North America that have signed up to the initiative. Many of the early API launches around the world have focused on fraud prevention and security, using SIM Swap and Number Verification. These represent easy wins, given the ever-present risks from fraudsters and breaches for operators and their customers. Other parts of the API library are also being deployed, as evidenced by the work done by US operators and drone manufacturers to test the Device Status API."
  • Policies for success: "Continued mobile evolution depends on the expansion of operators' mobile spectrum holdings across low, mid- and high bands to deliver speed, capacity and geographical coverage. Additional spectrum can boost the provision of cost-efficient investment and enhance network quality in North America, which can support mobile to grow its role in regional economic development strategies."

Infographic: GSMA Intelligence

The report importantly points out that "Ethical concerns around AI also need to be addressed." The GSMA asserts that "The mobile industry is committed to the ethical use of AI in its operations and customer interactions to protect customers and employees, remove any entrenched inequality and ensure that AI operates reliably and fairly for all stakeholders." Moreover, "The GSMA's AI Ethics Playbook serves as a practical tool to help organizations consider how to ethically design, develop and deploy AI systems. Increased collaboration between policymakers can also help private sector organizations establish appropriate AI guidelines. To support this outcome, the EU AI Office and the US AI Safety Institute recently announced they will work together on tools to evaluate AI models."

As for the mobile industry's impact on the UN Sustainable Development Goals, the report says its "most recent analysis shows that the mobile industry continues to achieve its highest impact on SDG 9: Industry, Innovation and Infrastructure, driven by the increased reach of mobile networks and growing take-up of mobile internet services." What is more, "Progress has also been made in reducing disparities in mobile internet adoption between different user segments, supporting the industry's contribution to SDG 5: Gender Equality and SDG 10: Reduced Inequalities."

What do you think of the report's findings? What are your recommendations for how to ethically design, develop and deploy AI systems?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

October 3, 2024

A Roadmap to Ensure That Every Citizen in Zambia Benefits From the Digital Revolution

My colleague, Aze Malawo, who leads the operations in Sub-Saharan Africa for Global Tactics, an multinational advisory firm that helps clients understand how the world is changing, and how that creates opportunities to be seized and risks to be managed, splits her time between Washington, DC and her native Zambia. Since my first meeting Aze in the mid-2000s, I have heard about the beauty of the southern African nation and the business opportunities that exist in several sectors including the information and communications technology sector.

It was, therefore, with great interest to read a report published by the GSMA, a UK-based organization that aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change, highlights how "the digitalization of the economy is a key driver of social and economic growth in Zambia." According to the report, "By taking advantage of the opportunities offered by digitalization, the Government of Zambia can deliver on the development objectives that it has defined and achieve sustainable economic growth."

The report's key findings include:
  • Adoption of digital technologies across both public and private sectors accelerates economic growth by promoting innovation and investment. It increases productivity across all sectors of the economy, improves access to global value chains (GVCs) and improves the efficiency and transparency of government and public services. Moreover, access to emerging technologies such as mobile money, artificial intelligence (AI) and cloud computing are desirable as drivers of digital and financial inclusion which in turn supports human development.
  • This study identifies opportunities and quantifies the economic value of adopting digital technologies across selected sectors of Zambia's economy. Accelerated development of the digital economy would benefit both the Government of Zambia and the country's citizens in multiple ways. Economic growth would raise incomes, create jobs and raise tax revenues. Digital technologies would also provide direct benefits through enhanced access to information, productivity-enhancing technologies and improved educational outcomes.
  • Mobile connectivity and mobile money both play a key role in digitalization. Mobile broadband connectivity provides the foundation for the digitalization process. Mobile money is also critically important, providing individuals and businesses an accessible and efficient route to financial inclusion.
  • The mobile telecoms sector in Zambia has made steady progress in recent years but there remain significant challenges. These challenges include expanding access and increasing adoption of digital services, particularly among low-income households and in rural areas. This will require further network rollout and upgrades, support to ensure that devices and services are affordable for everyone and boosting adoption through stimulating demand for digital services.

The report importantly points out that "[p]olicy plays a critical role in the future development of the digital economy in Zambia. The growth and development of the digital economy is strongly influenced by policy and regulatory decisions taken by the government." The GSMA says its "study identifies how opportunities for economic growth and development can be unlocked through policy reforms. Overcoming the challenges facing the sector will require bold policy initiatives on the part of government to stimulate demand, reduce the cost of supply and promote investment in mobile telecoms networks and in mobile money services."

