Public operating record for Cole Lyons across healthcare strategy, systems engineering, AI, software, publishing, and field notes.https://colelyons.com/https://colelyons.com/writing/patient-safety-institutional-line/https://colelyons.com/writing/patient-safety-institutional-line/Patient safety begins when institutions treat ordinary operational friction as information, keep frontline signals connected to decisions, and act before harm repeats.https://colelyons.com/work/jefferson-maps-location-intelligence-population-health-outreach/https://colelyons.com/work/jefferson-maps-location-intelligence-population-health-outreach/A no-PHI location-intelligence layer that helped Jefferson Health Enterprise Population Health turn local knowledge into active guidance during outreach calls.Sun, 31 May 2026 00:00:00 GMThttps://colelyons.com/work/ajhcs-platform-institution-building/https://colelyons.com/work/ajhcs-platform-institution-building/How AJHCS joined people, editorial authority, commercial evidence, capital, and code into a durable open-access publication.Tue, 19 May 2026 00:00:00 GMThttps://colelyons.com/work/penn-aqm-speech-analytics/https://colelyons.com/work/penn-aqm-speech-analytics/A Penn Medicine case study of a customer-service workshop evaluated with Automated Quality Monitoring, matched comparison agents, and a quasi-difference-in-differences design.Tue, 19 May 2026 00:00:00 GMThttps://colelyons.com/work/walmart-oil-bay-time-study/https://colelyons.com/work/walmart-oil-bay-time-study/An early-career reconstruction of how an experienced Walmart Auto Care Center technician separated two kinds of vehicle work—and what that taught me about motion, tools, and flow.Tue, 19 May 2026 00:00:00 GMThttps://colelyons.com/work/jefferson-jhp-eoc-anoc-knowledge-pipeline/https://colelyons.com/work/jefferson-jhp-eoc-anoc-knowledge-pipeline/A firsthand account of preparing Jefferson Health Plans' 2024–2025 plan materials for trustworthy GPT-4o retrieval across Medicare Stars Outreach and Product.Sun, 19 Apr 2026 00:00:00 GMThttps://colelyons.com/work/jefferson-colorectal-screening-outreach-redesign/https://colelyons.com/work/jefferson-colorectal-screening-outreach-redesign/How a Jefferson outreach redesign connected an unfamiliar FIT kit in a patient's home to a valid result, diagnostic responsibility, and the next screening interval.Thu, 19 Feb 2026 00:00:00 GMThttps://colelyons.com/work/jefferson-epic-population-health-messaging-overhaul/https://colelyons.com/work/jefferson-epic-population-health-messaging-overhaul/How a Jefferson team treated patient communication as service delivery through a reusable Epic message system, visual assets, and a workflow staff could carry across care gaps.Mon, 19 Jan 2026 00:00:00 GMThttps://colelyons.com/work/commonhealth-philadelphia-systems-engineering-portfolio/https://colelyons.com/work/commonhealth-philadelphia-systems-engineering-portfolio/An individual Johns Hopkins systems-engineering project for a hypothetical, non-emergency school telehealth coordination system built around authority, record custody, exceptions, and verification.Wed, 19 Nov 2025 00:00:00 GMThttps://colelyons.com/writing/cs50-software-ai-formation/https://colelyons.com/writing/cs50-software-ai-formation/On rural internet, CS50 taught me to decompose problems, represent information, and test systems—habits I now use in healthcare AI and publishing infrastructure.Sun, 19 Oct 2025 00:00:00 GMThttps://colelyons.com/writing/science-public-health-formation/https://colelyons.com/writing/science-public-health-formation/At UNC Charlotte, evolutionary medicine and undergraduate research showed me how societies build reliable knowledge, and why public health depends on carrying evidence into action.Tue, 19 Aug 2025 00:00:00 GMT