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This Frost Radar™ analyzes and positions 11 of the world's leading and most dynamic players in the global emissions management industry. As decarbonization strategies gain pace across industries, emissions management emerges as a key growth opportunity. Frost & Sullivan has identified a complex and dynamic value chain and set of process steps whe...

This report presents Frost & Sullivan’s analysis of blockchain use cases specific to the automotive industry in several regions, namely North America, Europe, China, India, Latin America, and the Association of Southeast Asian Nations (ASEAN). The study period is 2022–2023. The blockchain revolution is transforming industries worldwide, and the au...

With increased interest in precision medicine and demand for telemedicine and digital solutions in hospitals and laboratories, digital pathology has the opportunity to grow in its clinical, pharma, and research applications. Advances in AI-based algorithms and data management and analysis software offer immense potential in improving workflow, aut...

While this deliverable focuses on Brazil, it is part of the larger 7-nation, 6-industry survey. The complete Voice of the Enterprise Security Customer survey by Frost & Sullivan samples organizations across major international business regions and is based on responses from 2,448 CISOs and key security decision-makers. The nations surveyed are Japa...

The vehicle subscription market in Brazil is still in its nascent stages. However, with a promising business outlook, the market is expected to experience rapid growth. This research service examines the qualitative and quantitative aspects of the vehicle subscription market in Brazil by evaluating its performance and identifying the trends that im...

12 Dec 2023  |  Global  |  Technology Research

Ethical AI: Ensuring Accountability from Automation

Transparent data, bias mitigation, and privacy-enhancing technologies to ensure trustworthy data practices

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Artificial Intelligence (AI) helps reduce or even eliminate human interventions in a wide range of tasks such as speech recognition, decision-making, visual perception, and language translation. AI technologies are increasingly integrated into daily lives, and its influence is growingly visible across various industries. The approach emphasizing...

The growing demand for food and beverage (F&B) products with extended shelf life and increasing preference for convenience F&B will drive the food preservative market. The bakery, meat, and meat products industries exhibit strong demand for preservatives due to their high susceptibility to contamination from microorganisms. Clean label trends acros...

In a rapidly evolving economic and geopolitical landscape, climate change, environmental preservation, and sustainable development have gained importance on the global policy stage. The objectives outlined in the UN Sustainable Development Goals and the Paris Agreement offer extensive guidance for transitioning toward a green, low-carbon global e...

With 41.76 billion active IoT connected devices expected in 2023, IoT providers must be prepared to address growing demands across new verticals. Collaboration with ecosystem partners will be crucial as businesses enter a challenging and hectic digital phase. This study presents Frost & Sullivan’s predictions for the IoT industry in 2023. These ...