GSMA's report also "identifies a series of specific policy recommendations that, if implemented, would increase the number of internet users in Zambia by 2.1 million by 2028. This would reduce the internet usage gap by 9 percent points."

The priority policy reforms include:
  • Reducing sector-specific taxes and fees on mobile telecoms services
  • Reducing operating costs and improving the financial sustainability of the mobile business
  • Modernizing the tariff regulation regime, to provide more certainty for operators
  • Lifting restrictions on mobile money charges and removing the mobile money levy
  • Stimulating additional demand for mobile telecoms services

If adopted, these policy reforms "will help Zambia to achieve its economic development objectives, including economic transformation across important sectors such as agriculture and manufacturing. The potential macroeconomic impacts are summarized below in Figure 1."

Image: GSMA

In a press release issued by the GSMA, Angela Wamola, Head of Sub-Saharan Africa for the UK-based organization, said: "The Zambian government has demonstrated strong commitment to digitalization through its National ICT Policy 2023 and the Eighth National Development Plan. Now, more than ever, collaborative action between the government, industry, and stakeholders is needed to create the enabling environment for digital transformation. The future of Zambia lies in digital connectivity. With the right policies, we can close the digital divide, empower communities, and unlock new economic opportunities. The Zambia Digital Economy Report provides a clear roadmap to ensure that every citizen benefits from the digital revolution. Now is the time for bold action."

What are your thoughts about the report's findings? What digital transformation opportunities are you seeing in Zambia's mobile technology sector.

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

September 1, 2024

Exploring Use Cases on How AI Delivers Impact in Africa

"AI holds immense potential to boost Africa's economy and to support the Sustainable Development Goals (SDGs) on the continent, says a report published by the GSMA, a UK-based organization that aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change. With funding from the UK Foreign, Commonwealth and Development Office, the report's authors explain that "While AI is already being developed and deployed to support a range of use cases across African countries, little research has focused on building a body of evidence of AI use cases for development on the continent." They further explain that their "report is based on the analysis of over 90 use case applications identified in Kenya, Nigeria, and South Africa – which benefit from thriving tech ecosystems – across agriculture and food security, energy, and climate. While many AI use cases are relatively nascent, with some being deployed as part of projects or pilot schemes, a number of commercially viable solutions have also emerged. Often, AI is being incorporated into existing digital products and services, acting as an enabler to make digital solutions more relevant and efficient, amplify their impact, and facilitate scaling."

The report importantly points out that "The agritech sector is seeing most of the AI innovation, especially in Kenya and Nigeria where agriculture continues to play a significant role in the economy. AI is already being used for agricultural advisory, with companies like TomorrowNow and ThriveAgric providing farm-level insights to farmers, and for financial services with companies like Apollo Agriculture developing alternative credit assessment methods."

AI is also "being deployed in the energy sector, especially in Nigeria, where emerging technologies like Internet of Things (IoT) act as an entry point for advanced data analytics in smart energy management. Use cases such as energy access monitoring and productive use asset financing, developed by companies like Nithio, remain at a developing or nascent stage but present significant potential to reduce energy poverty. AI is also supporting climate use cases especially for biodiversity monitoring and wildlife protection in Kenya and South Africa, driven by large tech companies like Microsoft's AI for Good Lab and nonprofit organizations such as Rainforest Connection."

Regarding high-level recommendations, the report says different stakeholders – governments, development partners, development finance institutions (DFIs), non-governmental organizations (NGOs) and Civil Society Organizations (CSOs), large tech companies and startups, and research and academic institutions – "can take a number of actions and collaborate to ensure that impactful innovations in Africa can be deployed and scaled. This involves investing in domain-specific and local language data, adopting participatory approaches to data collection, unlocking access to existing data sources, and ensuring data privacy and security."

The report adds that "Strengthening baseline infrastructure and promoting renewable energy, providing hardware and cloud credits, enhancing edge computing capabilities and building institutional capacity will be essential to boost local compute capacity. In addition, fostering academic-industry collaboration, raising awareness and building capacity in the public sector will be essential to create a pipeline of AI talent while ensuring informed policymaking. To foster adoption and usage of AI-enabled services, enhancing digital skills among end users and integrating emerging skills like prompt-engineering into upskilling programs will be key, especially as generative AI solutions gradually grow in Africa."

