Four questions for architects designing consequential AI actions. By Ric Muro An AI procurement agent prepares a $42,000 supplier payment. The invoice matches the purchase order. The supplier is approved, the payment account is verified, […]
By Shelly Palmer Cultural Debt is the sum of every unresolved habit, unexamined process, and unspoken assumption an organization carries forward. It is sustained by the inertia of the exceptionally powerful, “that’s the way we do […]
By Dr. Robert Furey With a few notable exceptions such as fire and the wheel, evolution has toyed with the ideas behind just about every invention we have ever dreamed of. Flight as seen in […]
By Joydeep Sarkar, of Wipro Ltd Abstract Retrieval-Augmented Generation (RAG) has emerged as the industry standard for grounding Large Language Model (LLM) outputs in proprietary data; yet, the persistence of “grounded hallucinations”, where models misinterpret […]
By Holt Hackney A series of recent AI security lapses, including the OpenAI-Hugging Face incident, is raising a broader governance question: Can technology companies adequately oversee the increasingly powerful AI systems they develop, or will […]
The Colorado Governor’s Office of Information Technology has appointed Casey Cook as principal director of enterprise architecture, a newly created leadership position focused on enterprise technology standards, governance and modernization. Cook will report to State […]
By Ashokkumar Ganesan, AI Governance & Decision Architecture Executive Summary Enterprises today are investing heavily in AI governance: policies, principles, committees, risk frameworks, and compliance programs. Yet AI systems continue to fail in production – […]
By Dr. Magesh Kasthuri Small Language Models, commonly called SLMs, are becoming a practical alternative to very large general-purpose models for enterprises that need sharper domain behavior, lower latency, better cost control, and stronger governance. […]
A practical pattern for preserving trusted business logic, while transforming the digital experience. This article uses a real-world enterprise modernization initiative as the reference implementation. By Alok Mehta Every enterprise architect eventually inherits a system […]
Over the past few years, progress in large language models has often been associated with a single word: bigger. Larger parameter counts. Larger training datasets. Larger computational budgets. And, with each new generation, stronger performance […]