Trends

AI Trends for Enterprises.

 Small Language Models

Trend The rise of smaller language models (SLMs) is reshaping the landscape of artificial intelligence by providing effective solutions that require significantly fewer computing resources compared to large language models (LLMs). Despite their smaller size, SLMs can still contain several…

AI Ethics

Trend The rise of deepfakes and sophisticated AI-generated content is prompting significant concerns about the potential for misinformation and manipulation in media and politics, as well as risks related to identity theft and fraud. AI technologies can also enhance the…

Shadow AI

Trend As interest in generative AI grows among employees across various job functions, organizations are increasingly encountering the challenge of shadow AI—the use of AI technologies within an organization without explicit approval or oversight from the IT department. This trend…

Retrieval Augmented Generation

Trend While generative AI tools saw widespread adoption in 2023, they still face significant challenges, particularly the issue of hallucinations—plausible but incorrect responses to user queries. This limitation poses a serious barrier to enterprise adoption, especially in business-critical or customer-facing…

Open Source AI

Trend Open source AI is transforming the landscape of artificial intelligence by making advanced models and generative AI systems more accessible and affordable. Building large language models and other powerful AI solutions is typically an expensive endeavor, requiring significant compute…

Agentic AI

Trend Agentic AI represents a transformative shift from reactive to proactive artificial intelligence. These advanced systems possess autonomy, proactivity, and the capacity to operate independently. Unlike traditional AI, which primarily reacts to user inputs and follows set programming, agentic AI…

Multimodal AI

Trend Multimodal AI is advancing beyond traditional single-mode data processing by integrating diverse input types such as text, images, and sound. This progression seeks to replicate human-like abilities in processing various sensory information. The implications for industries are substantial. In…

Secure LLM

Trend The trend towards implementing secure large language models (LLMs) for enhanced information sharing reflects a growing focus on balancing accessibility with security. Organizations are increasingly adopting LLMs that incorporate advanced security features to protect sensitive data while facilitating efficient…

AI Robots

Trend The trend of integrating AI and teleoperation in robotics reflects the growing demand for advanced and intelligent robotic solutions across various industries. By augmenting robot intelligence with AI and enabling remote control, companies are paving the way for enhanced…

AI Powered Cybersecurity

Trend The growing importance of artificial intelligence (AI) in cybersecurity is undeniable. AI has become a fundamental component in combating cyber threats, with organizations increasingly adopting AI-powered tools to bolster their security measures. These tools leverage advanced technologies such as…

Real-Time AI Voice Translation

Trend The incorporation of AI for live translation, transcription, and subtitles indicates a trend towards the integration of artificial intelligence in communication tools. AI technologies enhance the efficiency and accuracy of language-related tasks, improving overall communication effectiveness. Stats Companies

Retail Shrinkage

Trend Retail shrinkage, which encompasses losses from theft, accounting errors, and damaged products, is significantly shaping the retail industry. This trend highlights the importance of robust inventory management and loss prevention strategies. As retailers increasingly recognize the measurable and often…

Industry CRM

Trend The verticalization of Customer Relationship Management (CRM) systems is a pivotal trend, as highlighted by Forrester’s Leggett. Industry-specific CRMs are gaining traction in sectors like financial services, healthcare, government, and consumer packaged goods, with Salesforce leading the way by…

Supply Chain Security

Trend As cyber threats become more sophisticated, organizations are increasingly recognizing the importance of securing their software supply chains. These supply chains are often complex, involving multiple vendors, open-source components, and third-party integrations, which create numerous entry points for attackers….

Ecommerce Chatbot

Trend The landscape of eCommerce chatbots is rapidly evolving, driven by advancements in artificial intelligence (AI) and natural language processing (NLP). Modern chatbots are increasingly adept at understanding context, offering hyper-personalized recommendations, and engaging in multilingual interactions. They are seamlessly…

Collaborative Robotics

Trend Robots that can seamlessly collaborate with human workers in logistics and retail operations are gaining traction as they revolutionize these industries. These advanced robots are designed to complement human capabilities, enhancing efficiency and accuracy in tasks such as inventory…

Cloud-Native Banking

Trend Cloud-native banking solutions are revolutionizing the financial services industry by leveraging the full potential of cloud computing. These solutions are designed to operate in the cloud environment from the outset, rather than being adapted from traditional on-premises systems. One…

Cloud Compliance

Trend Cloud compliance is critical for ensuring regulatory standards and providing compliance controls for networks and cloud infrastructure. It enhances visibility over cloud workloads and network flows, which is essential for continuous compliance and protection against server malware, container threats,…

Smart Logistics

Trend Smart logistics utilizes technology like real-time tracking to optimize supply chain operations. Real-time tracking involves employing sensors and GPS technology to monitor the location and condition of goods continuously. These sensors provide data on factors such as temperature, humidity,…

Composable Commerce

Trend Composable commerce is revolutionizing digital retail by offering businesses the ability to craft highly customized and dynamic storefronts tailored to their specific needs. This approach allows for the integration of diverse technologies to create a unique and engaging shopping…