Search results for: 'distributed data of service data'

Stroke remains the leading cause of long-term disability and mortality worldwide, with every minute of delayed diagnosis resulting in irreversible neuronal damage. Recent advancements in AI-powered imaging and portable diagnostic devices are transforming the stroke diagnosis landscape by enabling rapid, decentralized, and data-driven assessment. Th...

The agriculture, animal feed, and pet food ingredients sectors are undergoing a profound structural transformation, driven by escalating regulatory pressure, sustainability expectations, rapid biological innovation, and increasing volatility across global supply chains. Traditional ingredient and feed models—optimized around commodity inputs, incre...

Strong renewable energy growth, aging grids, industrial electrification, increasing regional interconnections, and power loads from data centers have collectively driven growth in power transformers. More than 30% of large power transformers have been in operation for more than 30 years, creating high replacement demand. A lack of available manufac...

This Outlook assesses the automotive industry in five main ASEAN markets: Indonesia, Malaysia, the Philippines, Thailand, and Vietnam.The project covers passenger vehicles (PVs) and pickup trucks. Pickups are the most used and popular commercial vehicles (CVs) across different geographies and industries, including agriculture, in the region. Indone...

The Economic Trend Opportunity Profiles (TOPs) series captures a structural shift in the global economy where national competitiveness is increasingly defined by control over AI capabilities, digital infrastructure, industrial capacity, and secure data ecosystems. Across AI-led productivity, smart manufacturing, digital risk, sovereign compute infr...

Unmanned underwater network (UUN) technology is evolving from standalone underwater systems into smart, artificial intelligence (AI)-driven, and connected subsea ecosystems that enable advanced autonomous operations across defense, oceanography, offshore energy, and climate monitoring applications. This report examines the global UUN technology mar...

This report examines how decentralized clinical trials (DCTs), enabled by blockchain, digital twins, and artificial intelligence, are reshaping global clinical research. It traces the shift from site-centric to patient-centric models and quantifies the growing scale, globalization, and complexity of clinical trials that make decentralization necess...

Multimodal sensor fusion is an advanced perception technology that combines data from multiple sensors, including cameras, LiDAR, radar, ultrasonic sensors, thermal cameras, and inertial measurement units (IMUs), to give robots and autonomous systems a more accurate, reliable, and comprehensive understanding of their environment. It overcomes the l...

Artificial intelligence is becoming increasingly relevant to antibody discovery and immunotherapy development, supporting target identification, de novo antibody design, antibody engineering, clinical intelligence, and bioprocessing. Advances in generative AI, protein language models, diffusion models, and structure-based models are expanding the u...