# About GTM engineering and marketing operations consulting for B2B revenue teams. Ronnie Duke has spent nearly 20 years architecting GTM systems, marketing operations, and production AI for B2B SaaS revenue teams. The practice is foundations-first: diagnose the data and process, then earn the right to automate. - LinkedIn: https://www.linkedin.com/in/ronnieduke - Contact: https://www.ronnieduke.com/contact - Full background and writing: https://www.ronnieduke.com/llms-full.txt