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This paper focuses on analyzing surveys of women entrepreneurs in the UAE using machine learning techniques. The goal is to extract relevant insights from the data to understand the current landscape and predict future trends. The study aims to support better business decisions related to women in entrepreneurship.
KAUST · · Funding Partnership
KAUST and SABB announced the winners of the TAQADAM startup accelerator program, awarding over 4 million SAR in zero-equity funding to 11 startups. 10 winners were selected by judges to receive 375,000 SAR each, with an additional People's Choice award of the same amount. The 2020 cohort included startups from eCommerce, HealthTech, EdTech and FinTech. Why it matters: This program highlights the growing entrepreneurship ecosystem in Saudi Arabia, fostering innovation across diverse sectors and attracting international interest.
KAUST · · Funding Partnership
KAUST and SABB are partnering to host a virtual demo day on March 10 for the TAQADAM Startup Accelerator. The 2020 cohort of 37 startup finalists, representing diverse industries, will pitch their ventures to investors and judges. The teams received 150,000 SAR in zero-equity grant funding and mentorship. Why it matters: The TAQADAM program is an important part of the Saudi entrepreneurship ecosystem, fostering early-stage entrepreneurs and contributing to the development of high-potential startups in the Kingdom.
This article discusses conscious investing and its potential in the Middle East, particularly in light of unprecedented market conditions. It argues that investments should align with values and aim for positive global impact, moving beyond solely maximizing shareholder value. Conscious investing can be as profitable as traditional investing while addressing social and environmental challenges. Why it matters: The piece advocates for integrating ethical considerations into investment strategies within the region, which could lead to more sustainable and socially responsible economic development.
KAUST · · Product Partnership
Saee, a KAUST-supported Saudi startup based in Jeddah, aims to disrupt last-mile delivery in Saudi Arabia by addressing challenges like delays and cash-on-delivery (COD) issues. They offer services such as fast COD consolidation, flexible dispatch to freelancers, and warehouse management. Saee also introduces a new concept called Cash Before Delivery (CBD) to improve cash flow for e-commerce platforms. Why it matters: This aims to solve a key bottleneck for e-commerce growth in Saudi Arabia, where COD is prevalent and creates financial inefficiencies.
KAUST · · Funding Partnership
KAUST, VentureSouq, startAD, and Tamkeen have partnered to launch the first Conscious Investor Fellowship in the GCC. The six-week virtual program aims to enable regional investors to create sustainable change through high-impact investments. The fellowship will host 25 investors from family offices, corporations, and government entities. Why it matters: The program aims to empower mission-driven investors in the region and accelerate investment in technology-driven startups addressing societal, economic, and environmental challenges.
KAUST · · Entrepreneurship KAUST
An article from KAUST discusses the impact of the COVID-19 pandemic on entrepreneurship, drawing parallels with past economic crises. It suggests that while economic stress makes funding difficult, it also creates opportunities for innovation and new ventures. The article highlights how companies like Uber and Airbnb emerged after the 2008 financial crisis by offering solutions to financially stressed individuals. Why it matters: The piece provides a useful perspective on how crises can spur innovation and entrepreneurship in the GCC region, relevant for policymakers and investors.
KAUST · · ML Partnership
KAUST and the Saudi Electricity Company (SEC) collaborated to reduce non-technical losses in the Saudi power sector using machine learning. KAUST Visualization Core Lab (KVL) developed models using five years of SEC billing data from the Riyadh area to predict electricity usage and detect anomalous billing transactions. SEC estimates it could recover at least 73,000,000 SAR in lost revenue by correcting anomalies identified by KAUST models. Why it matters: This partnership demonstrates the potential of AI to address inefficiencies and fraud in critical infrastructure sectors in Saudi Arabia.
