Tech News

Quantum AI Synergy: Unlocking Next-Gen Machine Learning

Published

12 months ago

January 15, 2025

By Dr. Muhammad Khan, Founder & CEO, Staque

The convergence of quantum computing and artificial intelligence is setting the stage for unprecedented transformations, equipping industries with the capability to address complex, large-scale problems previously beyond reach. Quantum computing, with its capacity to perform intricate computations at unprecedented speeds, is enhancing machine learning’s potential to process and interpret massive datasets and optimize complex models. This powerful synergy has implications across various sectors, from healthcare and finance to logistics, promising a new era of decision-making and innovation.

Quantum Computing as a Catalyst for Machine Learning Advancements

Quantum computing harnesses quantum mechanics to process information in ways that traditional computers cannot. Unlike classical bits, quantum bits (or qubits) can exist in multiple states simultaneously, enabling quantum systems to handle vast amounts of information in parallel. This capability is especially transformative for machine learning, where optimizing algorithms and managing large datasets are crucial. Quantum technology allows for deeper and more efficient analysis of complex data, making it possible to solve intricate challenges with precision and speed.

In particular, quantum computing offers revolutionary improvements in feature selection, a fundamental process in machine learning that identifies the most relevant variables in a dataset to build accurate and efficient models. For traditional computing methods, selecting features within high-dimensional data often becomes computationally expensive and risks model overfitting. However, quantum algorithms like quantum annealing and the Quantum Approximate Optimization Algorithm (QAOA) are adept at solving combinatorial optimization problems, enabling them to evaluate numerous feature combinations simultaneously and identify optimal subsets more effectively. With quantum-augmented feature selection, the development of robust, scalable machine learning models is accelerated, reducing computational costs and enhancing model accuracy.

Enabling Breakthroughs in Healthcare and Material Science

Sectors like drug discovery and material synthesis stand to benefit immensely from the accelerated data processing capabilities quantum computing offers. In drug development, for example, quantum systems simulate molecular structures and predict interactions with unparalleled accuracy, providing insights essential for designing effective, targeted medications. Quantum algorithms further enhance these capabilities by identifying optimal reaction pathways, streamlining the development process, and cutting down on experimental costs in both drug discovery and materials science.

These advancements extend to other applied sciences, allowing researchers to predict molecular behaviors and optimize chemical reactions in ways previously impossible. As quantum computing becomes more accessible, industries across healthcare and production are better equipped to develop safe and sustainable products faster and more efficiently than before. This level of precision could redefine research and development standards across industries, driving forward innovation at an accelerated pace.

Quantum-Enhanced Neural Networks and Their Potential

The impact of quantum computing extends to the neural networks underpinning many machine learning applications. Restricted Boltzmann Machines (RBMs), which are commonly used in generative models and for dimensionality reduction, are already integral to large-scale models that power everything from language processing to autonomous decision-making. When quantum computing is incorporated, as seen in Quantum Restricted Boltzmann Machines (QRBMs), the training process becomes more efficient and the neural networks’ ability to recognize complex patterns is amplified.

Through a process known as quantum parallelism, QRBMs are able to explore multiple states simultaneously, achieving faster convergence and higher efficiency in training. This improvement significantly enhances machine learning’s performance in areas like image recognition, language interpretation, and sophisticated decision-making. As a result, QRBMs not only streamline traditional neural networks but also create new opportunities for applications requiring high-level pattern recognition and data processing. With QRBMs, quantum technology continues to push the limits of what advanced machine learning systems can achieve.

The Emergence of Que: A Benchmark in Quantum-Driven Applications

Staque’s development of Que exemplifies how integrating quantum power with machine learning techniques can set new standards in innovation. By employing quantum-enhanced feature selection, the platform optimizes data models for better accuracy and efficiency, demonstrating how quantum algorithms can refine the processes central to intelligent systems. Additionally, Que’s incorporation of QRBMs boosts decision-making capabilities, a feature especially valuable in fields like healthcare and finance, where precision is paramount.

Que is designed with adaptability in mind, tailored to support applications across diverse sectors. In healthcare, it can aid clinicians by analyzing vast datasets to provide diagnostic insights and treatment recommendations with exceptional accuracy. In finance, it enables enhanced predictive modeling for market analysis, risk assessment, and portfolio optimization, processing complex financial data at quantum-level speed and precision. And in logistics, the platform improves supply chain management, streamlining routing, inventory control, and demand forecasting. These applications showcase the versatility of Que and its potential to influence efficiency and productivity across a range of industries.

