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Posts by Scott McMahan

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About Scott McMahan
I’m a technical writer with a data-analysis mindset, specializing in AI-augmented workflows. I turn complex systems into clear documentation and help teams adopt AI in ways that boost productivity while protecting quality, trust, and human judgment.
geopatriation strategy for executives

Geopatriation Strategy for Executives: Managing AI and Data Across Sovereign Clouds

Why Geopatriation Strategy for Executives Is a Board-Level Issue Geopolitical risk is no longer confined to the legal department—it now resides at the heart of the data center. In 2026, the geopatriation strategy for…
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Posted by Scott McMahan June 6, 2026
multiagent workflows in project management

Multiagent Workflows in Project Management: What PMs Need to Govern and Control

Multiagent Workflows in Project Management Are Here Now Artificial intelligence is no longer something project managers observe from a distance. Multiagent workflows in project management are landing in real organizations right now. Teams are…
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Posted by Scott McMahan June 5, 2026
AI security platforms explained

AI Security Platforms Explained: Centralizing Control Across All AI Deployments

Why AI Security Platforms Are Becoming Essential Enterprises are deploying AI fast across customer service, finance, HR, and operations. Each deployment carries risk. Without a unified approach, security teams play whack-a-mole across a sprawling…
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Posted by Scott McMahan June 4, 2026
confidential computing for developers

Confidential Computing for Developers: Protecting Code and Data in Use

What Confidential Computing for Developers Actually Means Most developers think about security at rest and in transit. Encryption covers both well. But confidential computing for developers addresses the third gap that most security architectures…
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Posted by Scott McMahan June 3, 2026
technical writing for AI products

Technical Writing for AI Products: Documenting What Changes at Runtime

The Problem With AI Product Documentation Traditional documentation assumes the product behaves the same way every time. Technical writing for AI products immediately breaks that assumption. When your product is powered by a language…
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Posted by Scott McMahan June 2, 2026
multiagent systems for data teams

Multiagent Systems for Data Teams: Architecture Patterns That Scale

Why Multiagent Systems for Data Teams Are Gaining Traction Data teams are under pressure. Pipelines grow more complex every quarter. Meanwhile, expectations keep rising. So it makes sense that multiagent systems for data teams…
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Posted by Scott McMahan June 1, 2026
machine learning engineer career path

Machine Learning Engineer Career Path: Skills, Salary ($245K), and Timeline

Machine learning engineering has become the highest-compensated specialty in the AI job market, and demand for skilled practitioners is not slowing. The machine learning engineer career path is one of the most clearly defined…
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Posted by Scott McMahan May 31, 2026
physical AI for business leaders

Physical AI for Business Leaders: What Robotics and Autonomous Systems Mean for Your Industry

Physical AI is not a futuristic concept anymore. It is deploying in warehouses, on factory floors, in hospitals, and along supply chains right now. Physical AI for business leaders refers to the convergence of…
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Posted by Scott McMahan May 30, 2026
AI PMO transformation

AI PMO Transformation: Restructuring Program Management for the Age of Agents

Program management offices face relentless pressure to deliver greater value with fewer resources. In 2026, AI PMO transformation is giving forward-thinking organizations a genuine way to answer that challenge rather than just manage around…
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Posted by Scott McMahan May 29, 2026
digital provenance for security teams

Digital Provenance for Security Teams: Verifying AI-Generated Content at Scale

Security teams are facing a problem that did not exist at this scale even two years ago. AI-generated content is nearly indistinguishable from human-authored content to the naked eye, and adversaries are exploiting that…
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Posted by Scott McMahan May 28, 2026

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