KAUST · · Funding Partnership
KAUST and SABB have launched the fourth TAQADAM Startup Accelerator program, open to all entrepreneurs in Saudi Arabia. The six-month program offers accepted startups 150,000 SAR in zero-equity grant funding, mentorship, and access to co-working and lab facilities. Startups can compete for an additional 375,000 SAR in follow-on funding at the end of the program. Why it matters: This initiative is key to supporting the growth of the entrepreneurship ecosystem in Saudi Arabia and diversifying the Kingdom's economy, aligning with Saudi Vision 2030.
KAUST · · Funding Partnership
The TAQADAM Startup Accelerator Program, in partnership with KAUST and the Saudi British Bank (SABB), awarded over 2 million SAR to startups at its finals. 28 startups pitched ideas to judges and investors, marking the program's third year of equipping entrepreneurs with skills to launch tech startups. Since 2016, TAQADAM has graduated 78 startups and awarded over 9 million SAR in funding. Why it matters: The initiative highlights Saudi Arabia's commitment to fostering entrepreneurship and diversifying its economy by supporting innovative ventures across various sectors.
KAUST Ph.D. student Chiheb Ben Hammouda won the best poster award at the Society for Industrial and Applied Mathematics Conference on Financial Mathematics & Engineering (FM19) for his work on option pricing under the rough Bergomi model. The winning poster, titled "Hierarchical adaptive sparse grids and quasi-Monte Carlo for option pricing under the rough Bergomi model," details research carried out under the supervision of KAUST Professor Raul Tempone. The research group designed new efficient numerical methods for pricing derivatives under the rough Bergomi model by combining smoothing techniques. Why it matters: This award highlights KAUST's growing expertise in financial mathematics and its contribution to solving complex problems in the field using advanced numerical methods.
KAUST · · Infrastructure Partnership
KAUST startup UnitX, founded by KAUST alumni Kiran Narayanan and Professor Ravi Samtaney, offers on-demand supercomputing services via a cloud-like platform. UnitX aims to democratize access to supercomputing for industries like finance, government, and manufacturing, enabling data-driven decisions and faster product design. The global market for supercomputing as a service is estimated at $224 billion with 25% year-on-year growth. Why it matters: This initiative could significantly boost AI and simulation capabilities for regional enterprises by providing access to advanced computing resources without the prohibitive costs of owning and operating supercomputers.
KAUST · · Partnership Funding
KAUST and the Saudi British Bank (SABB) are partnering in the TAQADAM Startup Accelerator program, supporting 82 entrepreneurs from 37 teams across 18 Saudi universities. The program offers up to SR75,000 ($20,000) in pre-seed funding from SABB, working spaces at KAUST, and mentorship over six months. The accelerator has awarded SR4.5 million ($1.2 million) in pre-seed funding to date and aims to contribute to economic development and job creation in line with Saudi Vision 2030. Why it matters: This collaboration fosters innovation and entrepreneurship in Saudi Arabia, providing crucial resources for startups in key technology sectors like AI and fintech.
KAUST · · Funding Partnership
Twelve Saudi startups pitched at the 9/10ths Startup Accelerator showcase in Riyadh, presenting diverse business concepts. Half of the finalist teams were led by Saudi female entrepreneurs. Fixtag, Innoras, Dhad, and Magadeer received grant funding from a panel of judges representing various investment firms. Why it matters: The 9/10ths program demonstrates growing investment and support for entrepreneurship and innovation across Saudi Arabia, with a focus on female leadership and high-potential startups.
KAUST · · Partnership Funding
KAUST and SABB (Saudi British Bank) have partnered to launch a startup accelerator program. The program will be open to multiple universities in Saudi Arabia. Details on the application process and specific program focus are forthcoming. Why it matters: University-linked accelerators boost Saudi Arabia's innovation ecosystem by providing resources for young companies.