Moreover, "Stakeholders across sectors can also focus on supporting the wider tech and AI ecosystem to foster an environment conducive to innovation and AI deployment across use cases. This involves engaging in partnerships to unlock access to critical resources for AI entrepreneurs and researchers, and to support the development of the AI ecosystem through data-sharing or infrastructure-sharing initiatives."

I concur with the authors that:
Adopting a consortium-based approach has the potential to help address the financing gap, while adopting innovative finance mechanisms can de-risk investments. Combining funding with technical assistance and go-to-market support can also help founders in their scaling journey. Increased R&D spending will be essential to support local research capacity, while local-global knowledge exchange can drive further momentum and raise awareness about local innovation. As countries work on developing national AI strategies, it will be critical to ensure a collaborative and inclusive process, to include principles for the ethical and safe use of AI, and to establish a clear roadmap for implementation. Policymakers can also consider rolling out regulations in a phased manner to allow innovation to flourish.
Do you agree with the recommendations on how different stakeholders can deploy and scale impactful AI innovations in Africa?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

August 12, 2024

Mobile Revenues Will Reach $227 Billion in Asia Pacific by 2030, Says GSMA Report

"The mobile industry continues to underpin the rapid digital transformation in Asia Pacific, with advanced mobile networks enabling innovative use cases for consumers and enterprises," according to GSMA's annual report on the state of the mobile industry in the Asia Pacific region. The UK-based organization, which aims to unify the mobile ecosystem to discover, develop and deliver innovation foundational to positive business environments and societal change, adds: "The role of mobile infrastructure and services will become even more vital to the way society functions as governments increasingly use digital technologies to tackle some of the most pressing social and economic challenges."

The report points out that "By the end of 2023, 1.8 billion people in Asia Pacific (63% of the population) subscribed to a mobile service." What is more, Growth in mobile internet penetration has been remarkable. At the end of 2023, 51% of the region's population used mobile internet, equating to just over 1.4 billion users – almost triple the figure a decade earlier. However, large swathes of the population across the region still remain unconnected, most of them within the usage gap." The GSMA importantly notes that "Addressing the usage gap is crucial to closing the digital divide and enabling life-enhancing applications around finance, health and education."

The report's key findings include:
  • 5G continues to rapidly grow, but 4G will remain the dominant technology for the foreseeable future
  • By the end of 2030, Asia Pacific countries will be on both ends of the global 5G spectrum
  • Mobile data traffic in Asia Pacific will quadruple between 2023 and 2030
  • Licensed cellular IoT connections in Asia Pacific will reach 270 million by 2030
  • By 2030, mobile revenues will reach $227 billion in Asia Pacific
  • At the end of the decade, mobile's economic contribution will reach $1 trillion
  • The fiscal contribution of the mobile ecosystem reached $90 billion in 2023 and 5G will add almost $130 billion to the Asia Pacific economy in 2030
  • Satellites and non-terrestrial networks can help reduce the connectivity gap, by bringing communications to the region's challenging terrains – including archipelagos, rainforests, deserts, and mountain ranges – where traditional infrastructure is expensive and difficult to build.
  • Operators across the Asia Pacific region are harnessing the power of generative AI (genAI) to drive internal transformations and seize new revenue streams through AI investment.

I appreciate how the GSMA explains that "The impact of mobile connectivity is evidenced by its contribution to the economy." For example, "In 2023, mobile technologies and services generated 5.3% of Asia Pacific's GDP, a contribution that amounted to $880 billion of economic value added, and supported around 13 million jobs across the region."

With respect to the mobile industry's impact on the UN Sustainable Development Goals (SDGs) in the region, the GSMA says the mobile industry continues to achieve its impact on SDGs "driven by the increased reach of mobile networks and growing take-up of mobile internet services. SDG 9: Industry, Innovation and Infrastructure, SDG 6: Clean Water and Sanitation and SDG 4: Quality Education were the most improved SDGs in the region between 2015 and 2022. The growing use and adoption of smartphones and mobile internet is contributing to mobile's impact on the SDGs."


Infographic: GSMA Intelligence

What do you think of the report's findings? What localized mobile services are you developing for the Asia Pacific region?
 
Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

July 18, 2024

Report Presents Current Use Cases and Election Risks of Utilizing GenAI

"Since OpenAI (US) launched ChatGPT in November 2022, AI, especially generative AI, has been driving investment for corporate entities, "According to a white paper published by The Economist Intelligence Unit (EIU). "Nvidia, Microsoft and Apple (all US) have all been racing to be the most valuable companies in the world, with Nvidia leveraging its chips, Microsoft its cloud, and Apple its iPhone and other hardware. They are all looking to create a compelling ecosystem, even though this may put them even further in the crosshairs of regulators." The report crucially asks: "is progress in AI moving the technology from an experimentation to an implementation phase?"

