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Showing posts from October, 2025

Mapping the AI Landscape

From Curiosity to Capability AI has evolved from a promising technology into a strategic enabler across all industries. Yet, as adoption accelerates, one persistent question remains: How exactly should organizations use AI? For some, it begins by bringing context to AI — feeding it data to uncover patterns and insights. Others focus on bringing AI to context — embedding intelligence directly into business operations. Both are valid starting points, but they represent only part of a much broader picture. From an enterprise perspective, AI now operates at multiple levels — as a learner, actor, advisor, creator, and increasingly, as an orchestrator and governor of intelligence across systems. Understanding these AI use case types  help leaders structure their AI strategy, plan investments, and align initiatives with real business value. The table below outlines ten foundational archetypes of AI use cases that together capture the full spectrum of enterprise AI maturity. Table: Ten ...

Architecting the AI Journey: Five Phases for Sustainable Adoption

Introduction Artificial Intelligence (AI) is reshaping how organizations approach growth, efficiency, and decision-making. Yet adoption is not a single leap—it is a staged journey. From an Enterprise Architecture (EA) perspective, success comes from aligning goals, people, process, data, and technology so AI adoption supports business priorities in a sustainable and responsible way. The AI journey can be structured in five phases : Experimentation, Evaluation, Planning, Leverage, and Optimize. Each phase builds on the previous one, creating a pathway from initial trials to practical, scalable impact. Phase 1: Experimentation This phase is about curiosity and exploration. Small pilots test AI capabilities in controlled areas, such as process optimization, analytics, or customer engagement. The goal is to learn quickly, identify opportunities, and understand limitations. Insights from experimentation set the foundation for systematic evaluation. Phase 2: Evaluation Evaluation separates e...