Global AI investment is rapidly increasing, but a recent survey by KPMG reveals that enterprise AI spending is not translating into measurable business value. The survey indicates a significant gap, with companies planning to allocate an average of $186 million on AI in the coming year. However, only 11% of organizations have successfully implemented AI […]
Improving trust in agentic AI for finance workflows is a crucial objective for technology leaders today. In recent years, enterprises have fast-tracked the integration of automated agents into various workflows, particularly in customer support and back-office operations. While these tools are effective in information retrieval, they frequently lack consistent and explainable reasoning in complex, multi-step […]
AI technology in the APAC retail sector is evolving, moving from mere analytics and pilot programs into full-scale workflows and daily operations. This shift is driven by factors such as dense urban populations, high employee turnover, and the need for rapid service in competitive quick-commerce markets. According to a survey by GlobalData conducted in Q4 […]
For financial leaders, the time for experimentation with generative AI has ended; 2026 marks a shift toward operational integration. Initial efforts focused on content generation and enhancing isolated workflows. Now, the goal is to industrialize these capabilities, allowing AI agents to autonomously execute processes within well-defined governance structures. This transition presents challenges in architecture and […]
The evolution from prototypes of generative AI to scalable, production-grade agents faces significant engineering challenges, particularly surrounding reliability. Given the stochastic nature of large language models (LLMs), prompts that succeed once may not yield the same result upon repetition. To counter this unpredictability, development teams typically implement complex error-handling mechanisms, which can complicate maintenance. Researchers […]
Klarna has announced its support for Google’s Universal Commerce Protocol (UCP), a move aimed at addressing the current challenges of interoperability between conversational AI agents and backend payment systems. This partnership positions Klarna as one of the early adopters of a standardized framework for automated shopping, which will allow AI agents to perform transactions more […]
Corporate networks are increasingly populated with AI agents, leading to significant governance challenges for leaders overseeing multi-cloud infrastructures. As various business units quickly embrace generative technologies, CIOs find their ecosystems cluttered with fragmented and inadequately monitored assets, reminiscent of the shadow IT complications that arose during the cloud era. The emerging issue highlights the presence […]
Shopify is revolutionizing enterprise commerce with its latest initiative focusing on agentic AI, aimed at automating operations and expanding sales channels. In its Winter ’26 Edition, termed "Renaissance," Shopify moves beyond typical AI applications like customer support chatbots and basic content generation, introducing a model for agentic commerce. This model empowers AI systems to actively […]
Generative AI is entering a pivotal transition period as it wraps up its experimental phase, paving the way for truly autonomous systems in 2026. This upcoming year will shift focus from model parameters to agency, energy efficiency, and flexibility in navigating complex industrial environments. Instead of merely summarizing tasks, these systems will take on active […]
New data from Perplexity highlights the significant role AI agents are playing in enhancing enterprise efficiency by managing complex tasks. Recent insights reveal that the technology industry anticipates a shift where generative AI evolves from simple conversational abilities to performing actionable tasks. For the first time, a large-scale field study, utilizing hundreds of millions of […]