KAUST · · Partnership Funding
KAUST's 2015 highlights included recognition as a catalyst for innovation, with its Entrepreneurship Center named a High Impact Program. Six KAUST-related companies were listed among the top 100 innovative startups by Forbes Middle East. KAUST also signed an agreement with Dow Chemical Company to expand facilities and collaborated with ICD on a Saudi-focused venture capital fund. Why it matters: This reflects KAUST's ongoing efforts to strengthen its role in Saudi Arabia's knowledge-based economy through entrepreneurship and industry partnerships.
KAUST's Stochastic Numerics Research Group is developing methods for pricing European options. Their approach, detailed in an upcoming Journal of Computational Finance article, focuses on systematically tuning parameters to achieve accuracy while minimizing computational effort. The goal is to enable automated computation of fair prices for options contracts, similar to how insurance companies determine premiums. Why it matters: This research advances computational finance in the region, potentially improving risk management and investment strategies.
KAUST · · Funding Partnership
KAUST hosted the 2015 Arabian Tech Tour, a regional version of an international event for venture capitalists, entrepreneurs, and industry leaders. The event featured 50 early-stage companies from 15 countries pitching to over 100 representatives from global investment and venture capital firms. Total assets under management of attending investors were estimated at around $10 billion. Why it matters: This event highlights KAUST's role in fostering innovation, attracting knowledge-based industries to Saudi Arabia, and creating high-value jobs in the Kingdom.
KAUST · · Funding Partnership
KAUST and the International Venture Club are seeking tech companies in the Middle East and Europe for investment and expansion opportunities in Saudi Arabia. The Arabian Tech Tour, held in Jeddah and Riyadh in November 2015, will showcase 25 emerging companies from the region and 25 growth companies from Europe. Selected companies will present to VCs, corporations, and business angels. Why it matters: This initiative aligns with Saudi Arabia's National Science, Technology and Innovation Plan to create a knowledge-based economy and foster innovation, particularly in cleantech.
KAUST · · Funding Partnership
The KAUST Innovation Fund will provide venture capital investments in technology-based startups, ranging from seed funding (less than $200,000) to early-stage (up to $2 million). KAUST aims to become a shareholder in the startups it funds and act as a long-term strategic partner. Applications for seed funding can be submitted at any time, and the Fund is seeking startups with a large potential market, a superior product/technology, and a strong team. Why it matters: This initiative should accelerate the growth of technology startups in Saudi Arabia and attract international investment to the Kingdom's innovation ecosystem.
MBZUAI alumnus Steven Hoang, a 2023 Machine Learning graduate, is now an AI engineer at Wells Fargo, where he contributes to the company's AI strategy. Previously, Hoang worked at AbbVie as a natural language software developer and agentic AI software engineer. Hoang credits his time at MBZUAI for preparing him for this significant role, where he collaborates across departments and considers the broader impact of AI initiatives. Why it matters: This success story highlights MBZUAI's role in developing talent capable of leading AI initiatives at major global financial institutions.
MBZUAI · · Finance Healthcare
Dr. Pooja Khosla, formerly an academic, co-founded Entelligent, a climate fintech startup that uses big data and machine learning to help companies manage climate change risk. Khosla recently spoke at MBZUAI, advising academics to translate research into real-world applications, leveraging their unique access to data and analytical thinking. She emphasized the importance of simplifying complex work to make it accessible, noting AI's role in accelerating complex tasks. Why it matters: This highlights the growing trend of translating academic research into practical, impactful business solutions within the AI and climate tech sectors, potentially inspiring more researchers in the region to pursue entrepreneurial ventures.
Nobel laureate Michael Spence lectured at MBZUAI on AI's impact on global economies, focusing on productivity and growth. He highlighted information asymmetries around LLMs and the risk of AI-driven bias in job screening. Spence suggests finding signals that cannot be easily imitated and increase the cost of delivering misleading information. Why it matters: The lecture brings attention to AI's transformative potential and the challenges it poses for economic models and policy in the UAE and globally.
