One day, people will realize the DATA BELONGS TO ME – remember that quote I sent you from the inventor of the internet and the web. We do not need larger data centers – we need better data – in an organized manner. It begins with a classification system that organizes stuff – data. Think a library – the Dewey decimal system is the key to finding stuff – not endless building of libraries. In one study of medical databases, more than 50% of the total clinical text was found to be duplicated. Google says 60% of the internet is duplicate.
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8:17
To-Be Models and As-Is Models – Which Always Comes First
Developing an as-is model before a to-be model seems logical on the surface - understand where you are, then define where you want to go. Yet, in practice, this approach can unintentionally trap organizations with the limitations of their current reality. The deeper issue is not one of modeling techniques, but of human cognition: when people start by describing the present, they often lose their ability to imagine the future.
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6:30
Thought Leader – Thought Mimicker – Cult Follower: Who are you actually hearing?
A thought leader is an authority figure recognized for their expertise in a specific field, often leading discussions and sharing insights that influence their industry. They are known for their ability to innovate and drive change, and they have a significant impact on their community. Self-declaration does not make someone a thought leader. Who are you actually getting information from?
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Data for AI - Building New Age Architecture
Data drives Artificial Intelligence - not the other way around. It is the foundation upon which AI systems are built and the fuel that determines how powerful, accurate, and innovative they can become. The phrase “Data for AI” captures this reality: without high-quality, strategic data, AI cannot function effectively. Developing a data architecture that prioritizes data at the core unlocks agility, insight, and competitive advantage in the era of intelligent automation.
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12:40
AI and REAL Enterprise Architecture
AI, driven by hype cycles, is disrupting and in many ways undermining the value of REAL (Realistic, Enabling, Actionable, Logical) Enterprise Architecture - turning a professional discipline into yet another fleeting trend much like previous waves of tool-centric or automation-driven approaches. Instead of enabling architectural vision, the rush to “AI everything” is exposing existing weaknesses and, for many organizations, acting as a costly distraction rather than a true solution.
R.E.A.L. - Realistic, Enabling, Actionable, Logical. Every day we hear jargon and see writing from so-called “experts,” and we don’t know what we should follow and what we should avoid. Published practices aren’t always best practices!Listen to episodes from Sam Holcman’s radio show, webinars, and podcasts, Real Talk with Sam Holcman. Each episode gets to the bottom of what business executives, managers, practitioners, and staff actually need to create innovative solutions that deliver- no utopia required. This business podcast provides practice-based insights into business transformation, enterprise architecture, business architecture, organizational transformation, and technology transformation based on real-world practices. We provide you with insights that can provide true value to organizations and individuals that face today’s and tomorrow’s competitive pressures and provide a usable takeaway from each program.
Netherlands