FPT Advances GSPP Holding’s Digital Transformation Across Manufacturing Operations in Malaysia
Global technology corporation FPT has signed an agreement with GSPP Holding Sdn. Bhd., Malaysia’s leading integrated paper and packaging manufacturer, to accelerate Oji paper and packaging plants in Malaysia with full-scale digital transformation in core operations, enabling a more agile, efficient, and AI-ready manufacturing organization. At the core of the collaboration is the migration from […]
Agentic Automation in Accounting: From Task Automation to Decision Automation
Automation has significantly reduced manual work in accounting, but it still relies heavily on predefined rules. As processes become more complex and exceptions more frequent, this approach is no longer sufficient. Agentic Automation emerges as the next step, enabling systems not only to execute tasks but also to understand data, make decisions, and take proactive […]
From Experiment to Impact: How to Measure AI ROI
Artificial intelligence is rapidly moving beyond experimentation into real business application, especially with the rise of Generative AI and Agentic AI. Yet despite widespread adoption, measurable returns remain rare—recent estimates suggest that only around 5% of organizations have achieved clear, quantifiable ROI from AI. This gap is shifting priorities. In 2026, the focus is no […]
AI Governance and Regulatory Compliance: A New Requirement in Business Operations
AI is being rapidly integrated into the operations of nearly every department within an enterprise, from marketing, sales, and customer service to operations, finance, and human resources. However, as AI becomes more widely adopted, the issue is no longer simply “What can AI do?” The more important question is: “Is AI being governed properly?” Without […]
Integrating AI into Workplace Applications: A New Shift for Digital Businesses
AI is moving beyond the stage of being “a standalone tool for experimentation” and is becoming a capability embedded directly into enterprise software. Instead of requiring employees to open a separate AI application, platforms such as CRM, ERP, HCM, email, spreadsheets, meeting tools, customer service software, and operations management systems are bringing AI directly into […]
What Is AI Hallucination? The Trap of Misinformation in Business Operations
AI can write quickly, respond coherently, and help businesses handle many tasks in just a few seconds. However, behind those fluent answers may be inaccurate information, non-existent sources, or unsupported reasoning. This article helps businesses understand what AI hallucination is, why it happens, where it commonly occurs, and what they can do to use AI […]
Reshaping the Financial Operating Model in the Era of AI Agents
As financial data grows beyond human control, finance departments are rapidly shifting from rigid automation (RPA) to autonomous intelligence powered by AI Agents. Unlike traditional automation that merely executes tasks, AI Agents can reason, make decisions, and connect across multiple systems to accomplish strategic objectives once handled by humans. They are becoming the “backbone” of […]
BFSI Industry: Applying Multi-Agent Systems to Financial Fraud Detection
The collaboration between Transaction Monitoring Agents and Behavioral Analysis Agents enables the creation of an intelligent and adaptive dual-layer security network. Instead of relying on rigid rule-based systems, this model can accurately detect account takeover schemes through continuous learning and real-time data reconciliation. This is becoming a critical key for banks to minimize false positives […]
Human-in-the-Loop in Multi-Agent Systems: Where Do Humans Fit When Agents Decide?
In less than two years, AI has evolved from individual “assistants” (Copilots) into Autonomous Multi-Agent Systems (MAS). In this new era, agents no longer wait for commands; they coordinate, plan, and execute tasks as a true digital workforce. However, as AI begins to communicate and make decisions within implicit processes, a major question arises: Are […]
Applications of Multi-Agent Systems Across Industries
As AI shifts from standalone conversational models to autonomous systems, Multi-Agent Systems (MAS) are emerging as a key architecture for solving complex operational problems. Unlike a single AI, MAS operates through the coordination of multiple specialized Agents, each responsible for a specific role within an overall workflow. This structure enables organizations not only to automate […]