Positioning the Middle East as a Quantum-Driven Innovation Hub

As quantum-powered solutions advance, regions investing in these technologies are positioning themselves as leaders in global innovation. Staque’s initiatives, including Que, aim to establish the Middle East as a burgeoning center for quantum technology and data-driven applications. Building local expertise and infrastructure helps foster an environment conducive to the adoption of these advanced technologies, putting the Middle East at the forefront of the global shift toward quantum-augmented machine learning.

The integration of quantum systems with intelligent processing frameworks signifies a paradigm shift, offering solutions that promise unprecedented precision and efficiency. The fusion of quantum mechanics with machine learning presents possibilities that redefine current limitations, potentially transforming the way industries address and solve intricate challenges. By leading in the quantum-machine learning domain, regions like the Middle East are not only shaping their future but also contributing to a global landscape that increasingly values technological advancement and complex problem-solving.

Tech News

IT services spend in MENA set to reach up to 28% of total IT budgets as services-led transformation accelerates

Published

11 hours ago

December 26, 2025

Integrator Web-Editor

The Middle East and North Africa (MENA) is entering a decisive, services-led growth phase in its IT sector, as enterprises and governments accelerate large-scale digital transformation initiatives. Investments in cloud computing, artificial intelligence (AI), data centres, and cybersecurity are reshaping technology priorities, with implementation, integration, and managed services gaining prominence over traditional software-led models.

Industry analysis by Grand View Research (GVR) reveals that IT services currently account for around 21–22% of total IT spending across MENA, a share expected to rise to between 26 and 28% by the end of the decade. The region’s professional IT services market, valued at USD 33.9 billion (Dh124.5 billion) in 2024, is forecast to grow to nearly USD 58.3 billion (Dh214 billion) by 2030, registering a compound annual growth rate (CAGR) of approximately 9.5%.

Sourav Bhanja, Middle East Head of GVR, said: “Many B2B IT services firms in the region continue to underinvest in digital engagement. Professional platforms such as LinkedIn remain underutilised, while company websites often lack strong case studies, sector-specific storytelling, and clear positioning.”

Government-led digitalisation programmes, sovereign cloud deployments, smart city initiatives, and national data strategies, coupled with rising enterprise adoption across sectors such as banking and financial services, healthcare, energy, logistics, and public infrastructure, are driving this shift. As hyperscalers and global technology firms expand their regional footprint, demand for localised integration, migration, and managed services continues to accelerate.

Bhanja also emphasised the importance of leadership visibility in the region’s competitive IT market: “Technical capability alone is no longer enough. Firms that combine deep technical expertise with consistent marketing, strong leadership visibility, and clear communication of value are the ones most likely to succeed in the MENA market.”

The analysis highlights that with growing competition among IT services providers, market visibility and differentiation have emerged as critical growth drivers. Integrated, always-on digital marketing strategies are increasingly vital, as many B2B IT services firms underutilise channels such as LinkedIn, websites, thought leadership content, newsletters, blogs, infographics, and short-form video to engage decision-makers.

Market data also indicates a broader shift towards digital-first engagement. Digital advertising spend in the Middle East, estimated at USD 32 billion (Dh117 billion) in 2024, is projected to rise sharply to USD 81.4 billion (Dh298.9 billion) by 2030, growing at a CAGR of 16.7%. In contrast, the regional events and conferences market is expected to expand at a more modest 7.1% CAGR, reflecting changing enterprise marketing priorities.

Grand View Research concluded that IT services firms combining technical depth with strong market communication, data-driven marketing, and visible leadership will be best positioned to capture the next phase of growth across MENA.

Tech News

Loylogic Shares 2026 Vision to Advance the Global Rewards Marketplace

Published

2 days ago

December 24, 2025

Integrator Web-Editor

Advanced AI innovation, intelligent marketplace design, and trusted global infrastructure position Loylogic for continued leadership in rewards and loyalty commerce.

As the Middle East loyalty market is projected to reach $3.27 billion in 2025, expanding 16.3% year-on-year, and digital-first, personalized, and coalition-based models reshape the industry, brands face rising expectations around relevance and engagement. Against this evolving landscape, Loylogic, a leader in global loyalty rewards management, today shared its 2026 strategic outlook, outlining how the company is evolving its global rewards marketplace to support brands navigating rapidly changing loyalty expectations.