Doug Greenig, Group CEO and CIO of Florin Court Capital based in London and Abu Dhabi, discussed macro trends in 2024 and beyond. Florin Court's Programme has delivered strong returns since 2017, capturing macro themes through alternative markets. Prior to founding Florin Court, Doug held leadership roles at Man/AHL, Fortress Investment Group, and Goldman Sachs. Why it matters: The presence of a leading systematic asset manager like Florin Court in Abu Dhabi signals the growing importance of the UAE as a hub for sophisticated financial firms leveraging AI and quantitative strategies.
MBZUAI alumnus Sulaiman AlJanahi is helping reshape the UAE's payments landscape as a founding member and associate project manager at Al Etihad Payments, a subsidiary of the Central Bank of the UAE. AlJanahi's work focuses on the Aani instant payment system, building on his M.Sc. research on optimization techniques for federated learning. He credits MBZUAI for instilling discipline and a strong work ethic, preparing him for the demands of a fast-paced startup environment. Why it matters: This highlights MBZUAI's role in contributing to the UAE's digital transformation and cashless society initiatives through its graduates' involvement in key national projects.
ADGM and MBZUAI have signed an MoU to advance AI applications in financial regulatory compliance. The partnership will focus on developing regtech and suptech solutions, including an AI model to extract meaning from financial regulations. A key project is enhancing FSRA’s ‘Risk Analyser’ platform, which uses AI to provide insights on supervised firms. Why it matters: This collaboration signals a push towards AI-driven regulatory innovation in the UAE's financial sector, potentially improving efficiency and compliance.
An all-female team including two MBZUAI master's students won the WomenHackAI competition, presented by Siemens Female Data Science Network. The team developed an anomaly detector for financial time-series datasets, achieving 99% performance. The solution involved building models to analyze historical data and a GUI for real-time data upload and anomaly flagging. Why it matters: The recognition of MBZUAI students in an international competition highlights the growing talent pool in AI within the UAE and the university's role in fostering innovation.
Xi Chen from NYU Stern gave a talk at MBZUAI on digital privacy in personalized pricing using differential privacy. The talk also covered research in Web3 and decentralized finance, including delta hedging liquidity positions on Uniswap V3. Chen highlighted open problems in decentralized finance during the presentation. Why it matters: The talk suggests MBZUAI's interest in exploring the intersection of AI, privacy, and blockchain technologies, reflecting growing trends in data protection and decentralized systems.
Bahrain AI · · Finance Infrastructure
The National Bank of Bahrain (NBB) is making progress in its AI transformation journey through its dedicated "AI@NBB" initiative. This program focuses on integrating artificial intelligence across various operational and customer-facing aspects of the bank. The advancement reflects NBB's strategic commitment to digital innovation and enhancing banking services. Why it matters: This initiative underscores the growing adoption of AI strategies within the financial sector in Bahrain and the broader Middle East to drive efficiency and competitiveness.
Oman AI · · Policy Infrastructure
Oman's digital economy is experiencing rapid expansion, driven by a significant surge in electronic payments. The Central Bank of Oman reported a substantial increase in mobile payments and point-of-sale transactions over the past year. This growth is indicative of the nation's broader efforts towards digital transformation and economic diversification. Why it matters: This trend fosters a more robust digital infrastructure and a digitally literate population, creating an environment conducive to the future adoption and development of AI technologies in the region.
Bahrain AI · · Finance Infrastructure
PwC has published a report offering strategic guidance to CEOs on navigating the landscape of artificial intelligence. The report likely outlines frameworks for determining where companies should proactively invest and innovate ('lead'), adopt standard industry practices ('lag'), or deprioritize ('exit') specific AI initiatives. It probably addresses critical aspects such as resource allocation, risk management, and competitive differentiation through AI adoption. Why it matters: This strategic counsel can assist businesses in the Middle East in formulating robust AI strategies, optimizing their investments, and enhancing their market competitiveness.
