Knowledge Ridge

Author Profile

Principal AI Infrastructure & Governance Advisor (Jan 2026 – Present)

Tier 1

Self-employed, United Kingdom

Former Principal AI Engineer at OpenAI (Jan 2022 – Dec 2025); US

Contact: +44 NA

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The Operational Reality of AI

The Operational Reality of AI

The AI landscape is shifting from GenAI pilots to production-scale deployment. Enterprises are balancing operational challenges, governance requirements, and ecosystem …

June 16, 2026