The company enters the year with a renewed focus on continued investment in AI-powered rewards marketplace intelligence, enhanced catalogue curation, and deeper integration capabilities designed to improve reward relevance, partner value, and member experience across industries and geographies. Rather than simply expanding choice, Loylogic’s approach centres on intelligent rewards marketplace design, aligning consumer relevance, operational efficiency, and long-term value creation within a single global platform.

To support enterprise scale deployment, Loylogic continues to operate under a robust compliance and security, compliance and governance framework. The company adheres to internationally recognised standards ISO 27001, GDPR, PCI DSS, and AES-256 encryption, ensuring secure and trusted data handling across every layer of its technology while maintaining alignment with the European Accessibility Act 2025 and WCAG 2.0. All platforms remain adaptable to regional data residency and regulatory requirements.

“As loyalty programs mature, brands are looking beyond scale alone,” said Gabi Kool, CEO of Loylogic. “They want reward ecosystems that are smarter, more relevant, and commercially sound. Our focus for 2026 is about advancing how global rewards marketplaces are designed, governed, and experienced, combining intelligence, trust, and flexibility.”

Advanced AI innovation is central to Loylogic’s next phase of growth. Loylogic continues to enhance its use of advanced analytics and machine learning to support smarter reward discovery, improved marketplace performance, and deeper insights for loyalty operators, while maintaining strict standards for privacy, security, and compliance.

“Our innovation efforts are focused on making rewards marketplaces more intelligent and adaptive,” said Amit Bendre, COO of Loylogic. “This means better insight, better decision support, and better experiences, without compromising on trust, transparency, or regulatory rigor.”

Looking ahead to 2026, Loylogic plans to deepen collaboration with global partners, engage more actively with industry stakeholders, and selectively strengthen capabilities across commercial, product, and technology functions, supporting a growing pipeline of enterprise clients across financial services, travel, and consumer sectors. With a proven global infrastructure, deep marketplace expertise, and a clear strategic direction, Loylogic continues to help leading brands transform everyday engagement into meaningful, long-term loyalty.

About Loylogic

Loylogic is a leader in global rewards marketplaces for loyalty and incentives management, enabling brands to deliver scalable, flexible engagement experiences through a modern commerce platform. Its global catalog and redemption marketplace support meaningful engagement across B2C, B2E, and B2B programs worldwide. With deep expertise in sourcing, fulfilment, and patented points-plus-cash innovation, Loylogic has enabled over 200 billion points and miles transactions, delivered more than $1 billion in commerce, and shipped experiences spanning 100+ categories across 190 countries to more than 10 million loyalty members worldwide.

Tech News

Webook.com Strengthens UAE Footprint, Bringing World-Class Entertainment Experiences

Published

3 days ago

December 23, 2025

Integrator Web-Editor

Webook.com, one of the fastest-growing platforms for booking lifestyle and entertainment experiences in the Middle East, is deepening its footprint in the United Arab Emirates following strong traction across the country.

Founded with a vision to transform how people discover and book experiences, webook.com continues to elevate convenience through a unified platform that brings together entertainment, dining, and leisure in a seamless digital journey.

Within the UAE, webook.com has rapidly expanded its user base while curating a lineup of world-class experiences. From comedy nights with Bassem Youssef to electrifying Teddy Swims concerts and the magic of Disney on Ice, webook.com continues to bring some of the region’s most unforgettable events to audiences across the UAE. Beyond these major hosted events, users can also book global entertainment experiences, including MDLBEAST, Riyadh Season, AFCON and other leading events happening across MENA.

Commenting on the expansion, Nadeem Bakhsh, CEO of webook.com, said: “Webook.com was built to curate the experiences that matter most, from front-row access to world-class entertainment to discovering hidden local gems. Expanding our footprint to the UAE allows us to bring a carefully selected lineup of events and experiences to the region. Our goal is to continue providing variety, quality, and seamless access to unforgettable moments.”

As the platform widens its presence across the UAE, it continues to strengthen partnerships with top entertainment brands, cultural institutions, and iconic venues, enabling users to access an unmatched selection of events and experiences.

Webook.com’s technology has proven itself across multiple markets, handling millions of transactions during major events, tournaments, and high-demand ticket releases. With real-time queueing, robust infrastructure, and flexible integration, webook.com delivers landmark events with unmatched reliability and scale.

With momentum accelerating in the UAE, webook.com aims to transform how people discover, plan, and enjoy experiences, turning every booking into the start of a memorable story. Beyond expanding its presence, webook.com is shaping a movement centered on connection, culture, and the joy of shared moments.