Gulf News News · · Policy Finance
The UAE Central Bank has implemented a new regulation restricting telemarketing calls to between 9 AM and 6 PM daily. This rule aims to curb unsolicited calls and enhance consumer protection from aggressive marketing practices. The directive applies to all entities conducting telemarketing activities within the UAE. Why it matters: This new policy affects all telemarketing operations in the UAE, emphasizing consumer welfare and potentially influencing how businesses utilize communication technologies.
Gulf News News · · Finance Investment
According to Gulf News, geopolitical tensions between Iran and the US can create opportunities for UAE investors. Market dips caused by such tensions provide a chance to buy stocks at lower prices. The article suggests that investors should focus on fundamentally strong companies during these periods.
Arab News News · · Funding Policy
Middle East CEOs are reportedly among the most confident globally, indicating a strong positive outlook on the regional business environment. This high level of optimism is primarily driven by significant investment momentum observed across various sectors. The prevailing sentiment suggests robust economic conditions that could foster business expansion and new initiatives. Why it matters: Strong CEO confidence and investment trends signal a healthy overall regional economy that can indirectly support growth and innovation across emerging sectors, including AI.
WAM News · · Policy Partnership
The UAE is set to participate in the World Economic Forum 2026, dispatching a delegation comprising over 100 ministers and senior leaders from both its government and private sectors. This significant presence underlines the nation's intent to actively engage in high-level global discussions. The announcement was made by the WAM news agency. Why it matters: This participation reflects the UAE's strategic commitment to influencing global economic agendas and fostering international collaborations across various sectors.
Khaleej Times News · · Product Finance
The Khaleej Times discusses the potential of using AI to assist with holiday gift shopping. AI tools can analyze user data and preferences to suggest suitable gifts. These tools can also automate price comparisons and identify deals. Why it matters: While still nascent, AI-driven shopping assistants could streamline the gift-giving process and offer personalized recommendations for consumers in the UAE.
The article, titled 'The Complete Guide to Using AI in the Financial Services Industry in Bahrain in 2025,' intends to provide a comprehensive overview of artificial intelligence applications within Bahrain's financial sector. It aims to cover various facets of AI integration and its potential impact on the industry through the year 2025. Without the full content, specific details regarding AI use cases, challenges, or opportunities discussed within the guide are not available. Why it matters: Such a guide indicates growing interest in AI adoption within Bahrain's financial services and could inform strategic discussions on digital transformation in the region.
Arab News News · · Funding Finance
A recent report indicated an increase in startup funding across the MENA region during May. The report highlighted a notable rebound in investment activity specifically within Egypt's startup ecosystem, contributing to overall regional growth. This suggests a positive trend in venture capital deployment across the Middle East and North Africa. Why it matters: Increased startup funding across MENA, particularly in key markets like Egypt, signals a healthier investment climate and potential for innovation, indirectly benefiting technology and AI sectors through broader economic development.
Munther Dahleh, director at the MIT Institute for Data, Systems, and Society (IDSS), discussed his group's research on network systems at the KAUST 2018 Winter Enrichment Program. The research focuses on the fragility of large networked systems, like highway systems, in response to disruptions that may lead to catastrophic failures. Dahleh's team studies transportation networks, electrical grids, and financial markets to understand system interconnection in causing systemic risk. Why it matters: Understanding networked systems is crucial for building resilient infrastructure and mitigating risks in critical sectors across the GCC region.
The National · · Finance Funding
The article discusses the recent resurgence in investments within the US technology sector. It explores whether a broader market phenomenon, termed 'the great investment rotation,' has concluded. The analysis focuses on global financial trends and the performance of tech companies. Why it matters: Understanding global tech investment cycles and market sentiment is indirectly relevant as it can influence capital availability and investor confidence for emerging technology markets, including AI in the Middle East.