The report looks "at how companies have been using generative AI to date, and whether AI-generated content has had a major impact on elections so far in 2024." Key findings include:
  • The launch of ChatGPT and similar services has democratized the use of artificial intelligence (AI) in many industries, and companies are now experimenting with and implementing the technology.
  • The main use cases so far for generative AI have been to improve operational efficiency, enhance innovation and support customer service through using chatbots.
  • Most businesses still rely on non-generative AI, however, and it remains important for them to understand the limitations of generative AI technology, such as hallucinations.
  • The biggest impact in the short term will be felt during democratic elections, particularly in countries with a polarized electorate, a fragmented information ecosystem and global influence (including the US).
  • As AI implementation continues, sustainability will become a major barrier, given that generative AI systems use a lot of electricity and have a large carbon footprint.

Addressing how companies are using generative AI, the report points out:
Companies in multiple industries have been experimenting with generative AI. Although the technology is new, two of the three major use cases across sectors are typical of many digital transformation strategies. The first is to improve operational efficiency, either in terms of increasing productivity or improving manufacturing and operational processes, often to cut costs. In the tech sector, this often includes using AI to speed up coding, or it can optimize internal processes such as training. Companies are also looking at technology to drive new revenue streams: generative AI is driving innovation across multiple sectors such as energy, financial services or healthcare, for example by making it easier to digest and analyze research papers. It is also used in customer services or to create better client-facing customer experiences. As the technology runs on large language models and is capable of dealing with vast amounts of text (as well as other media such as images), this is an area where development will continue across several industries, not just to interact with customers, but also for marketing purposes.

The EIU provides examples on how companies in certain sectors are using generative AI to drive innovation, efficiency and improve customer service:

  • Automotive
    • In-vehicle voice assistants
    • Chatbots to facilitate sales leads online
  • Consumer Goods
    • Creating custom products
    • Voice/text enabled customer service assistants
    • Inventory management
  • Energy
    • Aiding oil and gas delivery
    • Customer apps to optimize energy demand
  • Financial services
    • Insurers use it for underwriting
    • Custom GPT based on internal data for advisors
    • Cashflow management
  • Healthcare
    • Drug development
    • Custom GPT-based database to help with research and development
    • Chatbot for public healthcare

Regarding how AI-generated content can have an impact on elections, the report notes: "Generative AI is not only being integrated into the corporate world; it is also infiltrating the political world. With 2024 being a year of multiple elections, and more than 4bn people called to vote, the impact of AI-generated content (both legitimate and fake) in election campaigns is only just emerging and will only increase."

As for sustainability becoming a major barrier to AI adoption, the EIU explains that "AI will continue to be implemented in 2025, but we expect that the main focus will be on sustainability. The 2024 Electricity report from the International Energy Agency (IEA) noted that global electricity demand from data centers, driven by AI usage, could double between 2022 and 2026, adding to the grid the equivalent of Germany's national consumption. Regulators are already looking into the issue."

Moreover, "In the US, the Artificial Intelligence Environmental Impacts Act of 2024 was proposed in March 2024 to assess and mitigate the environmental impact of AI; however, it is unlikely to become law before the November 2024 elections. The EU is further ahead, with the European Commission adopting the Energy Efficiency Directive (EED) in March 2024, which Germany has already implemented into law. From September 2024 data center operators will be required to report on areas such as data volume, renewable usage or waste utilization to reduce energy consumption and carbon emissions."

I support the EIU's conclusion that "The implementation and evolution of AI will be an ever ongoing process. The technology needs to be scaled up, and proponents need to move away from overoptimistic forecasts of artificial general intelligence (AGI) happening before the end of the decade. AI does not need to be perfect to have an impact. In fact, everyone should be aware that it is not perfect, and its usage will depend on the use case and require critical human oversight."

How is your business utilizing AI?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.

June 10, 2024

Silicon Valley at the Top of the Global Startup Ecosystem in 2023

The 2024 Global Startup Ecosystem Report (GSER) by Startup Genome and the Global Entrepreneurship Network was released at London Tech Week, in collaboration with the Founders Forum, Informa Tech and London & Partners. Presented by Stephan Kuester, Managing Partner at Startup Genome, the GSER analyzes data from over 4.5 million companies across 300+ entrepreneurial innovation ecosystems and features rankings that indicate which ecosystems are currently driving innovation and deep knowledge about startup trends around the world.

