James Semenak

About James Semenak

I spent the last 18 months stepping away from the noise to rethink a fundamental question:Are we building systems that help us think better, or just systems that give us more information?I came to a clear conclusion.We have optimized society, technology, and enterprise architectures around the accumulation and curation of information. But information does not create change. Decisions do.We are entering a new era, one that requires a shift from information-centric systems to decision-centric capabilities. This means developing external cognitive processes that support how individuals, organizations, and societies interpret signals, make decisions, and evolve over time.This shift is now the focus of my work.I am developing three interconnected bodies of work.The External Mind explores the idea that cognition does not have to live solely inside the human brain. It introduces the concept of an “external mind store” where cognitive identities can be shared, experienced, and evolved, much like software today.Trainer Intelligence (co-authored with Francisco Martinez) applies these ideas in a highly practical way. It is a custom GPT-powered, real-time, voice-driven system that supports physical trainers during live sessions without the need for prompting. It learns the trainer, adapts to the client, and provides in-session guidance as part of the coaching flow. The platform is currently in pilot, with Trainer Intelligence: Coaching Without Prompts planned for release in mid-2026.Neural-Inspired Enterprise Architecture (NEA), developed in partnership with Ben Speakmon, reimagines enterprise architecture using the human brain and body as the reference model. It embeds cognitive processes directly into the foundation of how companies operate, enabling them to sense, interpret, decide, and learn as an integrated system.To support these efforts, I founded Cognitive Enterprise Architects, LLC, where I am turning these ideas into practical architectures, applications, and advisory work.I will be posting regularly as these concepts evolve — sharing progress, ideas, and what I am learning along the way.

Experience

1. Senior Principal Engineer

   Nordstrom

   Nov 2020 — Present · Columbia, SC, US

   Leading Enterprise Data Architecture, Data Governance and Data Quality.

Education

• The University of Chicago Booth School of Business

  MBA, Marketing and Finance

  1991 — 1993

• Illinois Institue of technology

  M.S. Computer Science, Computer Software

  1986 — 1990

Skills

• Web Analytics
• Data Governance
• Crm
• Teradata
• Program Management
• Saas
• Hortonworks Hadoop Data Scientist Training
• Performance Tuning
• Analytics
• Data Modeling
• Big Data
• Olap
• Data Strategies
• Management Consulting
• Data Warehouse Architecture
• Data Architecture
• Corporate Data Strategies
• Data Integration
• Agile Methodologies
• Etl
• Enterprise Software
• Data Quality
• Enterprise Architecture
• Marketing
• Database Marketing
• Integration
• Online Marketing
• Business Intelligence
• Solution Architecture
• Business Analysis
• Strategy
• E-Commerce
• Hadoop
• Data Warehousing
• Bigdata
• Master Data Management
• Digital Data
• Online Advertising
• Analysis
• Customer Analysis