The National · · Policy Infrastructure
The provided article title, 'Gulf will remain an aviation powerhouse, says former Etihad CEO James Hogan - Gulf Business,' suggests a discussion on the future of the aviation industry in the Gulf region. Without the full content, specific details about James Hogan's remarks or supporting evidence are unavailable. The article does not appear to directly cover developments in Artificial Intelligence or related fields. Why it matters: This article, based solely on its title, is not relevant to developments in artificial intelligence or related research and policy in the Middle East.
The National · · Policy Ethics
The content for the article titled 'How AI could wipe out one in five white-collar jobs in four years' was not provided, preventing a factual summary. The title suggests a discussion on the potential for artificial intelligence to displace a significant portion of the white-collar workforce within the next four years. Without the article text, specific details regarding regional focus, supporting data, or expert insights cannot be extracted. Why it matters: An article from a UAE-based source on this topic would be highly relevant for understanding the future of employment and policy implications in the Middle East.
Bahrain AI · · Finance Product
No content was provided for summarization. Therefore, a factual summary describing specific events or entities cannot be generated. The title 'Your AI Strategy Isn't the Issue: Your Data Is - Wealth Management' suggests a discussion on the critical importance of data quality for successful AI implementation within the wealth management industry. Why it matters: Addressing data quality challenges is fundamental for industries globally, especially in data-intensive sectors like finance, to ensure effective and reliable AI solutions.
The National · · Policy Finance
No article content was provided for summarization. Therefore, a factual summary of the events, policies, or research discussed cannot be generated. Please supply the article text to enable content processing. Why it matters: Accurate and informative summaries are entirely dependent on the availability of source material.
The article content is missing, so a detailed summary of the event cannot be provided. From the title, it appears to concern an individual named Heitsenrether, who is described as the architect of JPMorgan's AI strategy. The news is related to finance and implies a development in this person's role or responsibilities. Why it matters: Without the article content, the specific nature of this development and its potential significance for the Middle East AI landscape or the broader AI field cannot be assessed.
The financial sector in Bahrain has demonstrated resilience, with bank assets reaching $254 billion. This performance highlights the sector's ability to maintain stability amidst global economic challenges. The report emphasizes the robust health of Bahrain's banking system. Why it matters: This news provides an update on Bahrain's general economic stability, but it does not contain information directly relevant to Artificial Intelligence developments in the Middle East.
The Gulf Daily News reported that Bahrain's financial sector continues to demonstrate resilience. The nation's bank assets have reached a substantial $254 billion, indicating overall economic stability. This update provides a general overview of the financial health of Bahrain. Why it matters: This news primarily focuses on general economic indicators and does not contain information directly related to artificial intelligence developments in the Middle East.
Gulf Daily News (Bahrain) reported on the resilient performance of Bahrain's financial sector. The article stated that bank assets in Bahrain reached $254 billion, indicating robust financial stability. This data highlights the strength of the country's banking environment. Why it matters: This news provides an update on Bahrain's general economic health but does not contain specific information or developments related to artificial intelligence in the region.
SPA News · · Finance
The provided article title, "Gold prices skyrocket: Time to buy or wait? - Gulf Business," indicates a focus on financial market analysis regarding gold. No content was provided to elaborate on any potential connection to AI or the Middle East's AI sector. The topic does not relate to artificial intelligence research, policy, or industry developments in the Middle East. Why it matters: This article falls outside the scope of Middle East AI news and papers, lacking any direct relevance to the field.
The National · · Product Policy
Li Auto, a Chinese electric vehicle manufacturer, is reportedly entering the markets of the UAE, Saudi Arabia, and the broader Asia-Pacific region as part of weekly news updates. Concurrently, Qatar has launched specific relief measures to support stable business operations within the country. These announcements were featured in a 36氪 weekly news digest focusing on the UAE and Qatar. Why it matters: These are general business and economic developments for the GCC region and do not appear to directly pertain to the AI sector in the Middle East.