Aggregated enterprise architecture wisdom
By Bhumika Udani When benchmark data revealed that Token-Oriented Object Notation (TOON) achieved 73.9% accuracy on LLM data retrieval tasks while using 39.6% fewer tokens than JSON, it became clear that the serialisation format represents […]
By Dr. Magesh Kasthuri In recent years, Artificial Intelligence has witnessed a transformative leap with the advent of Large Language Models (LLMs) and Small Language Models (SLMs). As enterprises navigate digital transformation, the role of these […]
By Daniel Lambert, M.Sc. Business capabilities are the core of enterprise architecture because they express what the business must do to create value, independent of org charts or systems. A grounded capability model makes these […]
By Juan Mestas, Group Technology Head – Digital Strategy, Architecture, Platform Engineering, Transformation and Innovation While recently looking into an API glitch caused by a lack of idempotency, and considering what the same flaw would […]
By Prabhakar V Enterprises loudly claim they are “data-driven.” They invest in AI dashboards, cloud warehouses, data lakes, and automation. Yet the most critical truth remains ignored: Most Data Architects operate far downstream—long after data is [……
By Bala Kalavala, Chief Architect & Technology Evangelist The evolution of enterprise AI: Understanding the maturity curve When ChatGPT emerged in late 2022, it democratized access to sophisticated AI capabilities overnight. Suddenly, any organizat…
By Dr. Magesh Kasthuri Large Language Models (LLMs) have become central to today’s AI revolution, enabling machines to generate human-like text, answer queries, and even perform complex reasoning. Yet, the magic behind these intelligent systems […]
By Rajeev Prashar (Editor’s Note: This article represents part five of an ongoing series. Part one, appeared on August 18, entitled “The Unavoidable ‘SCREAM’: Why Enterprise Architecture Must Transform for the Organization of Tomorrow“, introduced the…
By Shammy Narayanan An over-enthusiastic husband who suddenly decided to “surprise” his spouse with a homemade pizza? Yes, the same species that believes YouTube + confidence = MasterChef. So, our hero rolls up his sleeves, […]
By Rekha Kodali As organizations accelerate the adoption of Large Language Models (LLMs) for enterprise applications, the emphasis is rapidly shifting from experimentation to operationalization — a phase now widely referred to as LLMOps. This phase […..
By Dr. Magesh Kasthuri Brain Computer Interfaces (BCIs) have ushered in a new era of human-machine interaction, enabling direct communication between the brain and external devices. As Artificial Intelligence advances, Large Language Models (LLMs)—such…
By Bala Kalavala, Chief Architect & Technology Evangelist Introduction Agentic AI architecture represents a shift from static model responses to structured, goal-driven systems that reason, collaborate, and act independently within defined boundari…