Neil Ratliff

I’m a detail-driven Content Analyst who evaluates AI model outputs for brand, tone-of-voice, and quality compliance—at enterprise scale. I translate complex technical responses into clear, structured, reusable information while keeping editorial consistency across large volumes of generated content.

In my role with Google (via GL), I conduct weekly evaluations of 500 complex technical outputs and partner with product and engineering stakeholders to audit language models and maintain strict editorial standards across emerging agentic platforms. I focus on operational governance, benchmark-based quality, and actionable feedback that improves results—not just wording.

Before that, I built strong editorial and production discipline as a published author, structuring and managing long-form national travel titles with consistent standards across 500+ pages. I also bring a manager’s operational mindset from leading large-scale corporate events, using analytics and SEO performance data to iterate marketing assets and scale processes that supported 10x revenue growth over five years.