About
I'm pioneering AI-native content transformation at enterprise scale. As IBM Redbooks IBM Power Portfolio Lead, I drive the modernization of how our team authors and updates technical content—building AI-native workflows that deliver faster, more technically accurate content at scale.
AI Content Transformation Leader
Building the future of intelligent content systems through synthetic personas and AI-native methodologies.
- Role: IBM Redbooks IBM Power Portfolio Lead
- Location: Raleigh-Durham, NC
- Focus: Enterprise Content AI Strategy
- Writing: inhumanloop.com
My work sits at the intersection of AI capabilities and content strategy, a rare combination in enterprise environments where technical depth and communication expertise rarely coexist. I've developed AI-native workflows that enable my team to produce more content, more tailored to specific audiences, using methodologies that can scale across the organization.
I help lead the z-ai-accelerate community within IBM, providing guidance for teams on practical AI implementation while building the frameworks that turn AI potential into measurable business outcomes. This fall, I'll be deepening that foundation as part of the inaugural cohort of Boston University Questrom's MS in AI in Business — a program designed to prepare business leaders to responsibly build and scale AI-driven value.
Recognition
Recognition from IBM leadership for AI content transformation work.
IBM Tech Conference 2026
Selected for invite-only conference requiring approval from entire business unit leadership chain.
IBM Entrepreneur Award
Received recognition and award from third-level executive for AI content innovation methodology.
IBM Z All Hands Presenter
Co-presented GM-approved session reaching the global IBM Z organization on AI-enhanced content strategies.
Executive Presentation
Presented AI-native content strategy directly to executives three levels up, securing support for enterprise methodology.
IBM Power Portfolio Lead
Appointed IBM Redbooks IBM Power portfolio lead to drive team modernization, with a focus on building an AI-native authoring workflow that enables faster, more technically accurate content creation and updates.
z-ai-accelerate Founder
Founded and leads internal IBM community focused on practical AI implementation for content teams.
IBM Z New Ways of Working Award
GM-level award recognizing adoption of agile, collaborative, and user-driven approaches to help teams move faster, iterate quickly, and continuously improve to deliver greater business value.
Expertise
Capabilities spanning AI strategy, content transformation, and enterprise implementation.
AI Strategy & Implementation
AI-Native Content Architecture • Synthetic Persona Development • LLM Integration • Prompt Engineering • Content Personalization at Scale • Generative AI for Enterprise
Strategic Leadership
Executive Stakeholder Engagement • Cross-functional Program Leadership • Innovation Methodology Development • Digital Transformation Strategy • Change Management
Content Systems
Modular Content Architecture • Technical Documentation • API Documentation • DITA XML • Documentation as Code • Enterprise Content Management
Tools & Technologies
GitHub • IBM Consulting Advantage • Python • RAG Systems • Adobe Experience Manager • Agile Methodologies • IBM Enterprise Design Thinking
Recent Work
Latest posts from A Human in the Loop
Work
Selected projects demonstrating AI content transformation, technical documentation, and enterprise implementation. My current focus is developing scalable AI methodologies that deliver personalized content at scale while maintaining quality and accuracy.
- All
- AI Implementation
- Publications
- Tutorials
IBM Redbooks Modern Publishing Pipeline
Co-led the development of a new Markdown-to-HTML/PDF publication pipeline, replacing an archaic Adobe FrameMaker workflow. Shipped in a three-month sprint with a full-stack developer, eliminating every major technical bottleneck in the team's publishing process.
Enterprise RAG System for Technical Content
Built a Retrieval-Augmented Generation system that transforms static technical publications into dynamic, queryable knowledge bases. Demonstrates practical AI implementation using semantic chunking and IBM's Granite models.
Enabling AI Inference at Scale: IBM Storage Scale ECE and IBM Fusion CAS with NVIDIA AI Data Platform
Co-authored the first IBM Redbooks NVIDIA co-branded publication. Covers enterprise-scale AI inference infrastructure combining IBM Storage Scale ECE and IBM Fusion CAS with the NVIDIA AI Data Platform.
IBM z17 Technical Introduction
Co-authored and edited this IBM Redbook introducing the IBM z17 with Telum II processor. Explains how z17 innovations satisfy growing demand for cloud, analytics, and flexible enterprise infrastructure.
Securing Your z/TPF Environment
Led production of this 118-page IBM Redbook as project leader and editor, collaborating with the z/TPF product team on cybersecurity features and implementation guidance.
Contact
I welcome conversations about AI content transformation, enterprise AI strategy, and collaboration opportunities.
Location:
Raleigh-Durham, North Carolina
Email:
jamie.s.roszel@gmail.com
Call:
+1 901 930 7697
Writing:
A Human in the Loop - Thoughts on AI, content strategy, and the future of knowledge work.