Garbage In, Garbage Out: Making Datasets Ready for AI
By Chris Kemp, of Kemp IT Law LLP We’ll all be familiar with sayings like: “it’s garbage in, garbage out with AI”. “It’s only as good as the data it’s trained on”. “When bad data […]
Aggregated enterprise architecture wisdom
By Chris Kemp, of Kemp IT Law LLP We’ll all be familiar with sayings like: “it’s garbage in, garbage out with AI”. “It’s only as good as the data it’s trained on”. “When bad data […]
By Dr. Magesh Kasthuri The proliferation of Generative AI tools like GPT and Copilot has transformed the way professionals approach problem-solving, coding, business analysis, and daily productivity. However, the quality of AI-generated outputs hinges …
By Saravanan K Nagarajan Most enterprises have an average of more than 500 applications and larger enterprises may even have more than 1000 applications in their tech stack servicing business needs. This leads to situations […]
By Anthony Borrelli Last year, when The New York Times reported that Amazon’s robotics team’s ultimate goal was to automate 75% of the company’s operations, replacing more than half a million human jobs in an attempt to pass […]
By Rajesh Arangamany Enterprise Resource Planning (ERP) transformation remains one of the most significant investments organizations undertake. Yet, despite advancements in platforms, delivery methodologies, and implementation tooling, many ERP program…
By Nadzeya Stalbouskaya Strong technology architecture is no longer rare. Clean layers, cloud-first strategies, modern platforms, and well-defined principles have become standard practice across large organizations. On paper, architecture often looks s…
By Barbara Murphy Melby and Adia Brantley, of Morgan Lewis Cloud computing has been sold as elastic, on-demand access to virtually unlimited resources. However, the rapid growth of data-intensive and artificial intelligence–driven workloads has strain…
By Sandeep Dhall & Ievegen Gartman The following list isn’t about fixing ten small problems. It’s about eliminating an entire category of inefficient work from your business. This is how you achieve real scale. This […]
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 […]
A&G Magazine, published by Iasa Global – the world’s leading professional association for business technology architects, announced today that Neil Wylie, a former Chief Architect at CDW and current CEO at Agentic Engine (https://agenticengin…
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 […]