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One in Fifty: The Organizational Reality of AI Adoption
Introduction Organizations are adopting AI at a pace that is genuinely remarkable. In 2023, roughly 30% of employees reported using AI in some professional capacity. By 2025, that number had climbed to 76%. This is not incremental change. It is a rapid, widespread shift in how large numbers of people do their work. But here's the number that deserves as much attention: only 1 in 50 AI investments delivers transformational organizational value. Only 1 in 5 delivers any measura
Theoplis Stewart II
4 days ago2 min read


Govern Before You Build: A Plain-Language Guide to the NIST AI Risk Management Framework
Introduction The NIST AI Risk Management Framework exists to fix a specific problem: the people who understand AI technology can't always explain the risk, and the people who understand the risk don't always understand the technology. Released in January 2023, the AI RMF is a governance framework — a structured way for organizations to think about, talk about, and act on AI risks. The Four Functions GOVERN is the foundation — structures, policies, roles, and culture. MAP iden
Theoplis Stewart II
4 days ago2 min read


How AI is Transforming Small Businesses and Media Operations
AI is transforming small businesses, streamlining operations from inventory tagging to marketing and media content creation.
Theoplis Stewart II
Feb 28, 20252 min read
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