Scott Cornell

Background

About Scott Cornell

I’m a Principal AI Engineer and Architect with 20+ years of experience designing, scaling, and operating mission-critical systems in regulated and enterprise environments, including healthcare, insurance, and field operations.I specialize in building production-grade AI and LLM platforms that integrate safely and reliably into existing enterprise workflows. My work includes designing multi-agent LLM systems, document intelligence pipelines, structured data extraction, and decision automation using LangChain, LangGraph, Python, FastAPI, MCP, OpenAI, and Google Gemini.I bring a platform mindset to AI delivery—covering architecture, security, governance, evaluation, and operational reliability—while remaining deeply hands-on. I’ve led distributed engineering teams across the U.S, India, and Ukraine, and I focus on systems that scale predictably, reduce operational risk, and deliver measurable business value.Core focus areas:• Enterprise LLM and agentic system architecture• AI automation integrated with ServiceNow and core platforms• Secure, compliant, and observable AI deployments• Engineering leadership and cross-functional collaboration• Translating AI capabilities into operational outcomesIf you’re building or scaling enterprise AI platforms and need hands-on architectural leadership, I’m always open to connecting.