The 'Applied AI & Automation' cluster encompasses the integration of Artificial Intelligence (AI) and automation technologies into various aspects of the Information Technology industry. This includes the rise of Software-as-a-Service (SaaS) models, AI-as-a-Service, Algorithm-as-a-Service, and the application of AI in areas such as marketing automation, regulatory technology, cognitive computing, and robotic process automation. This cluster reflects the industry's increasing reliance on AI-driven solutions and the adoption of intelligent automation to enhance efficiency, compliance, and decision-making processes.

The Language & Conversational AI cluster encompasses trends such as Conversational AI, Chatbot, Natural Language Processing, Virtual Assistant, Sentiment Research & Analysis, Deep Natural Language Processing, Prompt Engineering, Speech to Text & Speech Recognition, Adaptive AI, and Natural Language Understanding. These trends represent the increasing integration of AI and language processing technologies to create more intuitive and human-like interactions between users and machines, allowing for more personalized and efficient communication and problem-solving.

The Core AI Technologies & Models cluster encompasses the latest advancements in artificial intelligence, including machine learning, deep learning, predictive analytics, computer vision, and open source AI. It also includes emerging technologies such as neural language models, large language models, and multimodal AI, as well as innovative applications like face recognition, object detection, and reinforcement learning. This cluster reflects the ongoing evolution of AI technologies and their increasing impact on the IT industry.