Global key findings from the the 2024 GSER include:
  • Top three global ecosystems: Silicon Valley remains at the top, followed by New York City and London tied for #2.
  • The number of new unicorns in 2023 was down 58% from 2022 and 87% from the 2021 peak. With 15 unicorns, Silicon Valley again led all ecosystems for the most new unicorns in 2023, though this was down 80% from 2022. The Tashkent, Lyon, and Rhineland startup ecosystems welcomed their first unicorns in 2023.
  • Series A funding amount in 2023 was down 46% from 2022, and the value of large exits ($50M+) fell 47% over the same period.
  • In 2023, the Series A funding amount share for Top 40 ranked GSER 2024 ecosystems was 65%, down from 79% for these ecosystems in 2019. The share of Series A funding amount for the Top 100 Emerging Ecosystems reached 19% in 2023 vs. 13% in 2019.
  • Q1 2024 has projected higher Series A funding amount and deal count than Q4 2023.
  • Generative AI saw a surge in funding, with nearly 20% of all VC funding in 2023 going to GenAI-focused startups. GenAI VC funding increased 3x in 2023 compared to 2022. Deal counts nearly doubled.
  • In 2023, more than half of new unicorns were in the GenAI and Deep Tech sub-sectors, a higher rate than in 2021.
  • Late-stage Cleantech startups raised 2.5x more funding in H2 2023 than in H1 2020. Europe has outperformed the U.S. and China in terms of Cleantech Series A funding growth from 2021 to 2023.
  • Seoul moved up three spots, now ranked #9, entering the Top 10 ecosystems this year.
  • Tokyo has entered the global Top 10 for the first time, marking the most significant improvement among the Top 10 ecosystems.
  • The top two Chinese ecosystems Beijing and Shanghai, have dropped in the overall rankings to #8 and #11. Shenzhen has shown impressive growth, moving up seven spots to rank #28.
  • Europe is the most represented region in the Emerging Ecosystems Ranking, with a 42% share in the Top 100 Emerging Ecosystems, followed by North America with 27%.
  • Madrid moved up 12 ranks, claiming to #1 in the Emerging Ecosystems Ranking.
  • Barcelona moved up two positions in the Emerging Ecosystems Ranking, reaching #2.
  • Athens has entered the Top 100 Emerging Ecosystems Ranking, reaching the 51-60 range in 2024.
  • Greater Lausanne Region moved up 16 positions, reaching #11 in the Emerging Ecosystems Ranking.
  • Jakarta (#6) and Metro Rhein-Ruhr (#9) both entered the Top 10 Emerging Ecosystems Ranking.
  • Melbourne is ranking as the #32 Global Startup Ecosystem, moving up one spot from GSER 2023.
  • Mexico City has shown impressive growth, reaching the 21-30 range in the Emerging Ecosystems Ranking from the 41-50 range in 2023.
  • The top five ranking sub-Saharan African Ecosystems are Nairobi, Lagos, Cape Town, Johannesburg, Accra.
  • Tel Aviv is the only MENA ecosystem ranking in the Top 40, globally moving up one place to #4 (tied with Los Angeles).

Now in its 12th year, the GSER provides insights into the world's leading startup ecosystems, emerging trends, and key challenges facing entrepreneurs. As explained in Startup Genome's press release, "The 2024 edition ranks the top 40 global ecosystems, a ranking of emerging ecosystems, and expanded regional rankings. The report, driven by a consortium of representatives from 40+ countries, looks at the current state of startup activity and related investment. It also highlights startup communities from a regional perspective, separately ranking ecosystems in Asia, Europe, Latin America, MENA, North America, Oceania, and sub-Saharan Africa. Contributions from thought leaders further enrich the report's extensive, evidence-based findings, which are the product of over a decade of Startup Genome's independent research and policy work."

I appreciate how the GSER is designed to provide valuable perspective on the global startup landscape and actionable recommendations for entrepreneurs, investors, policymakers, and other stakeholders looking to drive innovation and economic growth even in these challenging times.

What are your thoughts about GSER's key findings?

Aaron Rose is a board member, corporate advisor, and co-founder of great companies. He also serves as the editor of GT Perspectives, an online forum focused on turning perspective into opportunity.